diff --git a/README.md b/README.md index 3d01c06..9ba25fd 100644 --- a/README.md +++ b/README.md @@ -7,6 +7,10 @@ Docker and Docker Compose on your system. - You can access the installation instructions here: [Get Docker](https://docs.docker.com/get-docker/). - SSL Certificates (cert.pem and key.pem) for HTTPS configuration. - `docker-compose.yml` file from the repository. +- If using Windows, openSSL is required to generate SSL certificates. Follow this +[link](https://slproweb.com/products/Win32OpenSSL.html) and download the latest version of openSSL. + - Alternatively, you can use the Windows Subsystem for Linux (WSL) to generate the certificates or use your preferred +package manager (e.g. [chocolatey](https://github.com/chocolatey/choco)) to install openSSL. ## Project Directory Structure Make sure that your project directory contains the following before starting: diff --git a/outputs/clusters/SNP_cluster_0.csv b/outputs/clusters/SNP_cluster_0.csv index ccb13a1..ae025c7 100644 --- a/outputs/clusters/SNP_cluster_0.csv +++ b/outputs/clusters/SNP_cluster_0.csv @@ -1,9 +1,14 @@ snp,x,y,p_values,odds_ratios,phenotypes,cluster -A_2501,6,1,"[0.03475, 0.02716, 0.03393, 0.01819, 0.01584, 0.0002679, 0.01778, 0.0004646, 0.001017, 0.0255, 0.03477, 0.02983, 3.718e-05, 0.032, 0.006489, 0.04077, 0.03873, 0.0419, 0.01461, 0.03478, 0.02206, 0.01754, 0.04328, 0.0105, 0.04037, 0.04724, 0.04489, 0.02758, 0.01721, 0.04483, 0.02058, 0.008776, 0.04762, 0.01421, 0.005153, 0.005478, 0.01674, 0.01186, 0.02629, 0.03744, 0.03946, 0.007412, 0.001359, 0.00734, 0.02678, 0.005392, 0.03127, 0.04931, 0.04631, 0.002385, 0.02489, 0.005832, 0.0006823, 0.03205, 0.01407, 0.04115, 0.01089, 0.01466, 0.03984, 0.03249, 0.03229, 0.001297, 0.04001]","[1.487, 1.525, 1.773, 1.506, 1.741, 3.749, 1.747, 1.603, 1.608, 2.303, 1.507, 1.526, 2.008, 1.394, 0.353, 1.744, 1.984, 1.55, 1.587, 0.802, 1.252, 1.556, 1.85, 1.695, 2.144, 1.382, 1.458, 2.079, 0.647, 0.54, 0.474, 2.672, 1.408, 1.453, 1.326, 0.49, 0.506, 0.35, 1.201, 1.591, 2.428, 1.486, 1.801, 2.348, 1.861, 1.96, 0.409, 1.428, 1.22, 3.84, 1.979, 1.572, 2.552, 2.121, 2.512, 0.713, 0.511, 2.89, 0.792, 0.752, 0.783, 2.811, 1.859]","['Bacterial enteritis', 'Intestinal infection due to C. difficile', 'Gram positive septicemia', 'Cancer of mouth', 'Cancer of tongue', 'Cancer of the mouth floor', 'Cancer of stomach', 'Colorectal cancer', 'Colon cancer', 'Malignant neoplasm of renal pelvis', 'Cancer of bladder', 'Malignant neoplasm of bladder', 'Secondary malignant neoplasm of digestive systems', 'Secondary malignant neoplasm of liver', 'Type 1 diabetes', 'Diabetes type 2 with peripheral circulatory disorders', 'Other disorders of pancreatic internal secretion', 'Adult failure to thrive', 'Anorexia', 'Overweight, obesity and other hyperalimentation', 'Neurological disorders', 'Aphasia/speech disturbance', 'Mental retardation', 'Degenerative disease of the spinal cord', 'Amyotrophic Lateral Sclerosis', 'Epilepsy', 'Abnormal involuntary movements', 'Visual field defects', 'Inflammation of the eye', 'Conjunctivitis, noninfectious', 'Inflammation of eyelids', 'Hypertrophic obstructive cardiomyopathy', 'Atrioventricular [AV] block', 'Abnormal electrocardiogram [ECG] [EKG]', 'Tachycardia NOS', 'Other aneurysm', 'Aortic aneurysm', 'Abdominal aortic aneurysm', 'Pulmonary collapse; interstitial and compensatory emphysema', 'Painful respiration', 'Temporomandibular joint disorder, unspecified', 'Diseases of the oral soft tissues, excluding lesions specific for gingiva and tongue', 'Stomatitis and mucositis', 'Stomatitis and mucositis (ulcerative)', 'Appendiceal conditions', 'Symptoms involving digestive system', 'Diverticulitis', 'Chronic Kidney Disease, Stage IV', 'Other disorders of the kidney and ureters', 'Acute cystitis', 'Corns and callosities', 'Diffuse diseases of connective tissue', 'Sicca syndrome', 'Arthropathy associated with other disorders classified elsewhere', 'Arthropathy associated with neurological disorders', 'Spondylosis without myelopathy', 'Synovitis and tenosynovitis', 'Flat foot', 'Osteoarthrosis NOS', 'Cervicalgia', 'Edema', 'Elevated carcinoembryonic antigen [CEA]', 'Cardiogenic shock']",0 -B_3501,4,1,"[0.03576, 0.04854, 0.03206, 0.0295, 0.01573, 0.02721, 0.03229, 0.0321, 0.0169, 0.04175, 0.0483, 0.006999, 0.007474, 0.01456, 0.004999, 0.02914, 0.02887, 0.03031, 0.02409, 0.02323, 0.01971, 0.005822, 0.04545, 0.0274, 0.04718, 0.02594, 0.03792, 0.04103, 0.01553, 0.02042, 0.04308, 0.02131, 0.00016, 0.02006, 0.004827, 0.0224, 0.01259, 0.01741, 0.04234, 0.01483, 0.002961, 0.02623, 0.03688, 0.012, 0.006722, 0.02446, 0.01561, 0.002956, 0.04371, 0.03801, 0.04009, 0.0007193, 0.002179, 0.01071, 0.02315, 0.04317, 0.04519, 0.0377, 0.02514, 0.04459, 0.04608, 0.01855, 0.03114, 0.03215, 0.02026, 0.005411, 0.03151, 0.008908, 0.009338, 0.008508, 0.01132, 0.01681, 0.03329, 0.03272, 0.03665, 0.01982, 0.03307, 0.02002, 0.01444, 0.006334, 0.01866, 0.008362, 0.0339, 0.04416, 0.005045, 0.01969, 0.005636, 0.04347]","[0.773, 0.404, 0.802, 0.798, 1.706, 1.45, 0.812, 1.487, 1.53, 0.497, 0.137, 0.64, 0.606, 0.574, 0.756, 0.401, 0.678, 0.773, 0.715, 1.756, 1.674, 2.732, 1.706, 0.425, 0.846, 0.445, 0.347, 0.614, 0.62, 0.703, 1.588, 0.794, 0.781, 0.468, 0.805, 0.682, 0.647, 0.398, 1.5, 1.502, 1.428, 1.407, 1.479, 1.306, 1.273, 1.249, 1.363, 1.574, 1.296, 1.514, 0.474, 0.426, 0.277, 0.73, 2.081, 1.379, 1.691, 1.398, 0.56, 0.808, 0.687, 2.15, 0.333, 0.215, 0.776, 0.698, 0.832, 0.459, 0.737, 0.705, 0.639, 0.246, 0.666, 0.554, 0.505, 0.87, 0.854, 0.715, 0.648, 0.347, 1.626, 2.488, 1.693, 0.78, 0.597, 1.45, 0.716, 0.632]","['Dermatophytosis', ""Althete's foot"", 'Cancer within the respiratory system', 'Cancer of bronchus; lung', 'Cervical cancer', 'Malignant neoplasm of uterus', 'Cancer of prostate', 'Nodular lymphoma', ""Graves' disease"", 'Acquired hypothyroidism', 'Carcinoid syndrome', 'Disorders of protein plasma/amino-acid transport and metabolism', 'Disorders of plasma protein metabolism', 'Paraproteinemia', 'Hyposmolality and/or hyponatremia', 'Dysmetabolic syndrome X', 'Iron deficiency anemia secondary to blood loss (chronic)', 'Delirium dementia and amnestic and other cognitive disorders', 'Dementias', 'Autism', 'Alcoholic liver damage', 'Encephalitis, non-infectious', 'Other CNS infection and poliomyelitis', 'Torsion dystonia', 'Abnormal movement', 'Chronic pain syndrome', 'Disorders of lacrimal system', 'Otalgia', 'Premature beats', 'Atherosclerosis of the extremities', 'Vascular insufficiency of intestine', 'Chronic sinusitis', 'Pneumonia', 'Chronic obstructive asthma', 'Chronic airway obstruction', 'Diseases of hard tissues of teeth', 'Dental caries', 'Other specified gastritis', 'Umbilical hernia', 'Ventral hernia', 'Inflammatory bowel disease and other gastroenteritis and colitis', 'Regional enteritis', 'Ulcerative colitis', 'Noninfectious gastroenteritis', 'Chronic liver disease and cirrhosis', 'Other chronic nonalcoholic liver disease', 'Liver abscess and sequelae of chronic liver disease', 'Portal hypertension', 'Nonspecific elevation of levels of transaminase or lactic acid dehydrogenase [LDH]', 'Nonspecific abnormal findings in stool contents', 'Secondary hyperparathyroidism (of renal origin)', 'Inflammatory diseases of prostate', 'Prostatitis', 'Erectile dysfunction [ED]', 'Hemorrhage during pregnancy; childbirth and postpartum', 'Other perinatal conditions of fetus or newborn', 'Perinatal jaundice', 'Rosacea', 'Sarcoidosis', 'Diseases of sebaceous glands', 'Unspecified osteomyelitis', 'Infective connective tissue disorders', 'Arthropathy associated with other disorders classified elsewhere', 'Arthropathy associated with neurological disorders', 'Spinal stenosis', 'Spinal stenosis of lumbar region', 'Intervertebral disc disorders', 'Postlaminectomy syndrome', 'Enthesopathy', 'Acquired foot deformities', 'Curvature of spine', 'Kyphosis (acquired)', 'Kyphoscoliosis and scoliosis', 'Derangement of joint, non-traumatic', 'Other derangement of joint', 'Osteoporosis, osteopenia and pathological fracture', 'Osteoporosis', 'Senile osteoporosis', 'Pathologic fracture', 'Pathologic fracture of vertebrae', 'Digestive congenital anomalies', 'Upper gastrointestinal congenital anomalies', 'Lower gastrointestinal congenital anomalies', 'Swelling of limb', 'Spasm of muscle', 'Fracture of tibia and fibula', 'Adverse drug events and drug allergies', 'Effects radiation NOS']",0 -B_4001,5,2,"[0.002285, 0.03126, 0.01148, 0.04896, 0.002399, 0.04034, 0.01886, 0.04301, 0.04943, 0.03014, 0.03502, 0.0034, 0.02397, 0.02828, 0.001489, 0.01858, 0.02204, 0.0336, 0.01142, 0.03434, 0.02843, 0.04789, 0.02982, 0.02294, 0.01806, 0.006552, 0.02388, 0.01776, 0.03586, 0.04128, 0.0255, 0.04252, 0.02381, 0.01761, 0.03811, 0.01834, 0.03926, 0.02721, 0.02503, 0.0497, 0.02975, 0.04457, 0.005378, 0.01944, 0.01934, 0.01496, 0.01856, 0.008709, 0.04377, 0.01196, 0.04623, 0.02336, 0.04149, 0.02481, 0.0118, 0.04102, 0.03117, 0.02122, 0.04489, 0.04816, 0.02204, 0.02256, 0.02004, 0.04605, 0.02316, 0.03612, 0.0006811, 0.01825, 0.01987, 0.03662, 0.0144, 0.01573, 0.0136, 0.01057, 0.005024, 0.01281, 0.01744, 0.01006, 0.009926, 0.00553, 0.0159, 0.007512, 0.0205, 0.04203, 0.02574, 0.04512, 0.04626, 0.01622, 0.02312, 0.0005378, 0.005106]","[1.386, 1.314, 1.805, 1.221, 1.407, 0.632, 0.859, 0.816, 1.357, 1.592, 0.838, 1.68, 1.265, 1.338, 2.269, 1.535, 0.561, 0.481, 2.043, 1.323, 1.17, 1.265, 2.041, 1.107, 1.111, 1.174, 1.136, 1.26, 1.242, 1.218, 0.731, 0.233, 0.355, 1.499, 1.297, 1.437, 1.593, 1.46, 0.48, 1.574, 0.753, 0.743, 0.572, 0.497, 0.601, 2.153, 1.17, 2.508, 1.356, 2.435, 1.713, 1.891, 1.253, 0.496, 0.349, 0.742, 0.571, 1.361, 1.976, 0.692, 2.12, 1.235, 1.323, 0.36, 0.763, 0.465, 2.676, 1.588, 0.64, 0.67, 0.565, 1.895, 1.242, 1.352, 2.453, 1.222, 1.488, 1.567, 1.333, 1.444, 1.474, 2.087, 2.316, 0.393, 2.244, 1.444, 1.367, 1.558, 1.739, 3.003, 2.229]","['Intestinal infection', 'Bacterial enteritis', 'Viral Enteritis', 'Dermatophytosis', 'Dermatophytosis of nail', 'Cancer of stomach', 'Skin cancer', 'Melanomas of skin, dx or hx', 'Acquired absence of breast', 'Cervical cancer', 'Secondary malignancy of lymph nodes', 'Simple and unspecified goiter', 'Nontoxic nodular goiter', 'Type 1 diabetes', 'Type 1 diabetes with ketoacidosis', 'Hypoglycemia', 'Glucocorticoid deficiency', 'Other endocrine disorders', 'Cachexia', 'Anorexia', 'Vitamin deficiency', 'Proteinuria', 'Disturbances of amino-acid transport', 'Disorders of lipoid metabolism', 'Hyperlipidemia', 'Hypercholesterolemia', 'Mixed hyperlipidemia', 'Disorders of calcium/phosphorus metabolism', 'Acidosis', 'Fluid overload', 'Other and unspecified coagulation defects', 'Obsessive-compulsive disorders', 'Complex regional/central pain syndrome', 'Blindness and low vision', 'Vertiginous syndromes and other disorders of vestibular system', 'Peripheral or central vertigo', 'Mitral valve disease', 'ASCVD', 'Right bundle branch block', 'Occlusion of cerebral arteries, with cerebral infarction', 'Other aneurysm', 'Aortic aneurysm', 'Abdominal aortic aneurysm', 'Other disorders of arteries and arterioles', 'Noninfectious disorders of lymphatic channels', 'Iatrogenic hypotension', 'Chronic airway obstruction', 'Respiratory arrest', 'Dependence on respirator [Ventilator] or supplemental oxygen', 'Eosinophilic esophagitis', 'Heartburn', 'Hemorrhage from gastrointestinal ulcer', 'Disorders of function of stomach', 'Appendicitis', 'Acute appendicitis', 'Inflammatory bowel disease and other gastroenteritis and colitis', 'Ulcerative colitis', 'Paralytic ileus', 'Anal and rectal polyp', 'Jaundice (not of newborn)', 'Cholelithiasis with acute cholecystitis', 'Chronic Kidney Disease, Stage III', 'Disorders resulting from impaired renal function', 'Oliguria and anuria', 'Lump or mass in breast', 'Need for Hormone replacement therapy (postmenopausal)', 'Infections specific to the perinatal period', 'Cellulitis and abscess of foot, toe', 'Psoriasis and related disorders', 'Psoriasis', 'Psoriasis vulgaris', 'Hyperhidrosis', 'Diseases of sebaceous glands', 'Sebaceous cyst', 'Calcaneal spur; Exostosis NOS', 'Other disorders of synovium, tendon, and bursa', 'Rupture of tendon, nontraumatic', 'Hammer toe (acquired)', 'Genitourinary congenital anomalies', 'Congenital anomalies of urinary system', 'Cystic kidney disease', 'Congenital musculoskeletal deformities of spine', 'Spondylolisthesis, congenital', 'Elevated carcinoembryonic antigen [CEA]', 'Elevated cancer antigen 125 [CA 125]', 'Fracture of unspecified part of femur', 'Fracture of tibia and fibula', 'Fracture of pelvis', 'Open wound of finger(s)', 'Poisoning by analgesics, antipyretics, and antirheumatics', 'Adverse effects of sedatives or other central nervous system depressants and anesthetics']",0 -C_0304,6,2,"[0.02852, 0.01965, 0.02568, 0.03273, 0.04096, 0.01982, 0.002352, 0.01307, 0.00366, 0.04675, 0.009261, 0.03665, 0.002027, 4.541e-08, 6.749e-07, 0.0004452, 0.0003883, 7.713e-05, 5.782e-05, 0.03861, 0.003789, 0.02569, 0.02164, 0.01694, 0.04093, 0.01649, 0.03815, 0.001556, 0.001065, 0.001819, 0.007969, 0.006727, 0.002543, 0.007537, 0.0485, 0.01796, 0.02811, 0.01946, 0.04607, 0.01471, 0.02629, 0.04504, 0.03261, 0.01587, 0.04908, 0.03011, 0.01938, 0.03745, 0.01811, 0.005912, 0.002355, 0.02493, 0.0257, 0.009863, 0.008854, 0.001109, 0.01747, 0.02487, 0.03298, 0.0123, 0.0346, 0.03162, 0.0026, 0.01162, 0.02197, 0.008245, 0.04766, 0.02965, 0.04531, 0.01902, 0.04212, 0.00436, 0.0173, 0.04092, 0.03737, 0.02148, 0.003346, 0.01011, 0.01624, 0.03547, 0.0289, 0.04345, 0.02367, 0.007127, 0.006506, 0.002788, 0.02955, 0.009257, 0.03199, 0.04783, 0.02836, 0.03557, 0.006027, 0.004638, 0.002479, 0.02093, 0.001818, 0.03188, 0.0002622]","[1.239, 1.651, 1.189, 0.404, 0.126, 0.644, 0.745, 0.775, 0.641, 1.472, 0.877, 0.894, 1.143, 1.815, 3.07, 2.387, 2.414, 2.661, 1.383, 1.254, 1.433, 0.633, 0.524, 1.283, 1.248, 2.046, 1.336, 1.131, 1.136, 1.175, 1.14, 1.185, 1.294, 1.426, 1.269, 1.131, 1.341, 1.467, 1.137, 0.491, 0.632, 0.667, 1.144, 1.189, 1.171, 1.195, 1.429, 1.551, 1.199, 1.251, 0.401, 1.186, 1.233, 0.746, 0.712, 0.568, 0.561, 0.67, 1.323, 2.28, 1.731, 1.525, 1.334, 1.615, 0.75, 0.552, 0.661, 1.297, 1.204, 1.138, 1.181, 1.282, 1.29, 0.446, 0.29, 0.51, 2.241, 1.571, 0.681, 0.714, 0.666, 0.554, 1.193, 1.324, 1.213, 1.266, 1.537, 1.203, 1.473, 1.374, 0.272, 1.31, 1.313, 1.399, 1.534, 2.16, 1.984, 1.611, 2.965]","['Intestinal infection', 'Viral Enteritis', 'Bacteremia', 'Dermatophytosis of the body', 'Cancer of hypopharynx', 'Cancer of stomach', 'Colorectal cancer', 'Colon cancer', 'Malignant neoplasm of rectum, rectosigmoid junction, and anus', 'Cervical cancer', 'Hypothyroidism', 'Hypothyroidism NOS', 'Diabetes mellitus', 'Type 1 diabetes', 'Type 1 diabetes with ketoacidosis', 'Type 1 diabetes with renal manifestations', 'Type 1 diabetes with ophthalmic manifestations', 'Type 1 diabetes with neurological manifestations', 'Insulin pump user', 'Polyneuropathy in diabetes', 'Diabetic retinopathy', 'Glucocorticoid deficiency', 'Other endocrine disorders', 'Proteinuria', 'Disorders of protein plasma/amino-acid transport and metabolism', 'Disturbances of amino-acid transport', 'Paraproteinemia', 'Disorders of lipoid metabolism', 'Hyperlipidemia', 'Hypercholesterolemia', 'Mixed hyperlipidemia', 'Disorders of mineral metabolism', 'Disorders of calcium/phosphorus metabolism', 'Hypocalcemia', 'Disorders of phosphorus metabolism', 'Hypovolemia', 'Megaloblastic anemia', 'Other vitamin B12 deficiency anemia', 'Anemia of chronic disease', 'Alcoholic liver damage', ""Parkinson's disease"", 'Otitis externa', 'Hypertensive heart and/or renal disease', 'Hypertensive chronic kidney disease', 'Other chronic ischemic heart disease, unspecified', 'Other forms of chronic heart disease', 'ASCVD', 'Precordial pain', 'Cardiomyopathy', 'Primary/intrinsic cardiomyopathies', 'Right bundle branch block', 'Paroxysmal tachycardia, unspecified', 'Heart failure NOS', 'Other aneurysm', 'Aortic aneurysm', 'Abdominal aortic aneurysm', 'Other disorders of arteries and arterioles', 'Noninfectious disorders of lymphatic channels', 'Circulatory disease NEC', 'Eosinophilic esophagitis', 'Hemorrhage from gastrointestinal ulcer', 'Peptic ulcer, site unspecified', 'Disorders of function of stomach', 'Gastroparesis', 'Inflammatory bowel disease and other gastroenteritis and colitis', 'Ulcerative colitis', 'Ileostomy status', 'Paralytic ileus', 'Nephritis; nephrosis; renal sclerosis', 'Chronic renal failure [CKD]', 'Chronic Kidney Disease, Stage III', 'Kidney replaced by transpant', 'Disorders resulting from impaired renal function', 'Oliguria and anuria', 'Other disorders of prostate', 'Need for Hormone replacement therapy (postmenopausal)', 'Infections specific to the perinatal period', 'Cellulitis and abscess of foot, toe', 'Psoriasis and related disorders', 'Psoriasis', 'Psoriasis vulgaris', 'Psoriatic arthropathy', 'Diseases of sebaceous glands', 'Sebaceous cyst', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Sacroiliitis NEC', 'Other disorders of synovium, tendon, and bursa', 'Ganglion and cyst of synovium, tendon, and bursa', 'Hammer toe (acquired)', 'Osteoarthrosis involving more than one site, but not specified as generalized', 'Valvular heart disease/ heart chambers', 'Genitourinary congenital anomalies', 'Congenital anomalies of urinary system', 'Cystic kidney disease', 'Elevated cancer antigen 125 [CA 125]', 'Fracture of patella', 'Open wound of finger(s)', 'Poisoning by analgesics, antipyretics, and antirheumatics']",0 -C_0401,5,1,"[0.03069, 0.02356, 0.04256, 0.02678, 0.02067, 0.01564, 0.008111, 0.005171, 0.04782, 0.04735, 0.04852, 0.009428, 0.01873, 0.03833, 0.02516, 0.002619, 0.0125, 0.02935, 0.03553, 0.001914, 0.001546, 0.047, 0.007691, 0.01151, 0.005325, 0.02429, 0.04607, 0.01847, 0.0326, 0.01282, 0.01065, 0.04502, 0.02323, 0.04332, 0.01574, 0.04308, 0.01176, 0.04312, 0.03677, 0.04525, 0.01172, 0.02417, 0.01563, 0.02704, 0.0391, 0.03506, 0.03327, 0.0002972, 0.01859, 0.007754, 0.001199, 0.04179, 0.01717, 0.004277, 0.03655, 0.01358, 0.001771, 0.02122, 0.04425, 0.02411, 0.0155, 0.01516, 0.04437, 0.02708, 0.006333, 0.04771, 0.03478, 0.0315, 0.005073, 0.03365, 0.03375, 0.04384, 0.04885, 0.03489, 0.04308, 0.01019, 0.01143, 0.0427, 0.0195, 0.02424, 0.04189, 0.02333, 0.03483, 0.005117, 0.03991, 0.03274, 0.04129, 0.003792, 0.02285, 0.002424, 0.02528, 0.04425, 0.04117, 0.02361, 0.04341, 0.03263, 0.01031]","[0.112, 0.604, 0.829, 0.808, 0.828, 0.819, 1.643, 1.475, 1.272, 1.32, 1.351, 0.739, 0.752, 0.691, 0.104, 0.514, 0.705, 0.422, 0.688, 0.672, 0.632, 0.722, 0.905, 0.897, 0.806, 0.812, 0.809, 0.758, 0.853, 0.709, 0.84, 0.712, 0.895, 0.231, 2.048, 0.42, 1.614, 0.681, 0.65, 0.605, 0.819, 0.568, 0.834, 0.723, 1.606, 1.726, 0.862, 0.831, 0.778, 0.523, 0.819, 0.772, 0.766, 0.693, 0.906, 0.667, 0.824, 0.811, 1.587, 1.358, 1.5, 1.412, 0.725, 1.27, 1.432, 0.733, 1.486, 0.807, 0.442, 0.703, 0.597, 0.299, 1.602, 0.868, 0.888, 0.751, 0.61, 0.745, 0.442, 0.383, 0.857, 0.834, 0.867, 0.544, 0.504, 0.807, 0.639, 0.321, 2.166, 0.875, 0.752, 0.474, 0.522, 2.078, 1.962, 0.546, 0.789]","['Diseases due to other mycobacteria', 'Herpes simplex', 'Dermatophytosis / Dermatomycosis', 'Dermatophytosis', 'Cancer within the respiratory system', 'Cancer of bronchus; lung', 'Cervical cancer', 'Malignant neoplasm of uterus', 'Cancer of other female genital organs', 'Malignant neoplasm of ovary and other uterine adnexa', 'Malignant neoplasm of ovary', 'Radiotherapy', 'Secondary malignancy of brain/spine', 'Lymphoid leukemia, acute', 'Exophthalmos', 'Other disorders of thyroid', 'Type 1 diabetes', 'Type 1 diabetes with ketoacidosis', 'Lack of normal physiological development, unspecified', 'Disorders of protein plasma/amino-acid transport and metabolism', 'Disorders of plasma protein metabolism', 'Paraproteinemia', 'Disorders of fluid, electrolyte, and acid-base balance', 'Electrolyte imbalance', 'Hyposmolality and/or hyponatremia', 'Fluid overload', 'Disorders involving the immune mechanism', 'Immunity deficiency', 'Iron deficiency anemias', 'Iron deficiency anemia secondary to blood loss (chronic)', 'Anemia of chronic disease', 'Abnormal coagulation profile', 'Depression', 'Acute reaction to stress', 'Sexual and gender identity disorders', 'Eating disorder', 'Alcoholic liver damage', 'Sleep related movement disorders', 'Restless legs syndrome', 'Chronic pain syndrome', 'Disorders of refraction and accommodation; blindness and low vision', 'Astigmatism', 'Other specified cardiac dysrhythmias', 'Premature beats', 'Subarachnoid hemorrhage', 'Encounter for long-term (current) use of antiplatelets/antithrombotics', 'Acute sinusitis', 'Pneumonia', 'Bacterial pneumonia', 'Chronic obstructive asthma', 'Chronic airway obstruction', 'Emphysema', 'Chronic bronchitis', 'Obstructive chronic bronchitis', 'Pulmonary collapse; interstitial and compensatory emphysema', 'Dependence on respirator [Ventilator] or supplemental oxygen', 'Other diseases of lung', 'Other diseases of respiratory system, not elsewhere classified', 'Disturbances in tooth eruption', 'Esophageal bleeding (varices/hemorrhage)', 'Umbilical hernia', 'Ventral hernia', 'Diverticulitis', 'Liver abscess and sequelae of chronic liver disease', 'Portal hypertension', 'Abnormal serum enzyme levels', 'Calculus of bile duct', 'End stage renal disease', 'Secondary hyperparathyroidism (of renal origin)', 'Inflammatory diseases of prostate', 'Prostatitis', 'Chronic prostatitis', 'Polyp of corpus uteri', 'Menopausal and postmenopausal disorders', 'Superficial cellulitis and abscess', 'Cellulitis and abscess of leg, except foot', 'Sarcoidosis', 'Unspecified osteomyelitis', 'Arthropathy associated with other disorders classified elsewhere', 'Arthropathy associated with neurological disorders', 'Spondylosis and allied disorders', 'Spondylosis without myelopathy', 'Intervertebral disc disorders', 'Postlaminectomy syndrome', 'Other and unspecified disorders of back', 'Acquired foot deformities', 'Hallux valgus (Bunion)', 'Kyphosis (acquired)', 'Stress fracture', 'Fever of unknown origin', 'Sprains and strains of back and neck', 'Open wound of hand except finger(s)', 'Open wound of finger(s)', 'Posttraumatic wound infection not elsewhere classified', 'Toxic effect of venom', 'Adrenal cortical steroids causing adverse effects in therapeutic use', 'Adverse drug events and drug allergies']",0 -DQA1_0102,5,0,"[0.02882, 0.04501, 0.0001459, 0.0002159, 0.0003636, 0.04876, 0.0005256, 0.03963, 0.004365, 0.03253, 0.01133, 0.0295, 0.002985, 0.04265, 0.0472, 0.008625, 0.01983, 0.03231, 0.03067, 5.879e-06, 3.734e-07, 5.555e-05, 1.309e-17, 1.33e-05, 5.147e-05, 1.036e-05, 8.216e-05, 2.383e-08, 6.044e-05, 0.04268, 0.03163, 0.04653, 0.04991, 0.01111, 0.009754, 0.03072, 0.00418, 0.04948, 0.03662, 0.01471, 0.04447, 0.02379, 0.03997, 0.03012, 0.03574, 0.02694, 0.009191, 0.04539, 0.02314, 0.04687, 0.0333, 0.001737, 0.04072, 6.321e-16, 5.268e-06, 0.0004494, 0.02833, 0.00286, 0.02776, 0.04039, 0.03002, 0.02918, 0.0005502, 0.02273, 0.02682, 0.03495, 0.01525, 0.02916, 0.03684, 0.01259, 0.04046, 0.006079, 0.03269, 0.03164, 0.02573, 0.01613, 0.01927, 0.01042, 0.03308, 0.04852, 0.04158, 0.006054, 0.004787, 0.005928, 0.007306, 0.02592, 0.03031, 0.002929, 0.009436, 0.02169, 0.0002364, 0.003629, 0.02227, 0.03457, 0.01638, 0.0378, 0.01558, 0.03206, 0.04101, 0.03986, 0.009829, 0.01546, 0.001273, 0.0419, 0.0009599, 0.002589, 0.002855, 0.001801, 0.0329, 0.02588, 0.03507, 3.151e-06, 4.016e-07, 0.007667, 0.02142, 0.03163, 0.04492, 0.02643, 0.02388, 0.0417, 0.003445, 0.0009929, 0.04855, 0.04038, 0.008089]","[1.645, 1.221, 0.531, 1.979, 1.946, 1.206, 0.753, 0.831, 0.686, 0.76, 0.752, 1.24, 1.425, 1.228, 1.263, 1.4, 1.674, 0.73, 1.394, 0.839, 0.809, 0.87, 0.327, 0.215, 0.237, 0.153, 0.246, 0.667, 0.627, 0.902, 0.885, 1.191, 1.313, 1.272, 1.328, 1.349, 2.031, 1.115, 1.541, 2.097, 1.206, 1.473, 1.234, 1.291, 1.079, 1.087, 1.111, 1.495, 1.81, 1.342, 1.111, 2.111, 1.807, 2.672, 1.939, 1.378, 1.675, 0.648, 0.673, 1.79, 0.605, 0.608, 1.833, 0.875, 0.92, 0.872, 0.546, 1.195, 0.832, 0.593, 0.809, 0.491, 1.587, 1.613, 0.628, 0.524, 1.63, 0.636, 0.905, 0.869, 0.845, 0.714, 1.519, 1.528, 1.603, 0.652, 0.557, 0.826, 0.832, 0.829, 0.565, 2.221, 0.781, 1.08, 1.184, 1.144, 1.321, 1.405, 1.812, 1.703, 0.699, 1.283, 1.859, 1.136, 1.232, 1.408, 1.337, 1.367, 1.607, 0.785, 0.643, 0.753, 0.702, 0.61, 0.52, 1.322, 0.452, 0.658, 1.232, 1.268, 1.518, 1.937, 1.594, 1.343, 1.337]","['Herpes zoster with nervous system complications', 'Viral hepatitis C', 'Chronic hepatitis', 'Human immunodeficiency virus [HIV] disease', 'HIV infection, symptomatic', 'Viral warts & HPV', 'Viral infection', 'Cancer of mouth', 'Cancer of tongue', 'Cancer of oropharynx', 'Hx of malignant neoplasm of oral cavity and pharynx', 'Malignant neoplasm of rectum, rectosigmoid junction, and anus', 'Malignant neoplasm of uterus', 'Cancer of other female genital organs', 'Malignant neoplasm of ovary and other uterine adnexa', 'Malignant neoplasm of ovary', 'Cancer of other male genital organs', 'Nodular lymphoma', 'Lymphosarcoma', 'Hypothyroidism', 'Hypothyroidism NOS', 'Diabetes mellitus', 'Type 1 diabetes', 'Type 1 diabetes with ketoacidosis', 'Type 1 diabetes with renal manifestations', 'Type 1 diabetes with ophthalmic manifestations', 'Type 1 diabetes with neurological manifestations', 'Insulin pump user', 'Diabetic retinopathy', 'Vitamin deficiency', 'Vitamin D deficiency', 'Disorders of protein plasma/amino-acid transport and metabolism', 'Other disorders of metabolism', 'Other deficiency anemia', 'Megaloblastic anemia', 'Other vitamin B12 deficiency anemia', 'Non-autoimmune hemolytic anemias', 'Coagulation defects', 'Congenital coagulation defects', 'Congenital factor VIII disorder', 'Other diseases of blood and blood-forming organs', 'Polycythemia, secondary', 'Schizophrenia and other psychotic disorders', 'Psychosis', 'Mood disorders', 'Depression', 'Anxiety disorders', 'Personality disorders', 'Antisocial/borderline personality disorder', 'Conduct disorders', 'Sleep disorders', 'Organic or persistent insomnia', 'Spinocerebellar disease', 'Multiple sclerosis', 'Other demyelinating diseases of central nervous system', 'Lack of coordination', 'Nerve root lesions', 'Retinal detachments and defects', 'Retinal detachment with retinal defect', 'Chorioretinal scars', 'Hypermetropia', 'Disorders of conjunctiva', 'Optic neuritis/neuropathy', 'Myocardial infarction', 'Coronary atherosclerosis', 'Other chronic ischemic heart disease, unspecified', 'Anomalous atrioventricular excitation', 'Cerebral artery occlusion, with cerebral infarction', 'Atherosclerosis of the extremities', 'Giant cell arteritis', 'Encounter for long-term (current) use of aspirin', 'Throat pain', 'Dentofacial anomalies, including malocclusion', 'Anomalies of tooth position/malocclusion', 'Temporomandibular joint disorders', 'Jaw disease NOS', 'Heartburn', 'Gastric ulcer', 'Dysphagia', 'Gastritis and duodenitis', 'Disorders of function of stomach', 'Other disorders of stomach and duodenum', 'Appendiceal conditions', 'Appendicitis', 'Acute appendicitis', 'Intestinal malabsorption (non-celiac)', 'Celiac disease', 'Chronic liver disease and cirrhosis', 'Other chronic nonalcoholic liver disease', 'Cirrhosis of liver without mention of alcohol', 'Primary biliary cirrhosis', 'Cholelithiasis with acute cholecystitis', 'Renal osteodystrophy', 'Other symptoms/disorders or the urinary system', 'Retention of urine', 'Dysuria', 'Inflammatory diseases of prostate', 'Prostatitis', 'Chronic prostatitis', 'Dysplasia of female genital organs', 'Postmenopausal bleeding', 'Known or suspected fetal abnormality affecting management of mother', 'Abnormality in fetal heart rate or rhythm', 'Disturbance of skin sensation', 'Erythematous conditions', 'Rosacea', 'Lupus (localized and systemic)', 'Systemic lupus erythematosus', 'Disorders of sweat glands', 'Chronic ulcer of leg or foot', 'Dermatomyositis', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Juvenile rheumatoid arthritis', 'Disorders of muscle, ligament, and fascia', 'Fasciitis', 'Stress fracture', 'Congenital anomalies of limbs', 'Abnormal Papanicolaou smear of cervix and cervical HPV', 'Papanicolaou smear of cervix or vagina with atypical squamous cells', 'Abnormal tumor markers', 'Elevated carcinoembryonic antigen [CEA]', 'Traumatic arthropathy', 'Rotator cuff (capsule) sprain', 'Bone marrow or stem cell transplant']",0 -DQB1_0602,6,0,"[0.006327, 0.01126, 0.02155, 0.001895, 0.03208, 0.04996, 0.009974, 0.01401, 0.0214, 0.005281, 0.008625, 0.03754, 0.04309, 0.03435, 0.005294, 0.0002263, 4.989e-05, 6.077e-17, 0.0002731, 0.001174, 0.005651, 3.5e-08, 0.01114, 3.108e-06, 0.01802, 0.0258, 0.03402, 0.03976, 0.04763, 0.03489, 0.001017, 0.0008348, 0.009849, 0.002024, 0.02042, 0.03347, 0.04662, 0.003677, 0.03781, 0.03576, 0.02355, 0.04585, 0.03182, 0.04807, 0.03805, 0.01399, 0.02809, 0.008847, 0.005668, 0.03659, 0.02146, 4.425e-25, 4.411e-08, 0.03633, 2.455e-06, 0.03193, 0.03872, 0.0208, 0.02179, 1.841e-05, 0.04925, 0.04448, 0.0142, 0.006992, 0.004668, 0.008515, 0.02638, 0.008388, 0.04743, 0.03602, 0.04113, 0.04793, 0.04393, 0.02269, 0.005588, 0.02737, 0.03824, 0.02731, 0.008524, 0.01165, 0.0182, 0.047, 0.04362, 0.0161, 0.02081, 0.0326, 0.02772, 0.04954, 0.03753, 0.01425, 0.01376, 0.005914, 0.009887, 0.02497, 0.000834, 0.038, 0.04408, 0.01409, 0.04462, 0.01716, 0.02051, 0.02272, 0.00437, 0.03721, 0.03987, 0.0131, 0.001417, 0.03973, 0.04788, 0.04866, 0.01484, 0.009976, 0.007346, 0.0238, 0.02412, 0.001907, 0.02751, 0.006068, 0.04615, 0.0017, 0.007397, 0.0004611, 0.001285, 0.003627, 0.004374, 0.04201, 0.007489, 0.004513, 0.02611, 0.004878, 0.001161, 0.01994, 0.04749, 0.0164, 0.04401, 0.04435, 0.01915, 0.03339, 0.03935, 0.002023, 0.02306, 0.01644, 0.03375, 0.02568]","[0.601, 1.633, 1.572, 0.749, 1.716, 0.82, 0.677, 0.821, 0.812, 0.696, 1.397, 1.239, 1.233, 1.311, 0.887, 0.843, 0.856, 0.205, 0.117, 0.038, 0.774, 0.629, 0.767, 0.515, 0.662, 1.757, 0.601, 0.89, 0.882, 0.807, 0.895, 0.893, 0.889, 0.874, 0.927, 0.923, 0.854, 1.526, 0.875, 1.239, 1.305, 1.67, 1.954, 1.22, 1.381, 1.671, 1.811, 2.033, 1.964, 1.33, 1.392, 3.475, 2.244, 1.227, 1.57, 0.704, 0.665, 1.959, 0.525, 2.145, 1.74, 1.286, 0.802, 0.837, 0.888, 0.825, 0.605, 0.816, 0.784, 0.86, 0.817, 1.57, 1.498, 0.571, 0.859, 0.743, 0.546, 0.514, 1.803, 1.792, 0.464, 0.694, 0.801, 0.61, 0.887, 0.842, 0.626, 1.368, 0.759, 0.492, 0.415, 0.819, 0.814, 0.814, 0.544, 0.8, 0.555, 1.978, 0.79, 0.91, 0.892, 0.823, 0.804, 0.81, 0.843, 0.771, 0.667, 1.174, 1.207, 1.082, 1.205, 1.372, 1.563, 1.964, 0.566, 2.254, 0.59, 0.639, 1.249, 1.864, 1.199, 1.269, 1.475, 1.354, 1.358, 1.613, 0.714, 0.465, 0.669, 0.828, 0.779, 0.608, 0.62, 0.424, 0.555, 0.862, 0.731, 0.325, 1.234, 1.89, 0.833, 1.325, 1.195, 1.808]","['Chronic hepatitis', 'Human immunodeficiency virus [HIV] disease', 'HIV infection, symptomatic', 'Viral infection', 'Histoplasmosis', 'Cancer of mouth', 'Cancer of tongue', 'Cancer of larynx, pharynx, nasal cavities', 'Cancer of larynx', 'Hx of malignant neoplasm of oral cavity and pharynx', 'Malignant neoplasm of uterus', 'Cancer of bladder', 'Malignant neoplasm of bladder', 'Secondary malignant neoplasm of skin', 'Hypothyroidism', 'Hypothyroidism NOS', 'Diabetes mellitus', 'Type 1 diabetes', 'Type 1 diabetes with renal manifestations', 'Type 1 diabetes with ophthalmic manifestations', 'Type 2 diabetes with renal manifestations', 'Insulin pump user', 'Polyneuropathy in diabetes', 'Diabetic retinopathy', 'Hypoglycemia', 'Diabetes insipidus', 'Adrenal hyperfunction', 'Vitamin deficiency', 'Vitamin D deficiency', 'Proteinuria', 'Disorders of lipoid metabolism', 'Hyperlipidemia', 'Hypercholesterolemia', 'Mixed hyperlipidemia', 'Disorders of fluid, electrolyte, and acid-base balance', 'Electrolyte imbalance', 'Fluid overload', 'Other disorders of metabolism', 'Iron deficiency anemias', 'Other deficiency anemia', 'Megaloblastic anemia', 'Non-autoimmune hemolytic anemias', 'Congenital factor VIII disorder', 'Other diseases of blood and blood-forming organs', 'Aphasia', 'Personality disorders', 'Antisocial/borderline personality disorder', 'Encephalitis', 'Organic or persistent insomnia', 'Sleep related movement disorders', 'Restless legs syndrome', 'Multiple sclerosis', 'Other demyelinating diseases of central nervous system', 'Abnormal involuntary movements', 'Lack of coordination', 'Retinal detachments and defects', 'Macular puckering of retina', 'Chorioretinal scars', 'Hypermetropia', 'Optic neuritis/neuropathy', 'Nystagmus and other irregular eye movements', 'Tinnitus', 'Abnormal heart sounds', 'Myocardial infarction', 'Coronary atherosclerosis', 'Other chronic ischemic heart disease, unspecified', 'Cardiac arrest', 'Heart failure with reduced EF [Systolic or combined heart failure]', 'Heart transplant/surgery', 'Atherosclerosis', 'Atherosclerosis of the extremities', 'Arterial embolism and thrombosis of lower extremity artery', ""Wegener's granulomatosis"", 'Giant cell arteritis', 'Hypotension', 'Orthostatic hypotension', 'Throat pain', 'Other diseases of respiratory system, NEC', 'Dentofacial anomalies, including malocclusion', 'Anomalies of tooth position/malocclusion', 'Jaw disease NOS', 'Diseases of the salivary glands', 'Peptic ulcer (excl. esophageal)', 'Gastric ulcer', 'Dysphagia', 'Gastritis and duodenitis', 'Gastroparesis', 'Appendiceal conditions', 'Regional enteritis', 'Ulceration of the lower GI tract', 'Ulceration of intestine', 'Chronic liver disease and cirrhosis', 'Other chronic nonalcoholic liver disease', 'Cirrhosis of liver without mention of alcohol', 'Primary biliary cirrhosis', 'Liver abscess and sequelae of chronic liver disease', 'Acute and subacute necrosis of liver', 'Cholelithiasis with acute cholecystitis', 'Nephritis and nephropathy without mention of glomerulonephritis', 'Renal failure', 'Chronic renal failure [CKD]', 'End stage renal disease', 'Chronic Kidney Disease, Stage III', 'Chronic Kidney Disease, Stage IV', 'Kidney replaced by transpant', 'Disorders resulting from impaired renal function', 'Renal osteodystrophy', 'Other disorders of bladder', 'Functional disorders of bladder', 'Other symptoms/disorders or the urinary system', 'Retention of urine', 'Inflammatory diseases of prostate', 'Prostatitis', 'Chronic prostatitis', 'Prolapse of vaginal vault after hysterectomy', 'Dysplasia of female genital organs', 'Polyp of female genital organs', 'Postmenopausal bleeding', 'Known or suspected fetal abnormality affecting management of mother', 'Abnormality in fetal heart rate or rhythm', 'Disturbance of skin sensation', 'Erythematous conditions', 'Rosacea', 'Lupus (localized and systemic)', 'Systemic lupus erythematosus', 'Disorders of sweat glands', 'Chronic ulcer of leg or foot', 'Dermatomyositis', 'Arthropathy associated with infections', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Juvenile rheumatoid arthritis', 'Other disorders of cervical region', 'Disorders of muscle, ligament, and fascia', 'Other disorders of bone and cartilage', 'Symptoms and disorders of the joints', 'Joint effusions', 'Stress fracture', 'Spasm of muscle', 'Elevated carcinoembryonic antigen [CEA]', 'Shock', 'Bone marrow or stem cell transplant', 'Antineoplastic and immunosuppressive drugs causing adverse effects', 'Opiates and related narcotics causing adverse effects in therapeutic use']",0 -DRB1_1501,6,0,"[0.04732, 0.008618, 0.00306, 0.006188, 0.009762, 0.003082, 0.0252, 0.03989, 0.0376, 0.01126, 0.01624, 0.03862, 0.004849, 0.0001387, 2.101e-05, 8.188e-17, 0.0002066, 0.001014, 0.004369, 0.02239, 0.04305, 8.02e-10, 0.001754, 9.824e-07, 0.005834, 0.03712, 0.03742, 0.0002066, 0.0001692, 0.004849, 0.002176, 0.02894, 0.03123, 0.004913, 0.03761, 0.007118, 0.04659, 0.0366, 0.02962, 0.02276, 0.03915, 0.02963, 0.00444, 0.03277, 0.04105, 8.032e-24, 4.726e-08, 2.092e-06, 0.02102, 0.03833, 0.04247, 0.03237, 0.02577, 0.0001124, 0.01184, 0.002638, 0.004183, 0.01541, 0.04282, 0.04228, 0.02884, 0.04086, 0.03082, 0.02197, 0.04064, 0.004634, 0.01999, 0.006976, 0.009288, 0.04446, 0.02223, 0.02641, 0.02604, 0.04019, 0.01778, 0.01963, 0.00594, 0.01391, 0.04204, 0.0006051, 0.03002, 0.03146, 0.0215, 0.0335, 0.02476, 0.03646, 0.03659, 0.004547, 0.02472, 0.04442, 0.02616, 0.005709, 0.03473, 0.0107, 0.01757, 0.02511, 0.001276, 0.01908, 0.03091, 0.001739, 0.005635, 0.0004044, 0.001305, 0.002593, 0.002855, 0.01901, 0.009419, 0.004913, 0.02126, 0.003937, 0.001598, 0.01899, 0.0232, 0.03147, 0.03812, 0.01383, 0.0174, 0.009619, 0.009944, 0.03352, 0.0009669, 0.03253, 0.04113, 0.04949, 0.03448]","[1.235, 0.62, 1.759, 1.7, 1.297, 0.762, 1.749, 0.742, 0.771, 1.378, 1.736, 1.301, 0.887, 0.84, 0.851, 0.225, 0.112, 0.037, 0.771, 0.724, 0.845, 0.596, 0.72, 0.5, 0.616, 1.694, 0.812, 0.883, 0.882, 0.88, 0.877, 0.932, 0.845, 1.504, 1.276, 2.284, 1.22, 1.381, 1.45, 1.609, 1.747, 1.811, 1.994, 1.358, 1.262, 3.357, 2.233, 1.569, 0.688, 0.867, 0.676, 1.862, 0.543, 1.993, 0.799, 0.822, 0.888, 0.84, 0.642, 0.858, 0.766, 1.202, 0.858, 0.575, 0.524, 0.857, 0.733, 1.823, 1.817, 0.543, 0.633, 0.628, 1.419, 1.4, 0.513, 0.451, 0.821, 0.824, 0.832, 0.539, 0.793, 0.534, 1.894, 0.832, 0.769, 0.921, 0.903, 0.807, 0.798, 0.848, 0.796, 0.712, 1.174, 1.365, 1.485, 0.575, 2.316, 0.692, 1.268, 1.856, 1.204, 1.269, 1.469, 1.365, 1.373, 1.72, 0.725, 0.478, 0.662, 0.826, 0.788, 0.609, 0.461, 0.533, 0.763, 0.228, 1.27, 1.289, 1.373, 1.38, 1.964, 0.844, 1.271, 0.472, 1.167]","['Viral hepatitis C', 'Chronic hepatitis', 'Human immunodeficiency virus [HIV] disease', 'HIV infection, symptomatic', 'Viral warts & HPV', 'Viral infection', 'Histoplasmosis', 'Cancer of tongue', 'Hx of malignant neoplasm of oral cavity and pharynx', 'Malignant neoplasm of uterus', 'Cancer of other male genital organs', 'Secondary malignant neoplasm of skin', 'Hypothyroidism', 'Hypothyroidism NOS', 'Diabetes mellitus', 'Type 1 diabetes', 'Type 1 diabetes with renal manifestations', 'Type 1 diabetes with ophthalmic manifestations', 'Type 2 diabetes with renal manifestations', 'Type 2 diabetes with ophthalmic manifestations', 'Type 2 diabetes with neurological manifestations', 'Insulin pump user', 'Polyneuropathy in diabetes', 'Diabetic retinopathy', 'Hypoglycemia', 'Diabetes insipidus', 'Proteinuria', 'Disorders of lipoid metabolism', 'Hyperlipidemia', 'Hypercholesterolemia', 'Mixed hyperlipidemia', 'Disorders of fluid, electrolyte, and acid-base balance', 'Fluid overload', 'Other disorders of metabolism', 'Megaloblastic anemia', 'Congenital factor VIII disorder', 'Other diseases of blood and blood-forming organs', 'Aphasia', 'Suicidal ideation or attempt', 'Personality disorders', 'Antisocial/borderline personality disorder', 'Encephalitis', 'Organic or persistent insomnia', 'Restless legs syndrome', 'Degenerative disease of the spinal cord', 'Multiple sclerosis', 'Other demyelinating diseases of central nervous system', 'Lack of coordination', 'Retinal detachments and defects', 'Other retinal disorders', 'Macular puckering of retina', 'Chorioretinal scars', 'Hypermetropia', 'Optic neuritis/neuropathy', 'Abnormal heart sounds', 'Myocardial infarction', 'Coronary atherosclerosis', 'Other chronic ischemic heart disease, unspecified', 'Cardiac arrest', 'Heart failure with reduced EF [Systolic or combined heart failure]', 'Heart transplant/surgery', 'Late effects of cerebrovascular disease', 'Atherosclerosis', 'Giant cell arteritis', 'Encounter for long-term (current) use of antiplatelets/antithrombotics', 'Hypotension', 'Orthostatic hypotension', 'Dentofacial anomalies, including malocclusion', 'Anomalies of tooth position/malocclusion', 'Jaw disease NOS', 'Gastric ulcer', 'Gastroparesis', 'Appendiceal conditions', 'Appendicitis', 'Ulceration of the lower GI tract', 'Ulceration of intestine', 'Chronic liver disease and cirrhosis', 'Other chronic nonalcoholic liver disease', 'Cirrhosis of liver without mention of alcohol', 'Primary biliary cirrhosis', 'Liver abscess and sequelae of chronic liver disease', 'Acute and subacute necrosis of liver', 'Cholelithiasis with acute cholecystitis', 'Nephritis; nephrosis; renal sclerosis', 'Nephritis and nephropathy without mention of glomerulonephritis', 'Renal failure', 'Chronic renal failure [CKD]', 'Chronic Kidney Disease, Stage III', 'Chronic Kidney Disease, Stage IV', 'Kidney replaced by transpant', 'Disorders resulting from impaired renal function', 'Renal osteodystrophy', 'Retention of urine', 'Inflammatory diseases of prostate', 'Prostatitis', 'Prolapse of vaginal vault after hysterectomy', 'Dysplasia of female genital organs', 'Postmenopausal bleeding', 'Known or suspected fetal abnormality affecting management of mother', 'Abnormality in fetal heart rate or rhythm', 'Disturbance of skin sensation', 'Erythematous conditions', 'Rosacea', 'Lupus (localized and systemic)', 'Systemic lupus erythematosus', 'Disorders of sweat glands', 'Chronic ulcer of leg or foot', 'Dermatomyositis', 'Arthropathy associated with infections', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Juvenile rheumatoid arthritis', 'Disorders of muscle, ligament, and fascia', 'Other disorders of bone and cartilage', 'Joint effusions', 'Stress fracture', 'Spasm of muscle', 'Abnormal Papanicolaou smear of cervix and cervical HPV', 'Papanicolaou smear of cervix or vagina with atypical squamous cells', 'Abnormal tumor markers', 'Elevated carcinoembryonic antigen [CEA]', 'Shock', 'Bone marrow or stem cell transplant', 'Open wound of foot except toe(s) alone', 'Adverse drug events and drug allergies']",0 +A_2902,7,6,"[0.04298, 0.01152, 0.005067, 0.005766, 0.03877, 0.0163, 0.04801, 0.02385, 0.02941, 0.04383, 0.0403, 0.01144, 0.03864, 0.02106, 0.005367, 0.03529, 0.03936, 0.001714, 0.004069, 0.03419, 0.03715, 0.03207, 0.02532, 0.02559, 0.02663, 0.0467, 0.00857, 0.007894, 0.009874, 0.02768, 0.04742, 0.03589, 0.01268, 0.03463, 0.04438, 0.04627, 0.04792, 0.03373, 0.008132, 0.009863, 0.03055, 0.009216, 0.02512, 0.02857, 0.01979, 0.04098, 0.03849, 0.02712, 0.02771, 0.03737, 0.0377, 0.02548, 0.02817, 0.0432, 0.03531, 0.007342, 0.01607, 0.01776, 0.0446, 0.02934, 0.03413, 0.0002446, 0.0003865, 0.01592, 0.01161, 0.03549, 0.0165, 0.006673, 0.04096, 0.0159, 0.04826, 0.00155, 0.02752, 0.02396]","[0.594, 0.574, 0.658, 0.653, 0.697, 1.579, 0.857, 0.811, 0.548, 0.501, 0.816, 1.555, 0.493, 1.407, 1.386, 0.722, 1.741, 0.3, 0.331, 0.633, 1.185, 0.286, 0.841, 1.689, 2.148, 1.205, 2.639, 2.232, 0.663, 0.472, 0.242, 0.817, 0.764, 0.764, 1.278, 1.679, 0.789, 0.706, 0.793, 0.732, 0.889, 0.819, 0.834, 0.603, 0.515, 1.297, 0.298, 1.278, 1.408, 1.388, 1.477, 0.63, 1.465, 1.258, 1.299, 1.727, 0.732, 0.713, 0.611, 0.809, 2.427, 0.61, 0.615, 0.556, 1.349, 0.535, 1.429, 1.539, 2.199, 0.587, 0.645, 3.296, 1.322, 1.334]","['Methicillin resistant Staphylococcus aureus', 'Viral warts & HPV', 'Dermatophytosis / Dermatomycosis', 'Dermatophytosis', 'Dermatophytosis of nail', 'Cancer of stomach', 'Skin cancer', 'Other non-epithelial cancer of skin', 'Basal cell carcinoma', 'Squamous cell carcinoma', 'Neoplasm of uncertain behavior of skin', 'Acquired absence of breast', 'Cervical intraepithelial neoplasia [CIN] [Cervical dysplasia]', 'Secondary malignant neoplasm of digestive systems', 'Secondary malignant neoplasm of liver', 'Secondary malignancy of bone', 'Vascular hamartomas and non-neoplastic nevi', 'Benign neoplasm of uterus', 'Uterine leiomyoma', 'Disorders of the pituitary gland and its hypothalamic control', 'Protein-calorie malnutrition', 'Dysmetabolic syndrome X', 'Overweight, obesity and other hyperalimentation', 'Acquired hemolytic anemias', 'Non-autoimmune hemolytic anemias', 'Coagulation defects', 'Acquired coagulation factor deficiency', 'Diseases of spleen', 'Major depressive disorder', 'Posttraumatic stress disorder', 'Personality disorders', 'Sleep disorders', 'Sleep apnea', 'Obstructive sleep apnea', 'Migraine', 'Nerve root and plexus disorders', 'Other retinal disorders', 'Open-angle glaucoma', 'Heart valve disorders', 'Nonrheumatic mitral valve disorders', 'Cardiac dysrhythmias', 'Congestive heart failure; nonhypertensive', 'Congestive heart failure (CHF) NOS', 'Heart transplant/surgery', 'Varicose veins', 'Acute pharyngitis', 'Chronic laryngitis', 'Respiratory abnormalities', 'Hyperventilation', 'Stomatitis and mucositis', 'Stricture and stenosis of esophagus', 'Peptic ulcer (excl. esophageal)', 'Abnormal serum enzyme levels', 'Other symptoms involving abdomen and pelvis', 'Nephritis; nephrosis; renal sclerosis', 'Stricture/obstruction of ureter', 'Disorders of menstruation and other abnormal bleeding from female genital tract', 'Irregular menstrual cycle/bleeding', 'Irregular menstrual cycle', 'Menopausal and postmenopausal disorders', 'Antepartum hemorrhage, abruptio placentae, and placenta previa', 'Other arthropathies', 'Arthropathy NOS', 'Polymyalgia Rheumatica', 'Spinal stenosis of lumbar region', 'Rupture of tendon, nontraumatic', 'Curvature of spine', 'Kyphoscoliosis and scoliosis', 'Chronic fatigue syndrome', 'Dermatitis due to solar radiation', 'Chronic dermatitis due to solar radiation', 'Postoperative shock', 'Poisoning by primarily systemic agents', 'Antineoplastic and immunosuppressive drugs causing adverse effects']",0 +B_3501,8,6,"[0.03576, 0.04854, 0.03206, 0.0295, 0.01573, 0.02721, 0.03229, 0.0321, 0.0169, 0.04175, 0.0483, 0.006999, 0.007474, 0.01456, 0.004999, 0.02914, 0.02887, 0.03031, 0.02409, 0.02323, 0.01971, 0.005822, 0.04545, 0.0274, 0.04718, 0.02594, 0.03792, 0.04103, 0.01553, 0.02042, 0.04308, 0.02131, 0.00016, 0.02006, 0.004827, 0.0224, 0.01259, 0.01741, 0.04234, 0.01483, 0.002961, 0.02623, 0.03688, 0.012, 0.006722, 0.02446, 0.01561, 0.002956, 0.04371, 0.03801, 0.04009, 0.0007193, 0.002179, 0.01071, 0.02315, 0.04317, 0.04519, 0.0377, 0.02514, 0.04459, 0.04608, 0.01855, 0.03114, 0.03215, 0.02026, 0.005411, 0.03151, 0.008908, 0.009338, 0.008508, 0.01132, 0.01681, 0.03329, 0.03272, 0.03665, 0.01982, 0.03307, 0.02002, 0.01444, 0.006334, 0.01866, 0.008362, 0.0339, 0.04416, 0.005045, 0.01969, 0.005636, 0.04347]","[0.773, 0.404, 0.802, 0.798, 1.706, 1.45, 0.812, 1.487, 1.53, 0.497, 0.137, 0.64, 0.606, 0.574, 0.756, 0.401, 0.678, 0.773, 0.715, 1.756, 1.674, 2.732, 1.706, 0.425, 0.846, 0.445, 0.347, 0.614, 0.62, 0.703, 1.588, 0.794, 0.781, 0.468, 0.805, 0.682, 0.647, 0.398, 1.5, 1.502, 1.428, 1.407, 1.479, 1.306, 1.273, 1.249, 1.363, 1.574, 1.296, 1.514, 0.474, 0.426, 0.277, 0.73, 2.081, 1.379, 1.691, 1.398, 0.56, 0.808, 0.687, 2.15, 0.333, 0.215, 0.776, 0.698, 0.832, 0.459, 0.737, 0.705, 0.639, 0.246, 0.666, 0.554, 0.505, 0.87, 0.854, 0.715, 0.648, 0.347, 1.626, 2.488, 1.693, 0.78, 0.597, 1.45, 0.716, 0.632]","['Dermatophytosis', ""Althete's foot"", 'Cancer within the respiratory system', 'Cancer of bronchus; lung', 'Cervical cancer', 'Malignant neoplasm of uterus', 'Cancer of prostate', 'Nodular lymphoma', ""Graves' disease"", 'Acquired hypothyroidism', 'Carcinoid syndrome', 'Disorders of protein plasma/amino-acid transport and metabolism', 'Disorders of plasma protein metabolism', 'Paraproteinemia', 'Hyposmolality and/or hyponatremia', 'Dysmetabolic syndrome X', 'Iron deficiency anemia secondary to blood loss (chronic)', 'Delirium dementia and amnestic and other cognitive disorders', 'Dementias', 'Autism', 'Alcoholic liver damage', 'Encephalitis, non-infectious', 'Other CNS infection and poliomyelitis', 'Torsion dystonia', 'Abnormal movement', 'Chronic pain syndrome', 'Disorders of lacrimal system', 'Otalgia', 'Premature beats', 'Atherosclerosis of the extremities', 'Vascular insufficiency of intestine', 'Chronic sinusitis', 'Pneumonia', 'Chronic obstructive asthma', 'Chronic airway obstruction', 'Diseases of hard tissues of teeth', 'Dental caries', 'Other specified gastritis', 'Umbilical hernia', 'Ventral hernia', 'Inflammatory bowel disease and other gastroenteritis and colitis', 'Regional enteritis', 'Ulcerative colitis', 'Noninfectious gastroenteritis', 'Chronic liver disease and cirrhosis', 'Other chronic nonalcoholic liver disease', 'Liver abscess and sequelae of chronic liver disease', 'Portal hypertension', 'Nonspecific elevation of levels of transaminase or lactic acid dehydrogenase [LDH]', 'Nonspecific abnormal findings in stool contents', 'Secondary hyperparathyroidism (of renal origin)', 'Inflammatory diseases of prostate', 'Prostatitis', 'Erectile dysfunction [ED]', 'Hemorrhage during pregnancy; childbirth and postpartum', 'Other perinatal conditions of fetus or newborn', 'Perinatal jaundice', 'Rosacea', 'Sarcoidosis', 'Diseases of sebaceous glands', 'Unspecified osteomyelitis', 'Infective connective tissue disorders', 'Arthropathy associated with other disorders classified elsewhere', 'Arthropathy associated with neurological disorders', 'Spinal stenosis', 'Spinal stenosis of lumbar region', 'Intervertebral disc disorders', 'Postlaminectomy syndrome', 'Enthesopathy', 'Acquired foot deformities', 'Curvature of spine', 'Kyphosis (acquired)', 'Kyphoscoliosis and scoliosis', 'Derangement of joint, non-traumatic', 'Other derangement of joint', 'Osteoporosis, osteopenia and pathological fracture', 'Osteoporosis', 'Senile osteoporosis', 'Pathologic fracture', 'Pathologic fracture of vertebrae', 'Digestive congenital anomalies', 'Upper gastrointestinal congenital anomalies', 'Lower gastrointestinal congenital anomalies', 'Swelling of limb', 'Spasm of muscle', 'Fracture of tibia and fibula', 'Adverse drug events and drug allergies', 'Effects radiation NOS']",0 +B_4901,7,4,"[0.001705, 0.03203, 0.02677, 0.004462, 0.01602, 0.0355, 0.01923, 0.02067, 0.0005862, 0.02341, 0.01615, 0.0004419, 0.002837, 0.04882, 0.0377, 0.01378, 0.01505, 0.04206, 0.004671, 0.02714, 0.04614, 0.04945, 0.01162, 0.02428, 0.03316, 0.0006551, 0.01179, 0.03432, 0.04109, 0.04253, 0.04528, 0.04729, 0.004011, 0.03315, 0.009849, 0.02035, 0.0209, 0.01501, 0.01878, 0.01367, 0.03281, 0.04344, 0.01382, 0.04273, 0.03623, 0.04046, 0.0422]","[3.519, 1.792, 0.452, 3.903, 0.614, 0.63, 2.166, 0.476, 4.038, 2.458, 1.339, 4.655, 4.21, 1.22, 1.246, 2.173, 1.978, 1.445, 2.871, 1.782, 2.189, 1.849, 1.557, 1.632, 1.604, 3.127, 1.646, 2.298, 1.498, 1.72, 2.846, 2.324, 1.614, 0.646, 2.784, 1.617, 2.24, 2.339, 2.54, 1.328, 1.514, 2.887, 1.789, 1.312, 1.67, 1.898, 1.408]","['Histoplasmosis', 'Malignant neoplasm of uterus', 'Secondary malignancy of brain/spine', 'Exophthalmos', 'Abnormal glucose', 'Other abnormal glucose', 'Other endocrine disorders', 'severe protein-calorie malnutrition', 'Localized adiposity', 'Congenital coagulation defects', 'Encounter for long-term (current) use of anticoagulants', 'Acquired coagulation factor deficiency', 'Dementia with cerebral degenerations', 'Depression', 'Anxiety disorders', 'Agorophobia, social phobia, and panic disorder', 'Posttraumatic stress disorder', 'Adjustment reaction', 'Other mental disorder', 'Attention deficit hyperactivity disorder', 'Complex regional/central pain syndrome', 'Macular degeneration, dry', 'Other hypertensive complications', 'Acute pulmonary heart disease', 'Pulmonary embolism and infarction, acute', 'Second degree AV block', 'Atrial flutter', 'Cardiac complications, not elsewhere classified', 'Other aneurysm', 'Abdominal aortic aneurysm', 'Embolism and thrombosis of abdominal aorta', 'Lung transplant', 'Other disorders of bladder', 'Frequency of urination and polyuria', 'Oliguria and anuria', 'Noninflammatory female genital disorders', 'Noninflammatory disorders of vagina', 'Polyp of female genital organs', 'Polyp of corpus uteri', 'Superficial cellulitis and abscess', 'Cellulitis and abscess of leg, except foot', 'Circumscribed scleroderma', 'Polymyalgia Rheumatica', 'Syncope and collapse', 'Fracture of hand or wrist', 'Other open wound of head and face', 'Adverse drug events and drug allergies']",0 +C_0304,8,8,"[0.02852, 0.01965, 0.02568, 0.03273, 0.04096, 0.01982, 0.002352, 0.01307, 0.00366, 0.04675, 0.009261, 0.03665, 0.002027, 4.541e-08, 6.749e-07, 0.0004452, 0.0003883, 7.713e-05, 5.782e-05, 0.03861, 0.003789, 0.02569, 0.02164, 0.01694, 0.04093, 0.01649, 0.03815, 0.001556, 0.001065, 0.001819, 0.007969, 0.006727, 0.002543, 0.007537, 0.0485, 0.01796, 0.02811, 0.01946, 0.04607, 0.01471, 0.02629, 0.04504, 0.03261, 0.01587, 0.04908, 0.03011, 0.01938, 0.03745, 0.01811, 0.005912, 0.002355, 0.02493, 0.0257, 0.009863, 0.008854, 0.001109, 0.01747, 0.02487, 0.03298, 0.0123, 0.0346, 0.03162, 0.0026, 0.01162, 0.02197, 0.008245, 0.04766, 0.02965, 0.04531, 0.01902, 0.04212, 0.00436, 0.0173, 0.04092, 0.03737, 0.02148, 0.003346, 0.01011, 0.01624, 0.03547, 0.0289, 0.04345, 0.02367, 0.007127, 0.006506, 0.002788, 0.02955, 0.009257, 0.03199, 0.04783, 0.02836, 0.03557, 0.006027, 0.004638, 0.002479, 0.02093, 0.001818, 0.03188, 0.0002622]","[1.239, 1.651, 1.189, 0.404, 0.126, 0.644, 0.745, 0.775, 0.641, 1.472, 0.877, 0.894, 1.143, 1.815, 3.07, 2.387, 2.414, 2.661, 1.383, 1.254, 1.433, 0.633, 0.524, 1.283, 1.248, 2.046, 1.336, 1.131, 1.136, 1.175, 1.14, 1.185, 1.294, 1.426, 1.269, 1.131, 1.341, 1.467, 1.137, 0.491, 0.632, 0.667, 1.144, 1.189, 1.171, 1.195, 1.429, 1.551, 1.199, 1.251, 0.401, 1.186, 1.233, 0.746, 0.712, 0.568, 0.561, 0.67, 1.323, 2.28, 1.731, 1.525, 1.334, 1.615, 0.75, 0.552, 0.661, 1.297, 1.204, 1.138, 1.181, 1.282, 1.29, 0.446, 0.29, 0.51, 2.241, 1.571, 0.681, 0.714, 0.666, 0.554, 1.193, 1.324, 1.213, 1.266, 1.537, 1.203, 1.473, 1.374, 0.272, 1.31, 1.313, 1.399, 1.534, 2.16, 1.984, 1.611, 2.965]","['Intestinal infection', 'Viral Enteritis', 'Bacteremia', 'Dermatophytosis of the body', 'Cancer of hypopharynx', 'Cancer of stomach', 'Colorectal cancer', 'Colon cancer', 'Malignant neoplasm of rectum, rectosigmoid junction, and anus', 'Cervical cancer', 'Hypothyroidism', 'Hypothyroidism NOS', 'Diabetes mellitus', 'Type 1 diabetes', 'Type 1 diabetes with ketoacidosis', 'Type 1 diabetes with renal manifestations', 'Type 1 diabetes with ophthalmic manifestations', 'Type 1 diabetes with neurological manifestations', 'Insulin pump user', 'Polyneuropathy in diabetes', 'Diabetic retinopathy', 'Glucocorticoid deficiency', 'Other endocrine disorders', 'Proteinuria', 'Disorders of protein plasma/amino-acid transport and metabolism', 'Disturbances of amino-acid transport', 'Paraproteinemia', 'Disorders of lipoid metabolism', 'Hyperlipidemia', 'Hypercholesterolemia', 'Mixed hyperlipidemia', 'Disorders of mineral metabolism', 'Disorders of calcium/phosphorus metabolism', 'Hypocalcemia', 'Disorders of phosphorus metabolism', 'Hypovolemia', 'Megaloblastic anemia', 'Other vitamin B12 deficiency anemia', 'Anemia of chronic disease', 'Alcoholic liver damage', ""Parkinson's disease"", 'Otitis externa', 'Hypertensive heart and/or renal disease', 'Hypertensive chronic kidney disease', 'Other chronic ischemic heart disease, unspecified', 'Other forms of chronic heart disease', 'ASCVD', 'Precordial pain', 'Cardiomyopathy', 'Primary/intrinsic cardiomyopathies', 'Right bundle branch block', 'Paroxysmal tachycardia, unspecified', 'Heart failure NOS', 'Other aneurysm', 'Aortic aneurysm', 'Abdominal aortic aneurysm', 'Other disorders of arteries and arterioles', 'Noninfectious disorders of lymphatic channels', 'Circulatory disease NEC', 'Eosinophilic esophagitis', 'Hemorrhage from gastrointestinal ulcer', 'Peptic ulcer, site unspecified', 'Disorders of function of stomach', 'Gastroparesis', 'Inflammatory bowel disease and other gastroenteritis and colitis', 'Ulcerative colitis', 'Ileostomy status', 'Paralytic ileus', 'Nephritis; nephrosis; renal sclerosis', 'Chronic renal failure [CKD]', 'Chronic Kidney Disease, Stage III', 'Kidney replaced by transpant', 'Disorders resulting from impaired renal function', 'Oliguria and anuria', 'Other disorders of prostate', 'Need for Hormone replacement therapy (postmenopausal)', 'Infections specific to the perinatal period', 'Cellulitis and abscess of foot, toe', 'Psoriasis and related disorders', 'Psoriasis', 'Psoriasis vulgaris', 'Psoriatic arthropathy', 'Diseases of sebaceous glands', 'Sebaceous cyst', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Sacroiliitis NEC', 'Other disorders of synovium, tendon, and bursa', 'Ganglion and cyst of synovium, tendon, and bursa', 'Hammer toe (acquired)', 'Osteoarthrosis involving more than one site, but not specified as generalized', 'Valvular heart disease/ heart chambers', 'Genitourinary congenital anomalies', 'Congenital anomalies of urinary system', 'Cystic kidney disease', 'Elevated cancer antigen 125 [CA 125]', 'Fracture of patella', 'Open wound of finger(s)', 'Poisoning by analgesics, antipyretics, and antirheumatics']",0 +DPB1_0201,6,5,"[0.04636, 0.03106, 0.04969, 0.01925, 0.0201, 0.03205, 0.00386, 0.04488, 0.03966, 0.02433, 0.001825, 0.01517, 0.0349, 0.04616, 0.01474, 0.01897, 0.01123, 0.04182, 0.03393, 0.04225, 0.0469, 0.004425, 0.04656, 0.03313, 0.01492, 0.02329, 0.01434, 0.02341, 0.02429, 0.02255, 0.02325, 0.01453, 0.04215, 0.003379, 0.005302, 0.01588, 0.01312, 0.029, 0.01628, 0.03477, 0.01608, 0.02727, 0.001541, 0.003625, 0.01181, 0.04709, 0.03254, 0.03422, 0.03198, 0.04366, 0.02575, 0.03158, 0.02047, 0.02539, 0.02888, 0.02117, 0.03005, 0.04984, 0.0288, 0.03283, 0.01226, 0.005649, 0.002793, 0.009924, 0.0335, 0.007235, 0.02485, 0.03646, 0.03886, 0.04805, 0.01894, 0.0189, 0.004703, 0.0006735, 0.002599, 0.04865, 0.00464, 0.008989, 0.01611, 0.02283]","[0.737, 0.764, 0.85, 1.583, 0.622, 1.59, 1.257, 0.418, 0.459, 1.543, 0.353, 0.377, 0.59, 0.389, 0.766, 0.752, 0.687, 0.934, 0.921, 0.909, 0.904, 1.348, 1.211, 0.739, 0.568, 1.761, 0.681, 1.313, 0.835, 0.849, 0.812, 0.544, 1.201, 1.73, 1.715, 1.395, 1.596, 1.344, 0.746, 0.518, 0.426, 0.314, 1.371, 1.625, 1.709, 1.387, 1.218, 1.571, 1.369, 1.609, 1.898, 0.588, 0.438, 0.877, 0.866, 0.809, 0.728, 1.711, 0.317, 0.802, 1.555, 1.711, 1.209, 1.203, 1.454, 0.57, 0.908, 1.447, 0.616, 0.423, 0.825, 0.708, 0.419, 0.705, 0.647, 1.264, 1.253, 0.594, 2.032, 1.771]","['Gram negative septicemia', 'Viral hepatitis C', 'Dermatophytosis / Dermatomycosis', 'Malignant neoplasm of small intestine, including duodenum', 'Carcinoma in situ of skin', 'Cancer of eye', 'Secondary malignant neoplasm of liver', 'Neurofibromatosis', 'Other benign neoplasm of connective and other soft tissue', 'Vascular hamartomas and non-neoplastic nevi', 'Benign neoplasm of eye', 'Benign neoplasm of eye, uveal', 'Adrenal hyperfunction', ""Cushing's syndrome"", 'Disorders of protein plasma/amino-acid transport and metabolism', 'Disorders of plasma protein metabolism', 'Paraproteinemia', 'Disorders of fluid, electrolyte, and acid-base balance', 'Electrolyte imbalance', 'Overweight, obesity and other hyperalimentation', 'Obesity', 'Iron deficiency anemia secondary to blood loss (chronic)', 'Dysthymic disorder', 'Alcoholism', 'Alcoholic liver damage', 'Organic or persistent insomnia', 'Multiple sclerosis', 'Generalized convulsive epilepsy', 'Other conditions of brain', 'Other retinal disorders', 'Degeneration of macula and posterior pole of retina', 'Optic neuritis/neuropathy', 'Eustachian tube disorders', 'Other disorders of tympanic membrane', 'Perforation of tympanic membrane', 'ASCVD', 'Atherosclerosis of native arteries of the extremities with ulceration or gangrene', 'Asthma with exacerbation', 'Respiratory insufficiency', 'Lung transplant', 'Jaw disease NOS', 'Leukoplakia of oral mucosa', 'Peptic ulcer (excl. esophageal)', 'Gastric ulcer', 'Duodenal ulcer', 'Gastritis and duodenitis, NOS', 'Diseases of pancreas', 'Chronic pancreatitis', 'Stricture/obstruction of ureter', 'Urinary complications NEC', 'Acute prostatitis', 'Redundant prepuce and phimosis/BXO', 'Benign neoplasm of breast', 'Abnormal findings on mammogram or breast exam', 'Abnormal mammogram', 'Other nonmalignant breast conditions', 'Ovarian cyst', 'Other complications of pregnancy NEC', 'Hirsutism', 'Decubitus ulcer', 'Sicca syndrome', 'Dermatomyositis', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Juvenile rheumatoid arthritis', 'Aseptic necrosis of bone', 'Osteoporosis, osteopenia and pathological fracture', 'Other specified congenital anomalies of nervous system', 'Other congenital musculoskeletal anomalies', 'Pectus and other congenital anomalies of ribs/sternum', 'Fracture of lower limb', 'Fracture of tibia and fibula', 'Fracture of patella', 'Fracture of ankle and foot', 'Fracture of foot', 'Complication due to other implant and internal device', 'Open wounds of head; neck; and trunk', 'Urticaria', 'Poisoning by analgesics, antipyretics, and antirheumatics', 'Adverse effects of sedatives or other central nervous system depressants and anesthetics']",0 +DQB1_0301,8,7,"[0.01143, 0.02843, 0.01042, 0.009669, 0.003144, 0.03384, 0.0007168, 0.001213, 0.00136, 0.01089, 0.04472, 0.0106, 0.01428, 0.03306, 0.02604, 0.02276, 0.003197, 0.004671, 7.085e-07, 1.946e-11, 0.0003435, 0.002952, 0.0001052, 0.002669, 0.007684, 0.0158, 0.04974, 0.01708, 0.0002164, 0.003232, 8.342e-05, 0.001341, 0.04905, 0.00488, 0.02337, 0.009255, 0.03243, 0.04808, 0.01728, 0.03566, 0.01919, 0.02449, 0.03169, 0.04176, 0.03, 0.000906, 0.001453, 0.02583, 0.04276, 0.01229, 0.04733, 0.01792, 0.02641, 0.003854, 0.001852, 0.04095, 0.02095, 0.02569, 0.02184, 0.04066, 0.0003633, 0.01281, 0.04964, 0.03496, 0.03116, 0.0001018, 0.001171, 0.000297, 7.555e-05, 0.003074, 0.00289, 0.003224, 0.007441, 0.001225, 0.02743, 0.003061, 0.01046, 0.04265, 0.03875, 0.02871, 0.03183, 0.03411, 0.04335, 0.005153, 0.03345, 0.0298, 0.026, 0.005521, 0.006112, 0.04398, 0.01041, 0.01182, 0.004114, 0.03054, 0.03193, 0.04228, 0.007141, 0.04786, 0.03072, 0.0189, 0.04101, 0.02447, 0.02352, 0.04146]","[0.482, 0.789, 0.827, 0.821, 0.766, 1.388, 0.816, 0.818, 0.819, 0.73, 1.081, 1.146, 0.655, 0.739, 0.627, 0.39, 1.119, 1.123, 0.839, 0.44, 0.327, 0.404, 0.234, 0.387, 0.905, 0.817, 0.859, 0.682, 0.765, 0.754, 0.625, 0.6, 1.388, 0.628, 1.211, 1.118, 1.129, 1.359, 1.139, 1.893, 0.56, 0.646, 0.535, 0.734, 0.658, 0.63, 0.723, 0.868, 0.718, 0.881, 0.523, 0.576, 0.42, 0.771, 0.697, 1.233, 1.253, 0.533, 1.273, 0.561, 0.622, 1.461, 1.171, 0.65, 0.545, 0.772, 0.789, 0.733, 0.525, 0.745, 0.685, 0.689, 1.133, 1.245, 0.79, 0.642, 1.766, 0.847, 0.819, 1.26, 1.219, 1.456, 1.69, 1.976, 1.522, 0.904, 0.685, 0.743, 0.738, 0.657, 0.467, 1.158, 1.206, 1.796, 0.903, 0.868, 0.723, 1.181, 1.198, 1.214, 1.269, 1.362, 1.267, 1.276]","['Herpes zoster with nervous system complications', 'Viral hepatitis C', 'Dermatophytosis / Dermatomycosis', 'Dermatophytosis', 'Dermatophytosis of nail', 'Carcinoma in situ of skin', 'Breast cancer', 'Breast cancer [female]', 'Malignant neoplasm of female breast', 'Acquired absence of breast', 'Secondary malignant neoplasm', 'Secondary malignancy of lymph nodes', 'Polycythemia vera', 'Large cell lymphoma', 'Vascular hamartomas and non-neoplastic nevi', 'Exophthalmos', 'Hypothyroidism', 'Hypothyroidism NOS', 'Diabetes mellitus', 'Type 1 diabetes', 'Type 1 diabetes with ketoacidosis', 'Type 1 diabetes with renal manifestations', 'Type 1 diabetes with ophthalmic manifestations', 'Type 1 diabetes with neurological manifestations', 'Type 2 diabetes', 'Type 2 diabetes with renal manifestations', 'Type 2 diabetes with neurological manifestations', 'Diabetes type 2 with peripheral circulatory disorders', 'Insulin pump user', 'Polyneuropathy in diabetes', 'Diabetic retinopathy', 'Hypoglycemia', 'Other endocrine disorders', 'Hyperglyceridemia', 'Disorders of magnesium metabolism', 'Hypopotassemia', 'Iron deficiency anemias', 'Pernicious anemia', 'Acute posthemorrhagic anemia', 'Dementia with cerebral degenerations', 'Other mental disorder', 'Alcoholic liver damage', 'Organic or persistent insomnia', 'Restless legs syndrome', 'Torsion dystonia', 'Multiple sclerosis', 'Lack of coordination', 'Other retinal disorders', 'Retinal vascular changes and abnomalities', 'Senile cataract', 'Epiphora', ""Meniere's disease"", 'Labyrinthitis', 'Atrioventricular [AV] block', 'Atrioventricular block, complete', 'Heart transplant/surgery', 'Polyarteritis nodosa and allied conditions', 'Encounter for long-term (current) use of antiplatelets/antithrombotics', 'Acute and chronic tonsillitis', 'Disorders of diaphragm', 'Esophageal bleeding (varices/hemorrhage)', 'Gastritis and duodenitis, NOS', 'Disorders of function of stomach', 'Acute appendicitis', 'Celiac disease', 'Chronic liver disease and cirrhosis', 'Other chronic nonalcoholic liver disease', 'Cirrhosis of liver without mention of alcohol', 'Primary biliary cirrhosis', 'Liver abscess and sequelae of chronic liver disease', 'Portal hypertension', 'Liver replaced by transplant', 'Gastrointestinal hemorrhage', 'Blood in stool', 'Nephritis and nephropathy without mention of glomerulonephritis', 'Nephritis and nephropathy in diseases classified elsewhere', 'Urinary complications NEC', 'Benign mammary dysplasias', 'Inflammatory diseases of female pelvic organs', 'Prolapse of vaginal walls', 'Noninflammatory female genital disorders', 'Noninflammatory disorders of vagina', 'Noninflammatory disorders of vulva and perineum', 'Dyspareunia', 'Dysmenorrhea', 'Superficial cellulitis and abscess', 'Cellulitis and abscess of foot, toe', 'Lupus (localized and systemic)', 'Systemic lupus erythematosus', 'Diseases of nail, NOS', 'Polymyositis', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Ankylosing spondylitis', 'Peripheral enthesopathies and allied syndromes', 'Enthesopathy', 'Stiffness of joint', 'Senile osteoporosis', 'Other specified osteoporosis', 'Genitourinary congenital anomalies', 'Papanicolaou smear of cervix or vagina with atypical squamous cells', 'Fracture of unspecified part of femur', 'Complication of internal orthopedic device', 'Systemic inflammatory response syndrome (SIRS)']",0 +DQB1_0302,7,7,"[0.00999, 0.03292, 0.01003, 0.01394, 0.01137, 0.02089, 0.02352, 0.03191, 0.03678, 0.0308, 1.71e-11, 4.6129999999999996e-54, 9.957e-18, 1.8e-15, 2.707e-16, 3.02e-14, 1.217e-10, 0.04905, 0.004673, 1.905e-09, 0.0004308, 0.02921, 0.007571, 0.02926, 0.006976, 0.01977, 0.01599, 0.002461, 0.04479, 0.008746, 0.00916, 0.009962, 0.043, 0.0323, 0.04094, 0.04136, 0.01429, 0.02115, 0.0241, 0.01654, 0.04866, 0.03819, 0.03002, 0.04345, 0.02617, 0.04543, 0.02195, 0.004747, 0.02928, 0.04972, 0.02144, 0.02811, 0.0255, 0.02701, 0.009126, 0.0178, 0.02545, 0.04368, 0.004171, 0.02377, 0.01492, 0.02983, 0.0198, 0.005485, 0.002518, 0.03151, 0.03999, 0.04143, 0.03945, 0.01935, 0.04159, 0.01469, 0.003596, 0.005321, 0.002123, 0.02058, 0.04074, 0.04042, 5.836e-05, 0.04521, 0.007704, 0.032, 0.04867, 0.02384, 0.03584, 0.001632, 0.005255, 0.01078, 0.009903, 0.0298, 3.844e-07, 2.475e-10, 0.01645, 0.000802, 0.02255, 0.02644, 0.02211, 0.03737, 0.01029, 0.0006564, 0.02283, 0.0004123, 0.0003642, 0.00165, 0.006285, 0.009511, 0.01674, 0.02846, 0.04948, 0.03771, 0.04308, 0.03462, 0.04323, 0.0005974, 0.003822, 0.02164, 0.03285, 0.004033, 0.04063, 0.04946, 0.002106]","[1.498, 1.397, 1.363, 1.448, 1.591, 0.861, 1.561, 1.614, 1.953, 1.543, 1.298, 4.42, 7.093, 6.658, 7.326, 6.257, 1.595, 1.154, 1.325, 1.92, 1.681, 1.248, 1.382, 1.374, 2.31, 1.204, 1.303, 1.154, 0.448, 1.266, 1.612, 0.614, 1.222, 1.488, 1.433, 0.624, 1.51, 1.649, 1.38, 1.717, 1.869, 1.566, 1.151, 1.187, 1.216, 0.884, 1.219, 0.372, 1.533, 1.485, 1.498, 1.47, 1.309, 1.161, 1.451, 0.599, 0.549, 1.268, 0.689, 0.698, 1.544, 0.776, 0.775, 0.588, 0.552, 0.821, 0.381, 1.357, 0.75, 0.296, 0.69, 1.397, 1.275, 1.355, 1.544, 1.78, 1.222, 1.186, 1.371, 1.301, 1.595, 0.551, 0.427, 1.86, 0.401, 1.663, 2.391, 1.338, 1.593, 1.379, 1.381, 1.56, 0.572, 1.469, 0.649, 1.184, 1.161, 1.421, 1.726, 1.324, 1.938, 1.538, 1.671, 1.262, 1.125, 1.147, 1.252, 1.141, 1.264, 1.154, 0.933, 1.204, 0.468, 1.447, 2.226, 1.915, 1.931, 1.751, 0.584, 1.419, 2.144]","['Herpes simplex', 'Squamous cell carcinoma', 'Cervical cancer and dysplasia', 'Cervical intraepithelial neoplasia [CIN] [Cervical dysplasia]', 'Cancer of other female genital organs', 'Secondary malignancy of lymph nodes', 'Vascular hamartomas and non-neoplastic nevi', 'Nevus, non-neoplastic', 'Exophthalmos', 'Secondary diabetes mellitus', 'Diabetes mellitus', 'Type 1 diabetes', 'Type 1 diabetes with ketoacidosis', 'Type 1 diabetes with renal manifestations', 'Type 1 diabetes with ophthalmic manifestations', 'Type 1 diabetes with neurological manifestations', 'Insulin pump user', 'Other abnormal glucose', 'Polyneuropathy in diabetes', 'Diabetic retinopathy', 'Hypoglycemia', 'Disorders of adrenal glands', 'Adrenal hypofunction', 'Glucocorticoid deficiency', 'Disorders of amino-acid metabolism', 'Disorders of calcium/phosphorus metabolism', 'Disorders of phosphorus metabolism', 'Hypovolemia', 'Hallucinations', 'Substance addiction and disorders', 'Cerebral degeneration, unspecified', ""Parkinson's disease"", 'Extrapyramidal disease and abnormal movement disorders', 'Torsion dystonia', 'Trigeminal nerve disorders [CN5]', 'Retinal detachment with retinal defect', 'Other nondiabetic retinopathy', 'Hypermetropia', 'Blindness and low vision', 'Optic atrophy', 'Labyrinthitis', 'Nonrheumatic pulmonary valve disorders', 'Hypertensive chronic kidney disease', 'Abnormal electrocardiogram [ECG] [EKG]', 'Paroxysmal ventricular tachycardia', 'Palpitations', 'Heart failure NOS', 'Subarachnoid hemorrhage', 'Atherosclerosis of native arteries of the extremities with ulceration or gangrene', 'Giant cell arteritis', 'Arteritis NOS', 'Phlebitis and thrombophlebitis of lower extremities', 'Circulatory disease NEC', 'Chronic sinusitis', 'Bronchiectasis', 'Other alveolar and parietoalveolar pneumonopathy', 'Idiopathic fibrosing alveolitis', 'Wheezing', 'Hyperventilation', 'Stricture and stenosis of esophagus', 'Gastroparesis', 'Inguinal hernia', 'Inflammatory bowel disease and other gastroenteritis and colitis', 'Ulcerative colitis', 'Ileostomy status', 'Functional digestive disorders', 'Anal and rectal polyp', 'Primary biliary cirrhosis', 'Jaundice (not of newborn)', 'Cholelithiasis with acute cholecystitis', 'Cholangitis', 'Acute pancreatitis', 'Nephritis; nephrosis; renal sclerosis', 'Nephritis and nephropathy without mention of glomerulonephritis', 'Nephritis and nephropathy in diseases classified elsewhere', 'Renal sclerosis, NOS', 'Renal dialysis', 'End stage renal disease', 'Kidney replaced by transpant', 'Inflammatory diseases of prostate', 'Prostatitis', 'Uterine/Uterovaginal prolapse', 'Vaginal enterocele, congenital or acquired', 'Dysplasia of female genital organs', 'Perinatal disorders of digestive system', 'Cellulitis and abscess of foot, toe', 'Hidradenitis', 'Chronic ulcer of leg or foot', 'Acute osteomyelitis', 'Chronic osteomyelitis', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Juvenile rheumatoid arthritis', 'Polymyalgia Rheumatica', 'Postlaminectomy syndrome', 'Enthesopathy', 'Other disorders of synovium, tendon, and bursa', 'Ganglion and cyst of synovium, tendon, and bursa', 'Contracture of tendon (sheath)', 'Acquired foot deformities', 'Flat foot', 'Acquired toe deformities', 'Hammer toe (acquired)', 'Osteoarthrosis, generalized', 'Osteoporosis, osteopenia and pathological fracture', 'Osteoporosis', 'Other specified osteoporosis', 'Osteopenia or other disorder of bone and cartilage', 'Valvular heart disease/ heart chambers', 'Myalgia and myositis unspecified', 'Abdominal pain', 'Dislocation', 'Traumatic arthropathy', 'Complications of transplants and reattached limbs', 'Open wound of foot except toe(s) alone', 'Traumatic amputation', 'Complication of amputation stump', 'Non-healing surgical wound', 'Allergic reaction to food', 'Poisoning by hormones and synthetic substitutes', 'Adverse effects of sedatives or other central nervous system depressants and anesthetics']",0 +DQB1_0602,8,5,"[0.006327, 0.01126, 0.02155, 0.001895, 0.03208, 0.04996, 0.009974, 0.01401, 0.0214, 0.005281, 0.008625, 0.03754, 0.04309, 0.03435, 0.005294, 0.0002263, 4.989e-05, 6.077e-17, 0.0002731, 0.001174, 0.005651, 3.5e-08, 0.01114, 3.108e-06, 0.01802, 0.0258, 0.03402, 0.03976, 0.04763, 0.03489, 0.001017, 0.0008348, 0.009849, 0.002024, 0.02042, 0.03347, 0.04662, 0.003677, 0.03781, 0.03576, 0.02355, 0.04585, 0.03182, 0.04807, 0.03805, 0.01399, 0.02809, 0.008847, 0.005668, 0.03659, 0.02146, 4.425e-25, 4.411e-08, 0.03633, 2.455e-06, 0.03193, 0.03872, 0.0208, 0.02179, 1.841e-05, 0.04925, 0.04448, 0.0142, 0.006992, 0.004668, 0.008515, 0.02638, 0.008388, 0.04743, 0.03602, 0.04113, 0.04793, 0.04393, 0.02269, 0.005588, 0.02737, 0.03824, 0.02731, 0.008524, 0.01165, 0.0182, 0.047, 0.04362, 0.0161, 0.02081, 0.0326, 0.02772, 0.04954, 0.03753, 0.01425, 0.01376, 0.005914, 0.009887, 0.02497, 0.000834, 0.038, 0.04408, 0.01409, 0.04462, 0.01716, 0.02051, 0.02272, 0.00437, 0.03721, 0.03987, 0.0131, 0.001417, 0.03973, 0.04788, 0.04866, 0.01484, 0.009976, 0.007346, 0.0238, 0.02412, 0.001907, 0.02751, 0.006068, 0.04615, 0.0017, 0.007397, 0.0004611, 0.001285, 0.003627, 0.004374, 0.04201, 0.007489, 0.004513, 0.02611, 0.004878, 0.001161, 0.01994, 0.04749, 0.0164, 0.04401, 0.04435, 0.01915, 0.03339, 0.03935, 0.002023, 0.02306, 0.01644, 0.03375, 0.02568]","[0.601, 1.633, 1.572, 0.749, 1.716, 0.82, 0.677, 0.821, 0.812, 0.696, 1.397, 1.239, 1.233, 1.311, 0.887, 0.843, 0.856, 0.205, 0.117, 0.038, 0.774, 0.629, 0.767, 0.515, 0.662, 1.757, 0.601, 0.89, 0.882, 0.807, 0.895, 0.893, 0.889, 0.874, 0.927, 0.923, 0.854, 1.526, 0.875, 1.239, 1.305, 1.67, 1.954, 1.22, 1.381, 1.671, 1.811, 2.033, 1.964, 1.33, 1.392, 3.475, 2.244, 1.227, 1.57, 0.704, 0.665, 1.959, 0.525, 2.145, 1.74, 1.286, 0.802, 0.837, 0.888, 0.825, 0.605, 0.816, 0.784, 0.86, 0.817, 1.57, 1.498, 0.571, 0.859, 0.743, 0.546, 0.514, 1.803, 1.792, 0.464, 0.694, 0.801, 0.61, 0.887, 0.842, 0.626, 1.368, 0.759, 0.492, 0.415, 0.819, 0.814, 0.814, 0.544, 0.8, 0.555, 1.978, 0.79, 0.91, 0.892, 0.823, 0.804, 0.81, 0.843, 0.771, 0.667, 1.174, 1.207, 1.082, 1.205, 1.372, 1.563, 1.964, 0.566, 2.254, 0.59, 0.639, 1.249, 1.864, 1.199, 1.269, 1.475, 1.354, 1.358, 1.613, 0.714, 0.465, 0.669, 0.828, 0.779, 0.608, 0.62, 0.424, 0.555, 0.862, 0.731, 0.325, 1.234, 1.89, 0.833, 1.325, 1.195, 1.808]","['Chronic hepatitis', 'Human immunodeficiency virus [HIV] disease', 'HIV infection, symptomatic', 'Viral infection', 'Histoplasmosis', 'Cancer of mouth', 'Cancer of tongue', 'Cancer of larynx, pharynx, nasal cavities', 'Cancer of larynx', 'Hx of malignant neoplasm of oral cavity and pharynx', 'Malignant neoplasm of uterus', 'Cancer of bladder', 'Malignant neoplasm of bladder', 'Secondary malignant neoplasm of skin', 'Hypothyroidism', 'Hypothyroidism NOS', 'Diabetes mellitus', 'Type 1 diabetes', 'Type 1 diabetes with renal manifestations', 'Type 1 diabetes with ophthalmic manifestations', 'Type 2 diabetes with renal manifestations', 'Insulin pump user', 'Polyneuropathy in diabetes', 'Diabetic retinopathy', 'Hypoglycemia', 'Diabetes insipidus', 'Adrenal hyperfunction', 'Vitamin deficiency', 'Vitamin D deficiency', 'Proteinuria', 'Disorders of lipoid metabolism', 'Hyperlipidemia', 'Hypercholesterolemia', 'Mixed hyperlipidemia', 'Disorders of fluid, electrolyte, and acid-base balance', 'Electrolyte imbalance', 'Fluid overload', 'Other disorders of metabolism', 'Iron deficiency anemias', 'Other deficiency anemia', 'Megaloblastic anemia', 'Non-autoimmune hemolytic anemias', 'Congenital factor VIII disorder', 'Other diseases of blood and blood-forming organs', 'Aphasia', 'Personality disorders', 'Antisocial/borderline personality disorder', 'Encephalitis', 'Organic or persistent insomnia', 'Sleep related movement disorders', 'Restless legs syndrome', 'Multiple sclerosis', 'Other demyelinating diseases of central nervous system', 'Abnormal involuntary movements', 'Lack of coordination', 'Retinal detachments and defects', 'Macular puckering of retina', 'Chorioretinal scars', 'Hypermetropia', 'Optic neuritis/neuropathy', 'Nystagmus and other irregular eye movements', 'Tinnitus', 'Abnormal heart sounds', 'Myocardial infarction', 'Coronary atherosclerosis', 'Other chronic ischemic heart disease, unspecified', 'Cardiac arrest', 'Heart failure with reduced EF [Systolic or combined heart failure]', 'Heart transplant/surgery', 'Atherosclerosis', 'Atherosclerosis of the extremities', 'Arterial embolism and thrombosis of lower extremity artery', ""Wegener's granulomatosis"", 'Giant cell arteritis', 'Hypotension', 'Orthostatic hypotension', 'Throat pain', 'Other diseases of respiratory system, NEC', 'Dentofacial anomalies, including malocclusion', 'Anomalies of tooth position/malocclusion', 'Jaw disease NOS', 'Diseases of the salivary glands', 'Peptic ulcer (excl. esophageal)', 'Gastric ulcer', 'Dysphagia', 'Gastritis and duodenitis', 'Gastroparesis', 'Appendiceal conditions', 'Regional enteritis', 'Ulceration of the lower GI tract', 'Ulceration of intestine', 'Chronic liver disease and cirrhosis', 'Other chronic nonalcoholic liver disease', 'Cirrhosis of liver without mention of alcohol', 'Primary biliary cirrhosis', 'Liver abscess and sequelae of chronic liver disease', 'Acute and subacute necrosis of liver', 'Cholelithiasis with acute cholecystitis', 'Nephritis and nephropathy without mention of glomerulonephritis', 'Renal failure', 'Chronic renal failure [CKD]', 'End stage renal disease', 'Chronic Kidney Disease, Stage III', 'Chronic Kidney Disease, Stage IV', 'Kidney replaced by transpant', 'Disorders resulting from impaired renal function', 'Renal osteodystrophy', 'Other disorders of bladder', 'Functional disorders of bladder', 'Other symptoms/disorders or the urinary system', 'Retention of urine', 'Inflammatory diseases of prostate', 'Prostatitis', 'Chronic prostatitis', 'Prolapse of vaginal vault after hysterectomy', 'Dysplasia of female genital organs', 'Polyp of female genital organs', 'Postmenopausal bleeding', 'Known or suspected fetal abnormality affecting management of mother', 'Abnormality in fetal heart rate or rhythm', 'Disturbance of skin sensation', 'Erythematous conditions', 'Rosacea', 'Lupus (localized and systemic)', 'Systemic lupus erythematosus', 'Disorders of sweat glands', 'Chronic ulcer of leg or foot', 'Dermatomyositis', 'Arthropathy associated with infections', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Juvenile rheumatoid arthritis', 'Other disorders of cervical region', 'Disorders of muscle, ligament, and fascia', 'Other disorders of bone and cartilage', 'Symptoms and disorders of the joints', 'Joint effusions', 'Stress fracture', 'Spasm of muscle', 'Elevated carcinoembryonic antigen [CEA]', 'Shock', 'Bone marrow or stem cell transplant', 'Antineoplastic and immunosuppressive drugs causing adverse effects', 'Opiates and related narcotics causing adverse effects in therapeutic use']",0 +DQB1_0603,6,6,"[0.01223, 0.01942, 0.02344, 0.03579, 0.02374, 0.004143, 0.04967, 0.03805, 0.0003364, 1.529e-05, 0.01564, 0.02103, 0.02168, 0.04969, 0.005956, 0.03057, 0.04753, 0.04391, 0.03569, 0.03836, 0.01365, 0.003047, 0.03773, 0.03946, 0.01159, 0.04208, 0.04346, 0.005143, 0.02832, 0.04047, 0.03797, 0.0348, 0.03781, 0.03735, 4.994e-05, 0.04904, 0.04775, 0.01912, 0.04098, 0.03005, 0.02905, 0.02581, 0.01705, 0.04389, 0.009789, 0.0225, 0.04087, 0.006943, 0.02365, 0.02108, 0.02452, 0.03253, 0.03462, 0.03249, 0.0419, 0.000364, 0.005061, 8.749e-05, 0.007651, 0.002968, 0.03475, 0.005704, 0.01194, 0.01117, 0.01341, 0.04776, 0.04503, 0.02744, 0.03585, 0.001151, 0.0001724, 0.01529, 0.005438, 0.01582, 0.02631, 0.0496, 0.03676, 0.02724, 0.04426, 0.02398, 0.01288, 0.01193, 0.02655, 0.01817, 0.01336, 0.02194, 0.007381, 0.03436, 0.00537, 0.02773, 0.04575, 0.009367, 0.02983]","[0.558, 0.794, 0.799, 0.791, 0.816, 1.254, 2.015, 0.445, 0.827, 0.394, 0.088, 0.098, 0.099, 0.314, 0.857, 0.789, 0.82, 0.744, 0.68, 0.717, 0.692, 1.544, 0.791, 0.583, 0.529, 0.72, 0.68, 0.801, 0.839, 0.82, 0.825, 0.75, 1.556, 1.223, 1.887, 0.662, 0.485, 2.029, 0.695, 1.215, 0.277, 1.487, 1.625, 0.879, 0.844, 0.833, 1.299, 1.395, 1.545, 1.316, 1.777, 0.513, 1.384, 1.472, 0.629, 0.613, 0.279, 0.437, 0.49, 0.381, 1.202, 1.621, 0.349, 1.768, 1.234, 0.362, 0.71, 1.819, 0.485, 0.73, 0.652, 1.194, 1.269, 1.544, 1.565, 1.669, 1.866, 1.528, 1.984, 1.223, 1.562, 1.651, 2.231, 0.184, 1.27, 1.335, 1.798, 1.843, 2.546, 1.519, 0.459, 2.467, 0.623]","['Cancer of oropharynx', 'Cancer within the respiratory system', 'Cancer of bronchus; lung', 'Cancer of urinary organs (incl. kidney and bladder)', 'Cancer, suspected or other', 'Benign neoplasm of skin', 'Benign neoplasm of adrenal gland', 'Secondary diabetes mellitus', 'Diabetes mellitus', 'Type 1 diabetes', 'Type 1 diabetes with ketoacidosis', 'Type 1 diabetes with renal manifestations', 'Type 1 diabetes with ophthalmic manifestations', 'Type 1 diabetes with neurological manifestations', 'Type 2 diabetes', 'Insulin pump user', 'Other abnormal glucose', 'Polyneuropathy in diabetes', 'Diabetic retinopathy', 'Vitamin B-complex deficiencies', 'Proteinuria', 'Hypocalcemia', 'Fluid overload', 'Other disorders of metabolism', 'Other immunological findings', 'Other deficiency anemia', 'Megaloblastic anemia', 'Purpura and other hemorrhagic conditions', 'Thrombocytopenia', 'Other specified nonpsychotic and/or transient mental disorders', 'Altered mental status', 'Substance addiction and disorders', 'Retinal detachment with retinal defect', 'Visual disturbances', 'Diplopia and disorders of binocular vision', 'Disorders of optic nerve and visual pathways', 'Optic neuritis/neuropathy', 'Disorders of iris and ciliary body', 'Conductive hearing loss', 'Other chronic ischemic heart disease, unspecified', 'Arterial embolism and thrombosis of lower extremity artery', 'Varicose veins of lower extremity', 'Varicose veins of lower extremity, symptomtic', 'Pleurisy; pleural effusion', 'Respiratory failure, insufficiency, arrest', 'Respiratory failure', 'Peptic ulcer (excl. esophageal)', 'Inguinal hernia', 'Umbilical hernia', 'Inflammatory bowel disease and other gastroenteritis and colitis', 'Ulcerative colitis (chronic)', 'Peritoneal adhesions (postoperative) (postinfection)', 'Liver replaced by transplant', 'Cholangitis', 'Acute pancreatitis', 'Nephritis; nephrosis; renal sclerosis', 'Nephrotic syndrome without mention of glomerulonephritis', 'Nephritis and nephropathy without mention of glomerulonephritis', 'Nephritis and nephropathy in diseases classified elsewhere', 'Nephritis and nephropathy with pathological lesion', 'Urinary incontinence', 'Other disorders of male genital organs', 'Noninflammatory disorders of vagina', 'Polyp of female genital organs', 'Symptomatic menopause', 'Problems associated with amniotic cavity and membranes', 'Disorder of skin and subcutaneous tissue NOS', 'Keloid scar', 'Acute osteomyelitis', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Intervertebral disc disorders', 'Degeneration of intervertebral disc', 'Postlaminectomy syndrome', 'Ganglion and cyst of synovium, tendon, and bursa', 'Contracture of tendon (sheath)', 'Disorders of muscle, ligament, and fascia', 'Malunion and nonunion of fracture', 'Hallux rigidus', 'Osteoarthrosis, localized, primary', 'Derangement of joint, non-traumatic', 'Other derangement of joint', 'Spondylolisthesis, congenital', 'Gangrene', 'Fracture of upper limb', 'Fracture of radius and ulna', 'Fracture of clavicle or scapula', 'Subarachnoid hemorrhage (injury)', 'Muscle/tendon sprain', 'Rotator cuff (capsule) sprain', 'Non-healing surgical wound', 'Posttraumatic wound infection not elsewhere classified', 'Systemic inflammatory response syndrome (SIRS)']",0 +DRB1_0401,7,5,"[0.0001061, 0.0008414, 0.0009412, 0.01522, 0.01084, 0.04308, 0.03352, 0.03929, 0.00203, 0.006797, 0.00641, 0.00256, 0.009192, 0.002008, 0.03932, 0.01885, 0.03232, 0.04726, 0.02365, 1.66e-06, 1.1820000000000002e-26, 6.87e-14, 4.321e-07, 2.495e-08, 7.064e-10, 2.345e-05, 0.04546, 0.01344, 4.102e-05, 0.03598, 0.03605, 0.0395, 0.03203, 0.005364, 0.03732, 0.02044, 0.04138, 0.004674, 0.008217, 0.01113, 0.03783, 0.02486, 0.01677, 0.004131, 0.0241, 0.04404, 0.03242, 0.002602, 0.02757, 0.004483, 0.01303, 0.03743, 0.0448, 0.02314, 0.02714, 0.03161, 0.02163, 0.02668, 0.03753, 0.01418, 0.04631, 0.04941, 0.02064, 0.002525, 0.01336, 0.009082, 0.01089, 0.03316, 0.03834, 0.01376, 0.03002, 0.004232, 0.009635, 0.0006965, 0.001698, 0.01938, 0.03752, 0.01918, 0.0001638, 0.0002335, 0.02605, 0.01419, 0.04905, 0.01518, 0.03548, 0.04824, 0.03937, 0.03003, 0.01463, 0.03984, 0.01261, 2.391e-19, 2.144e-25, 0.02305, 6.241e-05, 0.004336, 0.01103, 0.008499, 0.006459, 0.007092, 0.02737, 0.0206, 0.01081, 0.04716, 0.04266, 0.0102, 0.04846, 0.04681]","[0.66, 0.659, 0.653, 2.155, 0.759, 0.487, 1.305, 0.724, 0.804, 0.821, 0.82, 0.767, 0.733, 0.665, 1.138, 1.215, 0.397, 0.765, 0.545, 1.205, 2.816, 5.276, 3.218, 3.642, 4.271, 1.37, 1.142, 1.194, 1.585, 1.238, 1.294, 1.351, 1.471, 2.107, 1.126, 1.235, 1.563, 0.599, 0.602, 0.655, 0.657, 2.068, 1.497, 1.918, 1.674, 1.192, 0.603, 1.331, 1.311, 1.358, 1.641, 1.235, 1.275, 0.533, 0.758, 1.577, 0.302, 0.644, 1.522, 1.875, 0.552, 1.573, 0.776, 0.552, 0.453, 0.355, 0.788, 0.814, 1.218, 1.403, 1.429, 0.632, 0.85, 0.773, 1.919, 0.734, 0.605, 1.319, 0.485, 0.493, 0.489, 0.732, 0.529, 0.726, 0.454, 0.876, 0.663, 1.692, 2.167, 1.462, 1.481, 1.732, 2.018, 1.931, 1.571, 1.237, 1.116, 1.15, 1.29, 1.286, 0.437, 1.768, 2.039, 0.677, 1.361, 1.252, 1.26, 1.44]","['Intestinal infection', 'Bacterial enteritis', 'Intestinal infection due to C. difficile', 'Tuberculosis', 'Dermatophytosis of nail', 'Malignant neoplasm of retroperitoneum and peritoneum', 'Bone cancer', 'Basal cell carcinoma', 'Breast cancer', 'Breast cancer [female]', 'Malignant neoplasm of female breast', 'Cancer of urinary organs (incl. kidney and bladder)', 'Cancer of kidney and renal pelvis', 'Malignant neoplasm of kidney, except pelvis', 'Cancer, suspected or other', 'Secondary malignancy of bone', 'Benign neoplasm of ovary', 'Benign neoplasm of brain, cranial nerves, meninges', 'Hemangioma of skin and subcutaneous tissue', 'Diabetes mellitus', 'Type 1 diabetes', 'Type 1 diabetes with ketoacidosis', 'Type 1 diabetes with renal manifestations', 'Type 1 diabetes with ophthalmic manifestations', 'Type 1 diabetes with neurological manifestations', 'Insulin pump user', 'Abnormal glucose', 'Other abnormal glucose', 'Diabetic retinopathy', 'Disorders of adrenal glands', 'Adrenal hypofunction', 'Glucocorticoid deficiency', 'Ovarian dysfunction', 'Carcinoid syndrome', 'Vitamin deficiency', 'Substance addiction and disorders', 'Other CNS infection and poliomyelitis', 'Sleep related movement disorders', 'Restless legs syndrome', 'Multiple sclerosis', 'Other demyelinating diseases of central nervous system', 'Cerebral cysts', 'Other nondiabetic retinopathy', 'Amblyopia', 'Optic atrophy', 'Heart failure NOS', 'Cerebral aneurysm', 'Atherosclerosis of the extremities', 'Atherosclerosis of native arteries of the extremities with intermittent claudication', 'Polyarteritis nodosa and allied conditions', 'Giant cell arteritis', 'Other disorders of circulatory system', 'Circulatory disease NEC', 'Chronic laryngitis', 'Hyperventilation', 'Solitary pulmonary nodule', 'Tracheostomy complications', 'Gingivitis', 'Temporomandibular joint disorders', 'Sialoadenitis', 'Disturbance of salivary secretion', 'Heartburn', 'Inflammatory bowel disease and other gastroenteritis and colitis', 'Ulcerative colitis', 'Ulcerative colitis (chronic)', 'Celiac disease', 'Noninfectious gastroenteritis', 'Cholelithiasis', 'Diseases of pancreas', 'Acute pancreatitis', 'Hematemesis', 'Mammographic microcalcification', 'Menopausal and postmenopausal disorders', 'Symptomatic menopause', 'Diabetes or abnormal glucose tolerance complicating pregnancy', 'Other perinatal conditions of fetus or newborn', 'Perinatal jaundice', 'Cellulitis and abscess of trunk', 'Erythematosquamous dermatosis', 'Seborrheic dermatitis', 'Congenital anomalies of skin', 'Lupus (localized and systemic)', 'Cutaneous lupus erythematosus', 'Systemic lupus erythematosus', 'Prurigo and Lichen', 'Actinic keratosis', 'Alopecia', 'Disorders of sweat glands', 'Hidradenitis', 'Acute osteomyelitis', 'Arthropathy associated with infections', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Ankylosing spondylitis', 'Polymyalgia Rheumatica', 'Osteoarthrosis, generalized', 'Osteoporosis, osteopenia and pathological fracture', 'Osteoporosis', 'Senile osteoporosis', 'Other specified osteoporosis', 'Congenital anomalies of peripheral vascular system', 'Obstructive genitourinary defect', 'Persistent vomiting', 'Abnormal tumor markers', 'Fracture of unspecified part of femur', 'Dislocation', 'Complication of internal orthopedic device', 'Poisoning by antibiotics']",0 +DRB1_0404,8,4,"[0.01454, 0.03217, 0.04692, 0.008381, 0.02886, 0.04774, 0.04012, 0.03112, 0.04761, 0.02886, 0.0477, 0.01096, 0.03554, 7.323e-05, 0.005974, 0.0159, 0.01891, 0.02933, 0.03648, 0.04417, 0.01961, 0.02193, 0.04168, 0.03769, 0.01301, 0.006757, 0.01673, 0.01286, 0.0403, 0.01145, 0.02053, 0.02545, 0.02089, 0.03358, 0.003445, 0.04, 0.02379, 0.04242, 0.01323, 0.008496, 0.02862, 0.02127, 0.0005775, 0.03349, 0.03413, 0.01229, 0.008192, 0.01936, 0.03151, 0.03585, 0.01674, 0.0285, 0.02174, 0.04034, 0.0125, 0.002353, 0.01948, 0.04033, 0.01437, 0.02429, 0.008154, 0.006767, 0.03221, 0.01975, 0.02017, 0.02114, 0.009248, 0.03439, 0.02997, 0.03516, 0.006128, 0.005806, 0.04842, 0.03506, 0.02369, 0.00174, 0.008288, 0.002297, 0.02981, 0.01019, 0.002082]","[1.399, 1.358, 1.427, 1.696, 1.626, 1.204, 1.647, 1.275, 1.596, 1.387, 1.658, 1.179, 1.714, 1.713, 2.262, 2.092, 1.592, 1.426, 0.224, 1.462, 1.285, 1.398, 0.477, 0.791, 0.716, 0.628, 0.45, 1.604, 2.044, 0.439, 1.269, 0.678, 0.657, 1.361, 2.871, 2.043, 2.208, 1.639, 0.448, 0.764, 0.789, 0.725, 1.865, 1.474, 0.688, 1.329, 1.468, 1.603, 1.269, 1.644, 0.246, 0.209, 1.374, 0.655, 0.354, 0.69, 0.547, 0.588, 0.575, 0.601, 0.471, 2.784, 0.409, 1.938, 1.264, 2.245, 1.643, 1.244, 1.611, 1.726, 2.213, 2.443, 0.739, 0.621, 1.288, 1.436, 2.435, 2.084, 0.475, 1.773, 2.519]","['Bacterial enteritis', 'Intestinal infection due to C. difficile', 'Basal cell carcinoma', 'Squamous cell carcinoma', 'Carcinoma in situ of skin', 'Breast cancer [female]', 'Cancer of other female genital organs', 'Secondary malignancy of bone', 'Benign neoplasm of lip, oral cavity, and pharynx', 'Benign neoplasm of brain and other parts of nervous system', 'Hemangioma of skin and subcutaneous tissue', 'Hypothyroidism NOS', 'Secondary diabetes mellitus', 'Type 1 diabetes', 'Type 1 diabetes with renal manifestations', 'Type 1 diabetes with ophthalmic manifestations', 'Hypoglycemia', 'Adrenal hypofunction', 'Other specified disorders of plasma protein metabolism', 'Gouty arthropathy', 'Disorders of calcium/phosphorus metabolism', 'Disorders of phosphorus metabolism', 'Acquired hemolytic anemias', 'Lymphadenitis', 'Delirium dementia and amnestic and other cognitive disorders', 'Dementias', 'Senile dementia', 'Posttraumatic stress disorder', 'Antisocial/borderline personality disorder', ""Parkinson's disease"", 'Other conditions of brain', 'Muscular dystrophies and other myopathies', 'Myopathy', 'Inflammation of eyelids', 'Hypersensitivity angiitis', 'Iatrogenic hypotension', 'Respiratory complications', 'Intestinal malabsorption (non-celiac)', 'Ileostomy status', 'Diverticulosis and diverticulitis', 'Diverticulosis', 'Functional digestive disorders', 'Primary biliary cirrhosis', 'Acute pancreatitis', 'Hemorrhage of rectum and anus', 'Nephritis; nephrosis; renal sclerosis', 'Nephritis and nephropathy without mention of glomerulonephritis', 'Nephritis and nephropathy with pathological lesion', 'Kidney replaced by transpant', 'Secondary hyperparathyroidism (of renal origin)', 'Other disorders of testis', 'Hydrocele', 'Noninflammatory female genital disorders', 'Known or suspected fetal abnormality affecting management of mother', 'Cellulitis and abscess of face/neck', 'Disturbance of skin sensation', 'Dyschromia and Vitiligo', 'Other dyschromia', 'Psoriasis and related disorders', 'Psoriasis', 'Psoriasis vulgaris', 'Abnormal granulation tissue', 'Sicca syndrome', 'Other specified diffuse diseases of connective tissue', 'Rheumatoid arthritis', 'Ankylosing spondylitis', 'Hammer toe (acquired)', 'Osteoarthrosis, generalized', 'Digestive congenital anomalies', 'Lower gastrointestinal congenital anomalies', 'Congenital anomalies of intestine', 'Pallor and flushing', 'Fracture of ankle and foot', 'Fracture of foot', 'Open wounds of head; neck; and trunk', 'Open wounds of extremities', 'Open wound of foot except toe(s) alone', 'Non-healing surgical wound', 'Urticaria', 'Poisoning by hormones and synthetic substitutes', 'Adverse effects of sedatives or other central nervous system depressants and anesthetics']",0 +DRB1_1301,6,6,"[0.04312, 0.005656, 0.02501, 0.04107, 0.02899, 0.0167, 0.0414, 0.008426, 0.01184, 0.02446, 0.005955, 2.157e-05, 0.01963, 0.02772, 0.02858, 0.03076, 0.03728, 0.04377, 0.02451, 0.02756, 0.008623, 0.04956, 0.02124, 0.003571, 0.02154, 0.02183, 0.01635, 0.01417, 1.142e-05, 0.04498, 0.02515, 0.02763, 0.0498, 0.04854, 0.04765, 0.0445, 0.0403, 0.03703, 0.03726, 0.02726, 0.03379, 0.04253, 0.01373, 0.01272, 0.001687, 0.009814, 0.0003596, 0.01416, 0.004241, 0.0308, 0.03962, 0.03723, 0.02864, 0.04525, 0.009734, 0.006794, 0.04875, 0.02961, 0.00952, 0.02153, 0.04784, 0.02554, 0.04786, 0.03649, 0.02296, 0.03617, 0.04345, 0.003845, 0.0002415, 0.01358, 0.01296, 0.02302, 0.01317, 0.001697, 0.008653, 0.02506, 0.04463, 0.01499, 0.005442, 0.0184, 0.04892, 0.02497, 0.03449, 0.03745, 0.02231, 0.02831, 0.02367, 0.026, 0.03746, 0.04849, 0.03778, 0.02352, 0.01286, 0.01487, 0.03838, 0.04117]","[1.227, 0.489, 0.786, 0.791, 0.545, 0.798, 0.579, 1.242, 1.44, 2.233, 0.86, 0.377, 0.096, 0.109, 0.11, 0.795, 0.702, 0.633, 1.112, 1.109, 1.496, 0.589, 0.55, 0.785, 0.825, 0.83, 1.681, 1.276, 2.009, 1.205, 1.357, 0.607, 1.873, 0.693, 1.205, 0.307, 0.494, 1.318, 0.853, 0.397, 1.32, 1.719, 1.47, 1.577, 0.643, 0.308, 0.464, 0.508, 0.376, 0.682, 1.242, 1.302, 1.218, 1.191, 1.601, 0.253, 0.137, 1.67, 1.255, 1.686, 0.69, 0.483, 0.808, 0.466, 1.88, 1.294, 0.479, 0.748, 0.644, 1.258, 1.296, 1.212, 1.207, 1.319, 1.621, 1.591, 1.71, 2.068, 1.706, 2.232, 1.14, 1.523, 1.561, 2.185, 1.349, 1.42, 0.103, 0.609, 0.346, 1.298, 1.625, 2.247, 0.282, 2.398, 1.894, 0.629]","['Dermatophytosis / Dermatomycosis', 'Cancer of oropharynx', 'Melanomas of skin, dx or hx', 'Melanomas of skin', 'Cervical intraepithelial neoplasia [CIN] [Cervical dysplasia]', 'Cancer, suspected or other', 'Nodular lymphoma', 'Benign neoplasm of skin', 'Benign neoplasm of brain, cranial nerves, meninges', 'Benign neoplasm of adrenal gland', 'Diabetes mellitus', 'Type 1 diabetes', 'Type 1 diabetes with ketoacidosis', 'Type 1 diabetes with renal manifestations', 'Type 1 diabetes with ophthalmic manifestations', 'Other abnormal glucose', 'Vitamin B-complex deficiencies', 'Short stature', 'Disorders of lipoid metabolism', 'Hyperlipidemia', 'Hypocalcemia', 'Other disorders of metabolism', 'Other immunological findings', 'Purpura and other hemorrhagic conditions', 'Thrombocytopenia', 'Diseases of white blood cells', 'Retinal detachment with retinal defect', 'Visual disturbances', 'Diplopia and disorders of binocular vision', 'Inflammation of the eye', 'Conjunctivitis, noninfectious', 'Disorders of optic nerve and visual pathways', 'Disorders of iris and ciliary body', 'Conductive hearing loss', 'Other chronic ischemic heart disease, unspecified', 'Arterial embolism and thrombosis of lower extremity artery', 'Arteritis NOS', 'Peptic ulcer (excl. esophageal)', 'Dysphagia', 'Atrophic gastritis', 'Inguinal hernia', 'Ulcerative colitis (chronic)', 'Liver replaced by transplant', 'Cholangitis', 'Nephritis; nephrosis; renal sclerosis', 'Nephrotic syndrome without mention of glomerulonephritis', 'Nephritis and nephropathy without mention of glomerulonephritis', 'Nephritis and nephropathy in diseases classified elsewhere', 'Nephritis and nephropathy with pathological lesion', 'Renal failure NOS', 'Other disorders of bladder', 'Functional disorders of bladder', 'Urinary incontinence', 'Frequency of urination and polyuria', 'Other disorders of male genital organs', 'Noninflammatory disorders of vagina', 'Dysplasia of female genital organs', 'Polyp of female genital organs', 'Symptomatic menopause', 'Need for Hormone replacement therapy (postmenopausal)', 'Known or suspected fetal abnormality affecting management of mother', 'Cellulitis and abscess of foot, toe', 'Erythematous conditions', 'Corns and callosities', 'Keloid scar', 'Sebaceous cyst', 'Acute osteomyelitis', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Spinal stenosis', 'Spinal stenosis of lumbar region', 'Spondylosis and allied disorders', 'Intervertebral disc disorders', 'Degeneration of intervertebral disc', 'Postlaminectomy syndrome', 'Ganglion and cyst of synovium, tendon, and bursa', 'Contracture of tendon (sheath)', 'Disorders of muscle, ligament, and fascia', 'Malunion and nonunion of fracture', 'Hallux rigidus', 'Osteoarthrosis NOS', 'Derangement of joint, non-traumatic', 'Other derangement of joint', 'Spondylolisthesis, congenital', 'Thoracic or lumbosacral neuritis or radiculitis, unspecified', 'Sciatica', 'Gangrene', 'Papanicolaou smear of cervix or vagina with atypical squamous cells', 'Elevated carcinoembryonic antigen [CEA]', 'Fracture of radius and ulna', 'Fracture of clavicle or scapula', 'Muscle/tendon sprain', 'Non-healing surgical wound', 'Posttraumatic wound infection not elsewhere classified', 'Adverse effects of sedatives or other central nervous system depressants and anesthetics', 'Systemic inflammatory response syndrome (SIRS)']",0 +DRB1_1501,8,5,"[0.04732, 0.008618, 0.00306, 0.006188, 0.009762, 0.003082, 0.0252, 0.03989, 0.0376, 0.01126, 0.01624, 0.03862, 0.004849, 0.0001387, 2.101e-05, 8.188e-17, 0.0002066, 0.001014, 0.004369, 0.02239, 0.04305, 8.02e-10, 0.001754, 9.824e-07, 0.005834, 0.03712, 0.03742, 0.0002066, 0.0001692, 0.004849, 0.002176, 0.02894, 0.03123, 0.004913, 0.03761, 0.007118, 0.04659, 0.0366, 0.02962, 0.02276, 0.03915, 0.02963, 0.00444, 0.03277, 0.04105, 8.032e-24, 4.726e-08, 2.092e-06, 0.02102, 0.03833, 0.04247, 0.03237, 0.02577, 0.0001124, 0.01184, 0.002638, 0.004183, 0.01541, 0.04282, 0.04228, 0.02884, 0.04086, 0.03082, 0.02197, 0.04064, 0.004634, 0.01999, 0.006976, 0.009288, 0.04446, 0.02223, 0.02641, 0.02604, 0.04019, 0.01778, 0.01963, 0.00594, 0.01391, 0.04204, 0.0006051, 0.03002, 0.03146, 0.0215, 0.0335, 0.02476, 0.03646, 0.03659, 0.004547, 0.02472, 0.04442, 0.02616, 0.005709, 0.03473, 0.0107, 0.01757, 0.02511, 0.001276, 0.01908, 0.03091, 0.001739, 0.005635, 0.0004044, 0.001305, 0.002593, 0.002855, 0.01901, 0.009419, 0.004913, 0.02126, 0.003937, 0.001598, 0.01899, 0.0232, 0.03147, 0.03812, 0.01383, 0.0174, 0.009619, 0.009944, 0.03352, 0.0009669, 0.03253, 0.04113, 0.04949, 0.03448]","[1.235, 0.62, 1.759, 1.7, 1.297, 0.762, 1.749, 0.742, 0.771, 1.378, 1.736, 1.301, 0.887, 0.84, 0.851, 0.225, 0.112, 0.037, 0.771, 0.724, 0.845, 0.596, 0.72, 0.5, 0.616, 1.694, 0.812, 0.883, 0.882, 0.88, 0.877, 0.932, 0.845, 1.504, 1.276, 2.284, 1.22, 1.381, 1.45, 1.609, 1.747, 1.811, 1.994, 1.358, 1.262, 3.357, 2.233, 1.569, 0.688, 0.867, 0.676, 1.862, 0.543, 1.993, 0.799, 0.822, 0.888, 0.84, 0.642, 0.858, 0.766, 1.202, 0.858, 0.575, 0.524, 0.857, 0.733, 1.823, 1.817, 0.543, 0.633, 0.628, 1.419, 1.4, 0.513, 0.451, 0.821, 0.824, 0.832, 0.539, 0.793, 0.534, 1.894, 0.832, 0.769, 0.921, 0.903, 0.807, 0.798, 0.848, 0.796, 0.712, 1.174, 1.365, 1.485, 0.575, 2.316, 0.692, 1.268, 1.856, 1.204, 1.269, 1.469, 1.365, 1.373, 1.72, 0.725, 0.478, 0.662, 0.826, 0.788, 0.609, 0.461, 0.533, 0.763, 0.228, 1.27, 1.289, 1.373, 1.38, 1.964, 0.844, 1.271, 0.472, 1.167]","['Viral hepatitis C', 'Chronic hepatitis', 'Human immunodeficiency virus [HIV] disease', 'HIV infection, symptomatic', 'Viral warts & HPV', 'Viral infection', 'Histoplasmosis', 'Cancer of tongue', 'Hx of malignant neoplasm of oral cavity and pharynx', 'Malignant neoplasm of uterus', 'Cancer of other male genital organs', 'Secondary malignant neoplasm of skin', 'Hypothyroidism', 'Hypothyroidism NOS', 'Diabetes mellitus', 'Type 1 diabetes', 'Type 1 diabetes with renal manifestations', 'Type 1 diabetes with ophthalmic manifestations', 'Type 2 diabetes with renal manifestations', 'Type 2 diabetes with ophthalmic manifestations', 'Type 2 diabetes with neurological manifestations', 'Insulin pump user', 'Polyneuropathy in diabetes', 'Diabetic retinopathy', 'Hypoglycemia', 'Diabetes insipidus', 'Proteinuria', 'Disorders of lipoid metabolism', 'Hyperlipidemia', 'Hypercholesterolemia', 'Mixed hyperlipidemia', 'Disorders of fluid, electrolyte, and acid-base balance', 'Fluid overload', 'Other disorders of metabolism', 'Megaloblastic anemia', 'Congenital factor VIII disorder', 'Other diseases of blood and blood-forming organs', 'Aphasia', 'Suicidal ideation or attempt', 'Personality disorders', 'Antisocial/borderline personality disorder', 'Encephalitis', 'Organic or persistent insomnia', 'Restless legs syndrome', 'Degenerative disease of the spinal cord', 'Multiple sclerosis', 'Other demyelinating diseases of central nervous system', 'Lack of coordination', 'Retinal detachments and defects', 'Other retinal disorders', 'Macular puckering of retina', 'Chorioretinal scars', 'Hypermetropia', 'Optic neuritis/neuropathy', 'Abnormal heart sounds', 'Myocardial infarction', 'Coronary atherosclerosis', 'Other chronic ischemic heart disease, unspecified', 'Cardiac arrest', 'Heart failure with reduced EF [Systolic or combined heart failure]', 'Heart transplant/surgery', 'Late effects of cerebrovascular disease', 'Atherosclerosis', 'Giant cell arteritis', 'Encounter for long-term (current) use of antiplatelets/antithrombotics', 'Hypotension', 'Orthostatic hypotension', 'Dentofacial anomalies, including malocclusion', 'Anomalies of tooth position/malocclusion', 'Jaw disease NOS', 'Gastric ulcer', 'Gastroparesis', 'Appendiceal conditions', 'Appendicitis', 'Ulceration of the lower GI tract', 'Ulceration of intestine', 'Chronic liver disease and cirrhosis', 'Other chronic nonalcoholic liver disease', 'Cirrhosis of liver without mention of alcohol', 'Primary biliary cirrhosis', 'Liver abscess and sequelae of chronic liver disease', 'Acute and subacute necrosis of liver', 'Cholelithiasis with acute cholecystitis', 'Nephritis; nephrosis; renal sclerosis', 'Nephritis and nephropathy without mention of glomerulonephritis', 'Renal failure', 'Chronic renal failure [CKD]', 'Chronic Kidney Disease, Stage III', 'Chronic Kidney Disease, Stage IV', 'Kidney replaced by transpant', 'Disorders resulting from impaired renal function', 'Renal osteodystrophy', 'Retention of urine', 'Inflammatory diseases of prostate', 'Prostatitis', 'Prolapse of vaginal vault after hysterectomy', 'Dysplasia of female genital organs', 'Postmenopausal bleeding', 'Known or suspected fetal abnormality affecting management of mother', 'Abnormality in fetal heart rate or rhythm', 'Disturbance of skin sensation', 'Erythematous conditions', 'Rosacea', 'Lupus (localized and systemic)', 'Systemic lupus erythematosus', 'Disorders of sweat glands', 'Chronic ulcer of leg or foot', 'Dermatomyositis', 'Arthropathy associated with infections', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Juvenile rheumatoid arthritis', 'Disorders of muscle, ligament, and fascia', 'Other disorders of bone and cartilage', 'Joint effusions', 'Stress fracture', 'Spasm of muscle', 'Abnormal Papanicolaou smear of cervix and cervical HPV', 'Papanicolaou smear of cervix or vagina with atypical squamous cells', 'Abnormal tumor markers', 'Elevated carcinoembryonic antigen [CEA]', 'Shock', 'Bone marrow or stem cell transplant', 'Open wound of foot except toe(s) alone', 'Adverse drug events and drug allergies']",0 diff --git a/outputs/clusters/SNP_cluster_1.csv b/outputs/clusters/SNP_cluster_1.csv index 85af8df..6f4fd25 100644 --- a/outputs/clusters/SNP_cluster_1.csv +++ b/outputs/clusters/SNP_cluster_1.csv @@ -1,50 +1,11 @@ snp,x,y,p_values,odds_ratios,phenotypes,cluster -A_0101,1,5,"[0.00773, 0.01873, 0.001276, 0.04892, 0.02203, 0.005512, 0.04922, 0.02825, 0.03598, 0.01018, 0.01475, 0.0307, 0.01838, 0.02972, 0.02706, 0.03511, 0.003617, 0.001331, 0.0423, 0.03529, 0.01063, 0.01997, 0.03189, 0.04087, 0.02991, 0.01265, 0.04674, 0.04777, 0.01041, 0.04816, 0.04662, 0.03568, 0.02586, 0.02294, 0.01261, 0.03386, 0.02661, 0.02002, 0.03577, 0.03102, 0.02956, 0.03067, 0.0003812, 0.01004, 0.03911, 0.03981, 0.002534, 0.01366, 0.01, 0.01146, 0.02491, 0.02495, 0.001747, 0.02365, 0.02864, 0.0341, 0.02087, 0.01488, 0.02235, 0.02528, 0.03124, 0.04802, 0.00695, 0.002092, 0.00399, 0.0002792, 0.0008042, 0.0009722, 8.502e-05, 0.004748, 0.01902, 0.03274, 0.0438, 0.0417, 0.01432, 0.03993, 0.04639, 0.04629, 0.01031, 0.02152, 0.045, 0.04954, 0.04022, 0.04224, 0.01711]","[1.474, 1.424, 2.022, 1.15, 1.325, 1.347, 0.567, 0.849, 0.809, 0.805, 0.795, 0.809, 0.547, 0.835, 1.409, 1.5, 1.333, 0.573, 1.244, 1.673, 1.384, 0.532, 0.558, 0.793, 0.741, 1.527, 1.299, 0.82, 1.803, 1.284, 0.846, 1.151, 0.614, 1.609, 0.829, 0.645, 0.859, 0.609, 0.597, 0.549, 1.186, 1.151, 1.358, 1.334, 0.676, 0.68, 0.772, 1.192, 1.621, 0.676, 0.563, 1.474, 2.049, 1.17, 1.244, 1.145, 1.175, 1.215, 1.414, 0.876, 0.502, 0.516, 1.963, 1.172, 1.204, 1.431, 1.407, 1.528, 1.381, 1.601, 1.553, 1.153, 1.128, 1.135, 1.14, 1.141, 1.81, 1.424, 2.057, 0.812, 1.602, 0.67, 0.504, 1.552, 0.732]","['Herpes simplex', 'Hepatitis NOS', 'Dermatophytosis of the body', 'Cancer of larynx, pharynx, nasal cavities', 'Cancer of oropharynx', 'Hx of malignant neoplasm of oral cavity and pharynx', 'Malignant neoplasm of retroperitoneum and peritoneum', 'Cancer of urinary organs (incl. kidney and bladder)', 'Cancer of kidney and renal pelvis', 'Manlignant and unknown neoplasms of brain and nervous system', 'Cancer of brain and nervous system', 'Cancer of brain', 'Myeloid leukemia, chronic', 'Nontoxic nodular goiter', 'Thyroiditis', 'Chronic lymphocytic thyroiditis', 'Type 1 diabetes', 'Impaired fasting glucose', 'Diabetic retinopathy', 'Nonspecific abnormal results of other endocrine function study', 'Short stature', 'Vascular dementia', 'Somatoform disorder', 'Pervasive developmental disorders', 'Attention deficit hyperactivity disorder', 'Alcoholic liver damage', 'Sleep related movement disorders', 'Other cerebral degenerations', 'Myoclonus', 'Hemiplegia', 'Epilepsy', 'Hereditary and idiopathic peripheral neuropathy', 'Drusen (degenerative) of retina', 'Corneal opacity', 'Glaucoma', 'Mitral valve stenosis and aortic valve stenosis', 'Nonrheumatic aortic valve disorders', 'Nonrheumatic tricuspid valve disorders', 'Nonrheumatic pulmonary valve disorders', 'Chronic pericarditis', 'Heart failure NOS', 'Atherosclerosis', 'Atherosclerosis of the extremities', 'Atherosclerosis of native arteries of the extremities with intermittent claudication', 'Phlebitis and thrombophlebitis of lower extremities', 'Varicose veins of lower extremity, symptomtic', 'Acute pharyngitis', 'Diseases of the larynx and vocal cords', 'Stomatitis and mucositis (ulcerative)', 'Complications of gastrostomy, colostomy and enterostomy', 'Ulceration of the lower GI tract', 'Intestinal malabsorption (non-celiac)', 'Celiac disease', 'Other disorders of intestine', 'Gastrointestinal complications', 'Chronic liver disease and cirrhosis', 'Other chronic nonalcoholic liver disease', 'Cirrhosis of liver without mention of alcohol', 'Hematemesis', 'Hematuria', 'Noninflammatory disorders of ovary, fallopian tube, and broad ligament', 'Noninflammatory disorders of vulva and perineum', 'Premature menopause and other ovarian failure', 'Rash and other nonspecific skin eruption', 'Disturbance of skin sensation', 'Lupus (localized and systemic)', 'Systemic lupus erythematosus', 'Sarcoidosis', 'Diffuse diseases of connective tissue', 'Sicca syndrome', 'Dermatomyositis', 'Spinal stenosis', 'Spondylosis and allied disorders', 'Spondylosis without myelopathy', 'Intervertebral disc disorders', 'Degeneration of intervertebral disc', 'Other and unspecified disc disorder', 'Other acquired deformities of limbs', 'Acquired deformities of finger', 'Cardiac shunt/ heart septal defect', 'Congenital anomalies of peripheral vascular system', 'Other congenital musculoskeletal anomalies', 'Pallor and flushing', ""Colles' fracture"", 'Skull and face fracture and other intercranial injury']",1 -A_2301,1,5,"[0.008747, 0.03674, 0.02168, 0.01189, 0.04864, 0.01426, 0.04437, 0.0312, 0.006626, 0.005495, 0.007911, 0.01151, 0.03962, 0.04253, 0.006531, 0.03956, 0.01264, 0.02166, 0.03358, 0.04519, 0.03635, 0.02674, 0.0399, 0.03209, 0.0464, 0.00987, 0.01924, 0.004693, 0.02331, 0.03309, 0.0412, 0.02421, 0.01644, 0.02573, 0.01145, 0.0131, 0.02836, 0.04496, 0.02104, 0.04677, 0.0303, 0.00214, 0.0312, 0.001445]","[3.5, 0.349, 1.396, 1.466, 0.722, 0.471, 0.806, 0.79, 0.489, 2.076, 0.675, 0.64, 0.846, 0.825, 0.536, 2.976, 0.712, 1.605, 1.665, 0.672, 1.8, 1.79, 1.761, 0.586, 1.611, 0.693, 1.751, 2.15, 0.358, 1.666, 0.756, 0.27, 2.594, 1.616, 1.782, 2.416, 2.384, 2.58, 3.116, 1.473, 0.708, 1.88, 2.756, 2.377]","['Dermatomycoses', 'Mycoses', 'Melanomas of skin, dx or hx', 'Melanomas of skin', 'Cancer, suspected or other', 'Radiotherapy', 'Chemotherapy', 'Secondary malignant neoplasm', 'Secondary malignant neoplasm of liver', 'Hypoglycemia', 'Protein-calorie malnutrition', 'Vitamin D deficiency', 'Disorders of fluid, electrolyte, and acid-base balance', 'Electrolyte imbalance', 'Anemia in neoplastic disease', 'Dementia with cerebral degenerations', 'Anxiety disorder', 'Alcohol-related disorders', 'Alcoholism', 'Obstructive sleep apnea', 'Macular degeneration (senile) of retina NOS', 'Keratoconjunctivitis sicca', 'ASCVD', 'Abnormal electrocardiogram [ECG] [EKG]', 'Symptoms involving cardiovascular system', 'Other diseases of lung', 'Gingival and periodontal diseases', 'Gingivitis', 'Regional enteritis', 'Liver replaced by transplant', 'Gastrointestinal hemorrhage', 'Calculus of ureter', 'Urinary complications NEC', 'Genital prolapse', 'Prolapse of vaginal walls', 'Prolapse of vaginal vault after hysterectomy', 'Polyp of corpus uteri', 'Other complications of pregnancy NEC', 'Hemorrhage of fetus or newborn', 'Sebaceous cyst', 'Syncope and collapse', 'Internal derangement of knee', 'Open wound of foot except toe(s) alone', 'Urticaria']",1 -A_2402,1,5,"[0.03261, 0.03038, 0.01574, 0.01851, 0.0145, 0.003751, 0.008494, 0.0137, 0.009869, 0.01126, 0.02065, 0.03517, 0.009032, 0.003355, 0.03958, 0.0003008, 0.03207, 0.03722, 0.008598, 0.04251, 0.02116, 0.01074, 0.01884, 0.01819, 0.005372, 0.02465, 0.02093, 0.0009639, 0.005254, 0.03418, 0.01139, 0.002524, 0.0124, 0.003726, 0.01094, 0.02307, 0.01557, 0.004679, 0.03412, 0.04977, 0.04322, 0.03527, 0.03551, 0.02596, 0.02065, 0.02058, 0.0355, 0.04093, 0.04341, 0.004855, 0.003918, 0.01852, 0.04526, 0.02316, 0.0176, 0.017, 0.01296, 0.01699, 0.0453, 0.04373, 0.02529, 0.02709, 0.04046, 0.004256, 0.004613, 0.00852, 0.01925, 0.01648, 0.02272, 0.001297]","[0.668, 1.366, 1.193, 1.195, 1.203, 1.467, 1.544, 1.446, 1.493, 0.466, 0.404, 0.848, 0.504, 0.382, 1.174, 0.572, 0.744, 1.304, 1.954, 1.46, 1.517, 1.635, 0.443, 1.452, 1.695, 1.982, 1.552, 2.09, 2.262, 1.127, 1.314, 1.487, 2.089, 2.039, 0.726, 0.817, 0.738, 0.608, 0.335, 0.84, 0.423, 2.042, 0.672, 1.61, 1.962, 1.851, 1.134, 1.264, 1.265, 1.962, 2.31, 1.632, 0.579, 0.517, 0.736, 0.665, 1.607, 1.261, 1.239, 1.828, 1.133, 1.293, 1.346, 1.345, 2.35, 0.764, 0.478, 0.75, 1.323, 2.44]","['Cancer of oropharynx', 'Basal cell carcinoma', 'Breast cancer', 'Breast cancer [female]', 'Malignant neoplasm of female breast', 'Cervical cancer and dysplasia', 'Cervical intraepithelial neoplasia [CIN] [Cervical dysplasia]', 'Benign neoplasm of uterus', 'Uterine leiomyoma', 'Ovarian dysfunction', 'Disorders of iron metabolism', 'Coagulation defects', 'Hypercoagulable state', 'Primary hypercoagulable state', 'Neutropenia', 'Other diseases of blood and blood-forming organs', 'Aphasia/speech disturbance', 'Schizophrenia and other psychotic disorders', 'Schizophrenia', 'Agorophobia, social phobia, and panic disorder', 'Conduct disorders', 'Speech and language disorder', 'Polyneuropathy due to drugs', 'Retinal detachments and defects', 'Retinal detachment with retinal defect', 'Peripheral retinal degenerations', 'Uveitis, noninfectious or NOS', 'Disorders of lacrimal system', 'Epiphora', 'Hearing loss', 'Carditis', 'Pericarditis', 'Acute pericarditis', 'Chronic pericarditis', 'Late effects of cerebrovascular disease', 'Atherosclerosis', 'Atherosclerosis of the extremities', 'Atherosclerosis of native arteries of the extremities with intermittent claudication', 'Aneurysm of other specified artery', 'Peripheral vascular disease', 'Other specified peripheral vascular diseases', 'Hypersensitivity angiitis', 'Phlebitis and thrombophlebitis', 'Chronic laryngitis', 'Viral pneumonia', 'Pneumonia due to fungus (mycoses)', 'Chronic airway obstruction', 'Diseases of hard tissues of teeth', 'Dental caries', 'Periodontitis (acute or chronic)', 'Acute periodontitis', ""Barrett's esophagus"", 'Peptic ulcer, site unspecified', 'Gastroparesis', 'Inflammatory bowel disease and other gastroenteritis and colitis', 'Regional enteritis', 'Calculus of bile duct', 'Benign mammary dysplasias', 'Cystic mastopathy', 'Dysplasia of female genital organs', 'Degenerative skin conditions and other dermatoses', 'Abnormal Papanicolaou smear of cervix and cervical HPV', 'Papanicolaou smear of cervix or vagina with atypical squamous cells', 'Elevated prostate specific antigen [PSA]', 'Chronic fatigue syndrome', 'Fracture of upper limb', 'Fracture of clavicle or scapula', 'Fracture of unspecified bones', 'Complications of transplants and reattached limbs', 'Opiates and related narcotics causing adverse effects in therapeutic use']",1 -A_2601,1,5,"[0.001061, 0.0006291, 0.03762, 0.0319, 0.001077, 0.0465, 0.004092, 0.01133, 0.04638, 0.02078, 0.02576, 0.02097, 0.04866, 0.01461, 0.002278, 0.02655, 0.009095, 0.01016, 0.03262, 0.01545, 0.03185, 0.0447, 0.04574, 0.02448, 0.04837, 0.04693, 0.03997, 0.004089, 0.01483, 0.03741, 0.009212, 0.001608, 0.02984, 0.0133, 0.02516, 0.01103, 0.03743, 0.0183, 0.02508, 0.03427, 0.04999, 0.04584, 0.01762, 0.01576, 0.009001, 0.04273, 0.0421, 0.04328, 0.02122, 0.02732, 0.02636, 0.03151, 0.02139, 0.001309, 0.04658, 0.03405, 0.04363, 0.04695, 0.02826, 0.03659, 0.04077, 0.04844, 0.008953]","[2.707, 4.139, 1.205, 0.335, 1.445, 1.79, 0.789, 0.801, 0.66, 0.629, 0.744, 0.506, 1.408, 1.873, 2.752, 1.466, 0.524, 2.367, 1.339, 0.491, 1.602, 1.838, 1.839, 1.993, 0.468, 0.847, 0.834, 0.75, 0.773, 0.696, 0.57, 1.596, 2.072, 1.254, 0.689, 0.609, 0.812, 0.737, 0.531, 0.549, 1.867, 0.312, 0.482, 0.602, 1.231, 2.462, 2.26, 1.566, 2.738, 1.641, 1.927, 1.223, 1.919, 1.484, 1.598, 1.784, 0.628, 0.678, 2.596, 2.469, 0.531, 1.265, 2.428]","[""Althete's foot"", 'Dermatomycoses', 'Skin cancer', 'Squamous cell carcinoma', 'Benign neoplasm of skin', 'Acquired hypothyroidism', 'Diabetes mellitus', 'Type 2 diabetes', 'Type 2 diabetes with renal manifestations', 'Type 2 diabetes with neurological manifestations', 'Anemia of chronic disease', 'Anemia in chronic kidney disease', 'Dementias', 'Senile dementia', 'Vascular dementia', 'Memory loss', 'Substance addiction and disorders', 'Other CNS infection and poliomyelitis', 'Other conditions of brain', 'Abnormal involuntary movements', 'Disorders of other cranial nerves', 'Facial nerve disorders [CN7]', 'Myoneural disorders', 'Myasthenia gravis', 'Disease of tricuspid valve', 'Ischemic Heart Disease', 'Coronary atherosclerosis', 'Congestive heart failure; nonhypertensive', 'Congestive heart failure (CHF) NOS', 'Heart failure with reduced EF [Systolic or combined heart failure]', 'Heart failure with preserved EF [Diastolic heart failure]', 'Acute pharyngitis', 'Nasal polyps', 'Allergic rhinitis', 'Acute bronchitis and bronchiolitis', 'Empyema and pneumothorax', 'Pleurisy; pleural effusion', 'Respiratory failure', 'Diseases of hard tissues of teeth', 'Dental caries', 'Atrophic gastritis', 'Bariatric surgery', 'Renal failure NOS', 'End stage renal disease', 'Other symptoms/disorders or the urinary system', 'Acute prostatitis', 'Benign neoplasm of breast', 'Irregular menstrual cycle', 'Early onset of delivery', 'Pruritus and related conditions', 'Corns and callosities', 'Degenerative skin conditions and other dermatoses', 'Other specified diseases of hair and hair follicles', 'Diseases of sebaceous glands', 'Acne', 'Hallux valgus (Bunion)', 'Genitourinary congenital anomalies', 'Swelling of limb', 'Facial weakness', 'Pallor and flushing', 'Fracture of neck of femur', 'Atopic/contact dermatitis due to other or unspecified', 'Poisoning by water, mineral, and uric acid metabolism drugs']",1 -A_2902,1,5,"[0.04298, 0.01152, 0.005067, 0.005766, 0.03877, 0.0163, 0.04801, 0.02385, 0.02941, 0.04383, 0.0403, 0.01144, 0.03864, 0.02106, 0.005367, 0.03529, 0.03936, 0.001714, 0.004069, 0.03419, 0.03715, 0.03207, 0.02532, 0.02559, 0.02663, 0.0467, 0.00857, 0.007894, 0.009874, 0.02768, 0.04742, 0.03589, 0.01268, 0.03463, 0.04438, 0.04627, 0.04792, 0.03373, 0.008132, 0.009863, 0.03055, 0.009216, 0.02512, 0.02857, 0.01979, 0.04098, 0.03849, 0.02712, 0.02771, 0.03737, 0.0377, 0.02548, 0.02817, 0.0432, 0.03531, 0.007342, 0.01607, 0.01776, 0.0446, 0.02934, 0.03413, 0.0002446, 0.0003865, 0.01592, 0.01161, 0.03549, 0.0165, 0.006673, 0.04096, 0.0159, 0.04826, 0.00155, 0.02752, 0.02396]","[0.594, 0.574, 0.658, 0.653, 0.697, 1.579, 0.857, 0.811, 0.548, 0.501, 0.816, 1.555, 0.493, 1.407, 1.386, 0.722, 1.741, 0.3, 0.331, 0.633, 1.185, 0.286, 0.841, 1.689, 2.148, 1.205, 2.639, 2.232, 0.663, 0.472, 0.242, 0.817, 0.764, 0.764, 1.278, 1.679, 0.789, 0.706, 0.793, 0.732, 0.889, 0.819, 0.834, 0.603, 0.515, 1.297, 0.298, 1.278, 1.408, 1.388, 1.477, 0.63, 1.465, 1.258, 1.299, 1.727, 0.732, 0.713, 0.611, 0.809, 2.427, 0.61, 0.615, 0.556, 1.349, 0.535, 1.429, 1.539, 2.199, 0.587, 0.645, 3.296, 1.322, 1.334]","['Methicillin resistant Staphylococcus aureus', 'Viral warts & HPV', 'Dermatophytosis / Dermatomycosis', 'Dermatophytosis', 'Dermatophytosis of nail', 'Cancer of stomach', 'Skin cancer', 'Other non-epithelial cancer of skin', 'Basal cell carcinoma', 'Squamous cell carcinoma', 'Neoplasm of uncertain behavior of skin', 'Acquired absence of breast', 'Cervical intraepithelial neoplasia [CIN] [Cervical dysplasia]', 'Secondary malignant neoplasm of digestive systems', 'Secondary malignant neoplasm of liver', 'Secondary malignancy of bone', 'Vascular hamartomas and non-neoplastic nevi', 'Benign neoplasm of uterus', 'Uterine leiomyoma', 'Disorders of the pituitary gland and its hypothalamic control', 'Protein-calorie malnutrition', 'Dysmetabolic syndrome X', 'Overweight, obesity and other hyperalimentation', 'Acquired hemolytic anemias', 'Non-autoimmune hemolytic anemias', 'Coagulation defects', 'Acquired coagulation factor deficiency', 'Diseases of spleen', 'Major depressive disorder', 'Posttraumatic stress disorder', 'Personality disorders', 'Sleep disorders', 'Sleep apnea', 'Obstructive sleep apnea', 'Migraine', 'Nerve root and plexus disorders', 'Other retinal disorders', 'Open-angle glaucoma', 'Heart valve disorders', 'Nonrheumatic mitral valve disorders', 'Cardiac dysrhythmias', 'Congestive heart failure; nonhypertensive', 'Congestive heart failure (CHF) NOS', 'Heart transplant/surgery', 'Varicose veins', 'Acute pharyngitis', 'Chronic laryngitis', 'Respiratory abnormalities', 'Hyperventilation', 'Stomatitis and mucositis', 'Stricture and stenosis of esophagus', 'Peptic ulcer (excl. esophageal)', 'Abnormal serum enzyme levels', 'Other symptoms involving abdomen and pelvis', 'Nephritis; nephrosis; renal sclerosis', 'Stricture/obstruction of ureter', 'Disorders of menstruation and other abnormal bleeding from female genital tract', 'Irregular menstrual cycle/bleeding', 'Irregular menstrual cycle', 'Menopausal and postmenopausal disorders', 'Antepartum hemorrhage, abruptio placentae, and placenta previa', 'Other arthropathies', 'Arthropathy NOS', 'Polymyalgia Rheumatica', 'Spinal stenosis of lumbar region', 'Rupture of tendon, nontraumatic', 'Curvature of spine', 'Kyphoscoliosis and scoliosis', 'Chronic fatigue syndrome', 'Dermatitis due to solar radiation', 'Chronic dermatitis due to solar radiation', 'Postoperative shock', 'Poisoning by primarily systemic agents', 'Antineoplastic and immunosuppressive drugs causing adverse effects']",1 -A_3001,0,6,"[0.04842, 0.03211, 0.004077, 0.008785, 0.01421, 0.008931, 0.02222, 0.02627, 0.0001506, 0.01032, 0.02126, 0.02292, 0.04807, 0.02215, 0.01877, 0.01888, 0.01475, 0.007459, 0.03907, 0.02516, 0.04673, 0.01566, 0.0006592, 0.0469, 0.02671, 0.01484, 0.04037, 0.007604, 3.452e-05, 0.02281, 0.001246, 0.001363, 0.006703, 0.0446, 0.00222, 0.02202, 0.0117, 0.003996, 0.03834, 0.01108, 0.04475, 0.02627, 0.009273, 0.01084, 0.02206, 0.01036, 0.008723, 0.01587, 0.04379, 0.04268, 0.01332, 0.01261, 0.01762, 0.005303, 0.01841, 0.03898, 0.01389, 0.03903, 0.04318, 0.03894, 0.001256, 0.007866]","[0.571, 1.481, 3.863, 1.669, 2.473, 1.555, 1.679, 1.401, 1.945, 3.865, 0.262, 1.913, 0.138, 1.987, 2.078, 1.448, 1.619, 2.164, 1.572, 2.581, 1.503, 1.78, 3.548, 2.005, 1.624, 1.335, 2.395, 1.697, 1.875, 3.287, 3.684, 2.081, 1.987, 2.536, 3.364, 2.452, 3.25, 2.891, 2.406, 0.459, 0.134, 1.265, 1.56, 2.963, 3.381, 1.675, 1.759, 1.617, 2.209, 2.878, 1.576, 2.526, 2.066, 3.718, 1.989, 1.712, 1.983, 1.857, 1.885, 1.769, 2.02, 1.595]","['Dermatophytosis', 'Cancer of larynx, pharynx, nasal cavities', 'Cancer of nasopharynx', 'Cancer of larynx', 'Cancer of other female genital organs', 'Cancer of prostate', 'Thyroid cancer', 'Cancer, suspected or other', 'Secondary malignancy of bone', 'Neuroendocrine tumors', 'Type 1 diabetes', 'Failure to thrive (childhood)', 'Psychosis', 'Sleep related movement disorders', 'Macular degeneration (senile) of retina NOS', 'Disorders of refraction and accommodation; blindness and low vision', 'Myopia', 'Blindness and low vision', 'Other disorders of eyelids', 'Disorders of lacrimal system', 'Sinoatrial node dysfunction (Bradycardia)', 'Intracranial hemorrhage', 'Subarachnoid hemorrhage', 'Cerebral atherosclerosis', 'Late effects of cerebrovascular disease', 'Acute upper respiratory infections of multiple or unspecified sites', 'Postnasal drip', 'Bacterial pneumonia', 'Acute bronchitis and bronchiolitis', 'Lung disease due to external agents', 'Apnea', 'Abnormal sputum', 'Hemoptysis', 'Other diseases of respiratory system, NEC', 'Periodontitis (acute or chronic)', 'Other diseases of the teeth and supporting structures', 'Loss of teeth or edentulism', 'Temporomandibular joint disorders', 'Peritoneal or intestinal adhesions', 'Ascites (non malignant)', 'Cystitis', 'Other symptoms/disorders or the urinary system', 'Dysuria', 'Oliguria and anuria', 'Other disorders of prostate', 'Benign mammary dysplasias', 'Cystic mastopathy', 'Other nonmalignant breast conditions', 'Other signs and symptoms in breast', 'Noninflammatory disorders of vulva and perineum', 'Disorders of menstruation and other abnormal bleeding from female genital tract', 'Absent or infrequent menstruation', 'Postmenopausal bleeding', 'Premature menopause and other ovarian failure', 'Ovarian cyst', 'Systemic lupus erythematosus', 'Psoriasis vulgaris', 'Acne', 'Acquired spondylolisthesis', 'Fracture of foot', 'Fracture of radius and ulna', 'Adverse drug events and drug allergies']",1 -A_3101,1,5,"[0.009542, 0.009889, 0.004877, 0.009924, 0.00369, 0.00954, 0.04962, 0.01232, 0.03526, 0.00161, 0.02532, 0.01347, 0.04185, 0.03032, 0.001217, 0.04186, 0.04697, 0.03433, 0.03422, 0.009132, 0.03388, 0.0452, 0.002022, 0.03268, 0.03854, 0.03052, 0.005629, 0.00648, 0.001151, 0.02025, 0.02466, 0.03987, 0.008851, 0.02797, 0.01751, 0.005425, 0.03277, 0.005595, 0.02943, 0.00821, 0.01661, 0.0009678, 0.004084, 0.002652, 0.03498, 0.0317, 0.004844, 0.04481, 0.02587, 0.0002136, 0.01034, 0.01806, 0.02182, 0.03795, 0.02097, 0.03361, 0.00202, 0.002665, 0.01448, 0.03566, 0.04365, 0.03241, 0.01803, 0.04588, 0.03113]","[1.714, 1.352, 1.251, 1.497, 1.934, 1.915, 2.208, 2.832, 1.645, 1.92, 1.657, 1.22, 1.571, 1.267, 3.559, 2.278, 2.024, 0.291, 0.708, 0.558, 1.375, 1.525, 1.52, 1.926, 1.422, 1.555, 1.289, 1.327, 2.142, 1.652, 2.696, 1.557, 2.355, 2.296, 2.465, 2.364, 0.38, 1.743, 1.216, 1.906, 1.352, 1.555, 2.101, 2.18, 1.749, 1.403, 1.881, 0.239, 1.57, 2.339, 2.29, 1.459, 1.455, 1.8, 1.307, 0.535, 1.45, 1.455, 1.446, 1.496, 1.543, 2.379, 2.621, 2.395, 1.576]","['Gram negative septicemia', 'Bacteremia', 'Bacterial infection NOS', 'Streptococcus infection', 'Cancer of liver and intrahepatic bile duct', 'Malignant neoplasm of liver, primary', 'Malignant neoplasm of gallbladder and extrahepatic bile ducts', 'Precocious sexual development and puberty NEC', 'Delayed milestones', 'Gouty arthropathy', 'Hyperosmolality and/or hypernatremia', 'Hypovolemia', 'Hemorrhagic disorder due to intrinsic circulating anticoagulants', 'Decreased white blood cell count', 'Mild cognitive impairment', 'Antisocial/borderline personality disorder', 'Somatoform disorder', 'Other nondiabetic retinopathy', 'Other disorders of eye', 'Eustachian tube disorders', 'Rheumatic disease of the heart valves', 'Disease of tricuspid valve', 'Abnormal heart sounds', 'Second degree AV block', 'Paroxysmal supraventricular tachycardia', 'Varicose veins', 'Hypotension', 'Hypotension NOS', 'Chronic obstructive asthma', 'Asthma with exacerbation', 'Respiratory arrest', 'Hypoventilation', 'Apnea', 'Diseases of pulp and periapical tissues', 'Periapical abscess', 'Duodenal ulcer', 'Ileostomy status', 'Other disorders of peritoneum', 'Gastrointestinal hemorrhage', 'Hematemesis', 'Blood in stool', 'Hemorrhage of gastrointestinal tract', 'Anatomical abnormatilies of kidney and ureters', 'Vesicoureteral reflux', 'Gross hematuria', 'Hydronephrosis', 'Other disorders of male genital organs', 'Mastodynia', 'Irregular menstrual cycle', 'Cellulitis and abscess of foot, toe', 'Other specified erythematous conditions', 'Osteomyelitis, periostitis, and other infections involving bone', 'Osteomyelitis', 'Sacroiliitis NEC', 'Other arthropathies', 'Other acquired musculoskeletal deformity', 'Cardiac and circulatory congenital anomalies', 'Cardiac congenital anomalies', 'Cardiac shunt/ heart septal defect', 'Valvular heart disease/ heart chambers', 'Cystic kidney disease', 'Open wound of foot except toe(s) alone', 'Poisoning by agents primarily affecting blood constituents', 'Anticoagulants causing adverse effects', 'Effects radiation NOS']",1 -B_0801,0,4,"[0.01279, 0.0128, 0.01781, 0.003793, 0.04016, 0.02453, 0.01781, 0.01626, 0.04106, 0.01668, 0.0469, 0.0448, 0.008931, 0.01134, 0.00984, 0.01035, 0.01006, 0.01266, 1.534e-11, 0.0001095, 0.02412, 0.01061, 0.02948, 0.04523, 0.01732, 0.03115, 3.191e-05, 0.01247, 0.00635, 0.008835, 0.0395, 0.03149, 0.01992, 0.0337, 0.01282, 0.01837, 0.007436, 0.04807, 0.02349, 0.007851, 0.02697, 0.03287, 0.04784, 0.006504, 0.04349, 0.02985, 0.04453, 0.001054, 0.04439, 0.03402, 0.04274, 0.03848, 0.04813, 0.03151, 0.01798, 0.016, 0.004327, 1.146e-05, 0.04664, 0.001084, 0.00464, 0.004741, 0.008449, 0.02642, 0.03791, 0.008744, 0.01459, 0.01398, 9.709e-06, 0.01623, 0.0477, 0.01455, 0.04012, 0.0131, 0.04638, 0.04217, 0.02678, 0.02716, 0.01896, 0.048, 0.01765, 0.03404, 2.3e-05, 8.512e-05, 0.02335, 0.026, 4.39e-11, 1.455e-06, 1.54e-05, 2.719e-08, 0.01641, 0.009399, 0.04905, 0.004334, 0.003556, 0.04299, 0.002088, 0.0383, 0.02211, 0.03658, 0.04166, 0.004611, 0.005239]","[2.178, 1.46, 1.459, 1.939, 1.27, 0.45, 0.802, 0.777, 0.792, 1.199, 1.323, 0.606, 1.442, 1.115, 1.125, 1.52, 1.657, 1.652, 1.95, 2.352, 1.729, 1.853, 1.714, 1.297, 1.194, 0.862, 1.585, 2.008, 0.709, 0.876, 0.661, 1.434, 1.83, 0.904, 0.875, 0.742, 0.657, 0.663, 1.371, 1.29, 1.707, 1.252, 1.151, 1.29, 1.277, 0.418, 1.154, 0.728, 0.546, 1.619, 0.825, 1.598, 1.678, 0.513, 0.591, 0.692, 0.762, 2.74, 0.861, 1.248, 1.236, 1.274, 1.463, 1.248, 1.293, 1.799, 1.224, 1.25, 1.852, 0.631, 1.316, 1.218, 1.163, 1.216, 0.918, 0.852, 0.352, 0.585, 0.391, 0.451, 1.859, 1.161, 1.549, 1.522, 0.532, 1.362, 1.745, 2.245, 2.761, 2.802, 1.167, 1.206, 0.426, 0.59, 1.702, 0.849, 2.082, 0.477, 1.604, 0.373, 1.2, 1.399, 1.195]","['Tuberculosis', 'Chronic hepatitis', 'Hepatitis NOS', 'Dermatophytosis of the body', 'Hx of malignant neoplasm of oral cavity and pharynx', 'Malignant neoplasm of retroperitoneum and peritoneum', 'Manlignant and unknown neoplasms of brain and nervous system', 'Cancer of brain and nervous system', 'Secondary malignant neoplasm of digestive systems', 'Cancer of other lymphoid, histiocytic tissue', 'Large cell lymphoma', 'Vascular hamartomas and non-neoplastic nevi', ""Graves' disease"", 'Hypothyroidism', 'Hypothyroidism NOS', 'Thyroiditis', 'Chronic thyroiditis', 'Chronic lymphocytic thyroiditis', 'Type 1 diabetes', 'Type 1 diabetes with ketoacidosis', 'Type 1 diabetes with renal manifestations', 'Type 1 diabetes with ophthalmic manifestations', 'Type 1 diabetes with neurological manifestations', 'Type 2 diabetes with ophthalmic manifestations', 'Insulin pump user', 'Abnormal glucose', 'Diabetic retinopathy', 'Disturbances of amino-acid transport', 'Disorders of phosphorus metabolism', 'Hypopotassemia', 'Alkalosis', 'Acquired hemolytic anemias', 'Autoimmune hemolytic anemias', 'Anxiety disorders', 'Anxiety disorder', 'Pervasive developmental disorders', 'Attention deficit hyperactivity disorder', 'Meningitis', 'Sleep related movement disorders', 'Extrapyramidal disease and abnormal movement disorders', 'Myoclonus', 'Partial epilepsy', 'Atherosclerosis', 'Atherosclerosis of the extremities', 'Atherosclerosis of native arteries of the extremities with intermittent claudication', 'Acute vascular insufficiency of intestine', 'Peripheral vascular disease', 'Acute pharyngitis', 'Acute laryngitis and tracheitis', 'Throat pain', 'Bacterial pneumonia', 'Apnea', 'Diseases of pulp and periapical tissues', 'Heartburn', 'Other specified gastritis', 'Dyspepsia and other specified disorders of function of stomach', 'Diaphragmatic hernia', 'Celiac disease', 'Intestinal obstruction without mention of hernia', 'Chronic liver disease and cirrhosis', 'Other chronic nonalcoholic liver disease', 'Cirrhosis of liver without mention of alcohol', 'Primary biliary cirrhosis', 'Liver abscess and sequelae of chronic liver disease', 'Portal hypertension', 'Acute and subacute necrosis of liver', 'Abnormal results of function study of liver', 'Other biliary tract disease', 'Cholangitis', 'Nonspecific abnormal findings in stool contents', 'Glomerulonephritis', 'End stage renal disease', 'Chronic Kidney Disease, Stage III', 'Kidney replaced by transpant', 'Other symptoms/disorders or the urinary system', 'Dysuria', 'Acute prostatitis', 'Mastodynia', 'Noninflammatory disorders of ovary, fallopian tube, and broad ligament', 'Noninflammatory disorders of vulva and perineum', 'Premature menopause and other ovarian failure', 'Disturbance of skin sensation', 'Lupus (localized and systemic)', 'Systemic lupus erythematosus', 'Unspecified erythematous condition', 'Sarcoidosis', 'Diffuse diseases of connective tissue', 'Sicca syndrome', 'Polymyositis', 'Dermatomyositis', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Ankylosing spondylitis', 'Hammer toe (acquired)', 'Other acquired deformities of limbs', 'Cardiac congenital anomalies', 'Congenital anomalies of peripheral vascular system', 'Symptoms involving nervous and musculoskeletal systems', 'Abnormal posture', 'Chronic fatigue syndrome', 'Fracture of ankle and foot', 'Fracture of foot', 'Atopic/contact dermatitis due to other or unspecified']",1 -B_1302,0,6,"[0.03216, 0.04093, 0.00304, 9.26e-05, 0.01547, 0.02934, 0.001455, 0.0394, 0.01663, 0.004975, 0.04767, 0.04473, 0.03241, 0.03515, 0.04818, 0.01756, 0.04733, 0.0283, 0.007725, 0.007255, 0.008728, 0.0001123, 0.02162, 0.04088, 0.03526, 0.02491, 0.006132, 0.004934, 0.02776, 0.008519, 0.00349, 0.0004368, 0.01493, 0.02521, 0.04383, 0.0003915, 0.03916, 0.0254, 0.04209, 0.001208, 9.207e-07, 0.04948, 0.03857, 0.003295, 0.04846, 0.003122, 0.0003277, 0.03994, 8.179e-05, 3.089e-05, 1.714e-06, 0.009107, 0.01481, 0.02469, 0.04663, 0.01191, 0.03964, 0.04834]","[1.652, 0.671, 1.51, 4.163, 1.466, 1.58, 2.659, 1.424, 1.845, 0.341, 1.928, 1.442, 1.58, 1.605, 0.613, 0.646, 0.557, 0.275, 0.333, 0.148, 1.378, 2.314, 1.738, 0.737, 0.345, 1.231, 1.434, 2.08, 1.611, 2.928, 2.843, 3.562, 1.247, 1.233, 2.388, 1.558, 1.38, 0.619, 2.13, 2.597, 4.819, 0.139, 1.749, 1.715, 0.441, 2.325, 3.68, 1.528, 2.076, 2.169, 2.557, 2.515, 1.752, 0.446, 0.623, 0.406, 1.219, 1.45]","['Gram negative septicemia', 'Dermatophytosis / Dermatomycosis', 'Cancer of larynx, pharynx, nasal cavities', 'Cancer of nasopharynx', 'Cancer of larynx', 'Hx of malignant neoplasm of oral cavity and pharynx', 'Cancer of of nasal cavities', 'Radiotherapy', 'Simple and unspecified goiter', 'Type 1 diabetes', 'Other disorders of pancreatic internal secretion', 'Disorders of adrenal glands', 'Adrenal hypofunction', 'Failure to thrive (childhood)', 'Disorders of magnesium metabolism', 'Iron deficiency anemias, unspecified or not due to blood loss', 'Anemia in chronic kidney disease', ""Alzheimer's disease"", 'Schizophrenia and other psychotic disorders', 'Psychosis', 'Disorders of refraction and accommodation; blindness and low vision', 'Blindness and low vision', 'Diplopia and disorders of binocular vision', 'Hypertensive chronic kidney disease', 'Primary pulmonary hypertension', 'Cerebrovascular disease', 'Occlusion and stenosis of precerebral arteries', 'Cerebral atherosclerosis', 'Atherosclerosis of native arteries of the extremities with intermittent claudication', 'Aneurysm of artery of lower extremity', 'Other specified peripheral vascular diseases', 'Stricture of artery', 'Acute upper respiratory infections of multiple or unspecified sites', 'Allergic rhinitis', 'Viral pneumonia', 'Acute bronchitis and bronchiolitis', 'Pulmonary congestion and hypostasis', 'Pulmonary insufficiency or respiratory failure following trauma and surgery', 'Periodontitis (acute or chronic)', 'Other diseases of the teeth and supporting structures', 'Loss of teeth or edentulism', 'Reflux esophagitis', 'Bariatric surgery', 'Gastrointestinal complications', 'Cystitis', 'Absent or infrequent menstruation', 'Premature menopause and other ovarian failure', 'Systemic lupus erythematosus', 'Psoriasis and related disorders', 'Psoriasis', 'Psoriasis vulgaris', 'Keloid scar', 'Acne', 'Polymyalgia Rheumatica', 'Senile osteoporosis', 'Congenital anomalies of urinary system', 'Edema', 'Fracture of radius and ulna']",1 -B_1402,1,5,"[0.007699, 0.04957, 0.006541, 0.0007456, 0.02246, 0.03922, 0.02147, 0.02135, 0.001789, 0.007916, 0.01981, 0.04996, 0.04102, 0.03556, 0.03847, 0.04408, 0.00274, 0.01012, 0.007544, 0.03976, 0.01793, 0.01286, 0.008993, 0.0319, 0.002914, 0.04225, 0.02848, 0.0499, 0.03641, 0.006839, 0.04073, 0.03846, 0.02457, 0.03989, 0.02059, 0.04812, 0.0113, 0.04279, 0.0294, 0.007387, 0.01709, 0.04677, 0.003852, 0.03832, 0.03055, 0.03062, 0.01246, 0.01817, 0.03164, 0.03067, 0.0005528, 0.04331, 0.04691, 0.02995, 0.004191]","[0.495, 0.47, 0.353, 1.971, 1.756, 0.543, 1.278, 0.195, 0.776, 0.426, 0.821, 0.715, 0.533, 0.847, 1.791, 2.251, 0.566, 0.567, 0.38, 0.791, 0.524, 0.816, 0.798, 0.737, 2.919, 0.638, 0.111, 0.411, 0.122, 0.59, 0.838, 1.892, 2.232, 1.329, 1.591, 1.247, 1.343, 1.362, 2.074, 1.288, 1.505, 0.136, 2.104, 1.995, 1.257, 1.303, 1.359, 2.305, 1.765, 1.478, 2.807, 1.773, 2.384, 0.459, 2.33]","['Cancer of mouth', 'Cancer of tongue', 'Hx of malignant neoplasm of oral cavity and pharynx', 'Basal cell carcinoma', 'Squamous cell carcinoma', 'Cancer of other female genital organs', 'Benign neoplasm of colon', 'Benign neoplasm of other endocrine glands and related structures', 'Diabetes mellitus', 'Type 1 diabetes', 'Type 2 diabetes', 'Insulin pump user', 'Diabetic retinopathy', 'Electrolyte imbalance', 'Acquired hemolytic anemias', 'Obsessive-compulsive disorders', 'Glaucoma', 'Open-angle glaucoma', 'Primary open angle glaucoma', 'Senile cataract', 'Heart valve replaced', 'Ischemic Heart Disease', 'Coronary atherosclerosis', 'Pulmonary heart disease', 'Aneurysm of other specified artery', 'Encounter for long-term (current) use of anticoagulants, antithrombotics, aspirin', 'Pseudomonal pneumonia', 'Bronchiectasis', 'Cystic fibrosis', 'Empyema and pneumothorax', 'Pulmonary collapse; interstitial and compensatory emphysema', ""Barrett's esophagus"", 'Disorders of esophageal motility', 'Gastritis and duodenitis', 'Regional enteritis', 'Diverticulosis and diverticulitis', 'Diverticulosis', 'Cholelithiasis', 'Chronic pancreatitis', 'Gastrointestinal hemorrhage', 'Hemorrhage of rectum and anus', 'Other signs and symptoms in breast', 'Cellulitis and abscess of face/neck', 'Unspecified erythematous condition', 'Seborrheic keratosis', 'Other arthropathies', 'Arthropathy NOS', 'Other disorders of bone and cartilage', 'Hallux valgus (Bunion)', 'Curvature of spine', 'Kyphosis (acquired)', 'Pathologic fracture of vertebrae', 'Chronic fatigue syndrome', 'Bone marrow or stem cell transplant', 'Insect bite']",1 -B_1501,0,5,"[0.01037, 0.003943, 0.001944, 0.01952, 0.01862, 0.003353, 0.03697, 0.0317, 6.637e-05, 0.0001149, 0.0008773, 9.89e-08, 3.343e-05, 0.0001725, 0.0001726, 7.676e-06, 0.02817, 1.248e-05, 0.0274, 0.03396, 0.0005639, 0.02326, 0.0355, 0.04039, 0.01881, 0.04691, 0.02668, 0.0267, 0.009696, 0.04878, 0.03938, 0.01251, 0.0484, 0.003086, 0.01975, 0.03561, 0.008104, 0.007439, 0.009773, 0.04128, 0.03362, 0.02712, 0.00965, 0.03166, 0.01575, 0.03699, 0.04438, 0.02616, 0.04968, 0.03081, 0.009381, 0.04813, 0.03642, 0.00721, 0.0267, 0.04987, 0.006789, 0.04868, 0.01154, 0.0005041, 0.03993, 0.01626, 0.0347, 0.0485, 0.03129, 0.03526, 0.02842]","[0.693, 0.519, 0.547, 0.64, 1.339, 1.883, 1.611, 0.78, 0.797, 0.791, 1.17, 1.868, 2.744, 2.634, 2.639, 3.103, 1.223, 1.744, 1.87, 2.086, 2.545, 1.24, 0.799, 1.348, 1.514, 1.286, 1.584, 1.403, 2.225, 1.619, 0.818, 0.23, 0.785, 2.028, 0.793, 0.483, 1.256, 1.431, 1.931, 1.089, 1.25, 1.802, 1.785, 1.552, 0.756, 0.716, 0.478, 1.616, 0.752, 1.776, 2.325, 0.685, 1.615, 1.717, 1.802, 1.803, 2.497, 0.538, 1.215, 1.341, 1.411, 1.809, 1.819, 1.326, 1.843, 0.288, 2.143]","['Cancer of mouth', 'Cancer of oropharynx', 'Hx of malignant neoplasm of oral cavity and pharynx', 'Acquired absence of breast', 'Myeloproliferative disease', 'Vascular hamartomas and non-neoplastic nevi', 'Benign neoplasm of pituitary gland and craniopharyngeal duct (pouch)', 'Nontoxic nodular goiter', 'Hypothyroidism', 'Hypothyroidism NOS', 'Diabetes mellitus', 'Type 1 diabetes', 'Type 1 diabetes with ketoacidosis', 'Type 1 diabetes with renal manifestations', 'Type 1 diabetes with ophthalmic manifestations', 'Type 1 diabetes with neurological manifestations', 'Insulin pump user', 'Diabetic retinopathy', 'Pituitary hyperfunction', 'Other disorders of neurohypophysis', 'Nonspecific abnormal results of other endocrine function study', 'Disorders of calcium/phosphorus metabolism', 'Fluid overload', 'Megaloblastic anemia', 'Other vitamin B12 deficiency anemia', 'Anemia in chronic kidney disease', 'Primary hypercoagulable state', 'Abnormal coagulation profile', 'Spontaneous ecchymoses', 'Eosinophilia', 'Obstructive sleep apnea', 'Coma', 'Myopia', 'Hypermetropia', 'Inflammation of the eye', 'Nonrheumatic tricuspid valve disorders', 'Other chronic ischemic heart disease, unspecified', 'Secondary/extrinsic cardiomyopathies', 'Anomalous atrioventricular excitation', 'Cardiac dysrhythmias', 'Paroxysmal ventricular tachycardia', 'Arterial embolism and thrombosis of lower extremity artery', 'Giant cell arteritis', 'Phlebitis and thrombophlebitis of lower extremities', 'Diseases of the oral soft tissues, excluding lesions specific for gingiva and tongue', 'Stomatitis and mucositis', 'Stomatitis and mucositis (ulcerative)', 'Intestinal malabsorption (non-celiac)', 'Nonspecific elevation of levels of transaminase or lactic acid dehydrogenase [LDH]', 'Non-proliferative glomerulonephritis', 'Acute prostatitis', 'Mammographic microcalcification', 'Breast conditions, congenital or relating to hormones', 'Absent or infrequent menstruation', 'Endocrine and metabolic disturbances of fetus and newborn', 'Hematological disorders of newborn', 'Neonatal bradycardia or tachycardia', 'Corns and callosities', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Bursitis', 'Contracture of tendon (sheath)', 'Pathologic fracture of femur', 'Valvular heart disease/ heart chambers', 'Obstructive genitourinary defect', 'Neural tube defects', 'Posttraumatic wound infection not elsewhere classified']",1 -B_1801,1,5,"[0.04484, 0.01274, 0.02474, 0.01988, 0.008101, 0.03108, 0.01889, 0.04948, 0.03389, 0.003429, 0.001094, 4.25e-05, 0.02414, 0.01006, 0.007495, 0.03625, 0.01436, 0.03811, 0.01421, 0.0005032, 0.04279, 0.01622, 0.02627, 0.02098, 0.03226, 0.01935, 0.009449, 0.02539, 0.04769, 0.04022, 0.04876, 0.03663, 0.01773, 0.01517, 0.02342, 0.0376, 0.0139, 0.03657, 0.02333, 0.0166, 0.0278, 0.008442, 0.02671, 0.04321, 0.007574, 0.04645, 0.02568, 0.01222, 0.03501, 0.03512, 0.04066, 0.007862, 0.02588, 0.01251, 0.02645, 0.02204, 0.005945, 0.02679, 0.01336]","[0.596, 0.082, 0.673, 0.844, 0.659, 0.541, 0.61, 0.468, 0.485, 1.21, 1.251, 1.792, 1.452, 1.477, 2.189, 0.501, 1.534, 1.313, 1.907, 1.494, 1.724, 2.559, 0.497, 2.462, 0.685, 2.5, 2.472, 0.618, 0.406, 0.716, 0.826, 0.56, 1.941, 2.085, 2.039, 0.73, 1.504, 2.381, 1.784, 1.442, 1.45, 1.895, 1.643, 0.481, 0.695, 0.871, 0.794, 0.647, 0.645, 0.415, 0.767, 0.512, 0.394, 2.399, 1.399, 1.896, 2.393, 1.704, 1.88]","['Herpes zoster', 'Cervical cancer', 'Radiotherapy', 'Secondary malignant neoplasm', 'Secondary malignancy of bone', 'Secondary malignant neoplasm of skin', 'Myeloproliferative disease', 'Polycythemia vera', 'Nodular lymphoma', 'Hypothyroidism', 'Hypothyroidism NOS', 'Type 1 diabetes', 'Diabetic retinopathy', 'Disorders of the pituitary gland and its hypothalamic control', 'Other specified disorders of plasma protein metabolism', ""Alzheimer's disease"", 'Generalized anxiety disorder', 'Substance addiction and disorders', 'Polyneuropathy due to drugs', 'Migraine', 'Migrain with aura', 'Progressive myopia', 'Macular degeneration (senile) of retina NOS', 'Superficial keratitis', 'Other disorders of eyelids', 'Labyrinthitis', 'Acute pericarditis', 'Intracranial hemorrhage', 'Subdural hemorrhage', 'Other aneurysm', 'Respiratory failure', 'Hypoventilation', 'Solitary pulmonary nodule', 'Dentofacial anomalies, including malocclusion', 'Anomalies of tooth position/malocclusion', 'Noninfectious gastroenteritis', 'Jaundice (not of newborn)', 'Acute cystitis', 'Mastodynia', 'Genital prolapse', 'Prolapse of vaginal walls', 'Sicca syndrome', 'Systemic sclerosis', 'Arthropathy associated with infections', 'Rheumatoid arthritis', 'Osteoporosis, osteopenia and pathological fracture', 'Osteoporosis NOS', 'Senile osteoporosis', 'Pathologic fracture', 'Pathologic fracture of vertebrae', 'Cardiac and circulatory congenital anomalies', 'Valvular heart disease/ heart chambers', 'Digestive congenital anomalies', 'Congenital deformities of feet', 'Spasm of muscle', 'Abnormal posture', 'Traumatic arthropathy', 'Poisoning by hormones and synthetic substitutes', 'Adrenal cortical steroids causing adverse effects in therapeutic use']",1 -B_3503,1,5,"[0.0004989, 0.03992, 0.02918, 0.0233, 0.02367, 0.0002002, 0.01991, 0.03844, 0.03172, 0.04474, 0.03559, 0.01093, 0.01659, 0.006136, 0.02296, 0.04648, 0.0461, 0.0428, 0.02069, 0.02114, 0.01104, 0.01548, 0.03104, 0.02676, 0.02695, 0.03145, 0.02611, 0.03628, 0.01372, 0.04068, 0.03702, 0.01218, 0.003768, 0.04858, 0.02448, 0.02504, 0.01088, 0.009351, 0.03407, 0.001965, 0.02672, 0.03051, 0.04901, 0.01802, 0.02416, 0.04162, 0.04372, 0.003734, 0.01188, 0.009672, 0.01823, 0.04074, 0.009788, 0.04076, 0.00951, 0.02314, 0.01879, 0.01229]","[2.353, 0.546, 1.929, 2.315, 1.981, 2.136, 1.27, 2.625, 1.594, 1.683, 0.387, 0.52, 0.445, 0.291, 1.723, 0.439, 2.851, 0.563, 0.52, 0.649, 0.584, 1.377, 1.614, 0.634, 0.648, 0.778, 2.167, 1.783, 3.178, 2.258, 0.758, 0.742, 3.208, 2.81, 2.316, 2.172, 1.985, 3.446, 2.477, 2.662, 0.521, 0.542, 1.675, 1.863, 3.312, 1.741, 2.569, 3.523, 3.813, 3.367, 1.464, 2.423, 2.431, 2.355, 1.541, 2.446, 1.975, 2.701]","['Basal cell carcinoma', 'Secondary malignancy of bone', 'Lipoma', 'Lipoma of skin and subcutaneous tissue', 'Simple and unspecified goiter', 'Thyrotoxicosis with or without goiter', 'Hypothyroidism', 'Pituitary hyperfunction', 'Disorders of adrenal glands', 'Adrenal hypofunction', 'Disorders of plasma protein metabolism', 'Hyperpotassemia', 'Disorders involving the immune mechanism', 'Immunity deficiency', 'Secondary thrombocytopenia', 'Aphasia/speech disturbance', 'Sexual and gender identity disorders', 'Adjustment reaction', 'Migraine', 'Epilepsy, recurrent seizures, convulsions', 'Convulsions', 'Abnormal movement', 'Lack of coordination', 'Disorders of refraction and accommodation; blindness and low vision', 'Hypertensive chronic kidney disease', 'Coronary atherosclerosis', 'Cerebral aneurysm', 'Abdominal aortic aneurysm', 'Stricture of artery', 'Postnasal drip', 'Pleurisy; pleural effusion', 'Pulmonary collapse; interstitial and compensatory emphysema', 'Apnea', 'Tracheostomy complications', ""Barrett's esophagus"", 'Gastric ulcer', 'Ventral hernia', 'Anal and rectal polyp', 'Hepatomegaly', 'Calculus of bile duct', 'End stage renal disease', 'Kidney replaced by transpant', 'Cystitis and urethritis', 'Cystitis', 'Acute cystitis', 'Other specified disorders of breast', 'Dyspareunia', 'Hemorrhage during pregnancy; childbirth and postpartum', 'Antepartum hemorrhage, abruptio placentae, and placenta previa', 'Intervertebral disc disorder with myelopathy', 'Symptoms and disorders of the joints', 'Anomalies of respiratory system, congenital', 'Congenital anomalies of genital organs', 'Congenital anomalies of male genital organs', 'Muscle weakness', 'Abnormal posture', 'Malaise and fatigue', 'Anaphylactic shock NOS']",1 -B_3901,1,5,"[0.003539, 0.02714, 0.01456, 0.04033, 0.03416, 0.0468, 0.02851, 0.04962, 0.0006253, 0.01844, 0.003289, 0.03858, 0.01512, 0.0149, 0.04253, 0.04668, 0.01276, 0.01661, 0.04166, 0.03929, 0.03216, 0.003664, 0.04437, 0.03996, 0.02851, 0.02103, 0.01092, 0.01484, 0.01836, 0.01876, 0.04339, 0.04261, 0.01601, 0.04419, 0.03613, 0.006509, 0.01177, 0.019, 0.01544, 0.01845, 0.03247, 0.02392, 0.007823, 0.01669]","[4.653, 2.541, 3.113, 0.546, 2.995, 2.067, 2.26, 1.565, 5.06, 0.188, 2.064, 2.131, 1.744, 3.555, 1.879, 0.314, 1.329, 1.332, 2.38, 0.423, 1.779, 3.946, 2.557, 2.123, 1.281, 1.337, 1.451, 1.398, 1.846, 1.92, 2.341, 2.363, 1.586, 1.782, 2.001, 3.582, 2.068, 2.694, 2.58, 0.394, 1.805, 2.595, 3.666, 1.49]","['Dermatomycoses', 'Cancer of of nasal cavities', 'Malignant neoplasm of retroperitoneum and peritoneum', 'Melanomas of skin', 'Other benign neoplasm of connective and other soft tissue', 'Alkalosis', 'Pernicious anemia', 'Pancytopenia', 'Acquired coagulation factor deficiency', 'Other diseases of blood and blood-forming organs', 'Bipolar', 'Agorophobia, social phobia, and panic disorder', 'Dysthymic disorder', 'Hypersomnia', 'Otalgia', 'Conductive hearing loss', 'Ischemic Heart Disease', 'Coronary atherosclerosis', 'First degree AV block', 'Atrial flutter', 'Premature beats', 'Supraventricular premature beats', 'Acute laryngitis and tracheitis', 'Bronchitis', 'Pulmonary collapse; interstitial and compensatory emphysema', 'Respiratory failure, insufficiency, arrest', 'Respiratory failure', 'Other diseases of lung', 'Abnormal sputum', 'Hemoptysis', 'Temporomandibular joint disorders', ""Barrett's esophagus"", 'Ascites (non malignant)', 'Abnormal serum enzyme levels', 'Other disorders of male genital organs', 'Noninflammatory disorders of ovary, fallopian tube, and broad ligament', 'Dyschromia and Vitiligo', 'Unspecified erythematous condition', 'Psoriatic arthropathy', 'Elevated prostate specific antigen [PSA]', 'Complication due to other implant and internal device', 'Open wound of finger(s)', 'Diaper or napkin rash', 'Sepsis and SIRS']",1 -B_4402,1,5,"[0.03731, 0.004402, 0.0339, 0.04736, 0.001432, 0.04576, 0.04645, 0.04037, 0.017, 0.002352, 0.005658, 0.04068, 0.04529, 0.02693, 0.01889, 0.02835, 0.02859, 0.03998, 0.03276, 0.03402, 0.02289, 0.01337, 0.04429, 0.04276, 0.03751, 0.02703, 0.003409, 0.003048, 0.002302, 0.04079, 0.04241, 0.003611, 0.003634, 0.02138, 0.04785, 0.04017, 0.02998, 0.005192, 0.008315, 0.04694, 0.04262, 0.034, 0.0005609, 0.03541, 0.04061, 0.03715, 0.02975, 0.03197, 0.01225, 0.01858, 0.04285, 0.02053, 0.01622, 0.007776, 0.02461, 0.03439, 0.04186, 0.02688, 0.02198, 0.007447, 0.02174, 0.01665, 0.02353]","[1.248, 0.628, 0.403, 1.222, 2.095, 1.753, 1.95, 0.712, 0.718, 0.591, 0.59, 1.144, 1.175, 1.107, 1.159, 1.175, 1.589, 0.667, 0.544, 0.674, 0.739, 1.481, 1.202, 1.222, 1.262, 1.328, 1.651, 1.153, 1.178, 1.233, 1.139, 0.589, 0.685, 1.518, 0.722, 0.485, 0.422, 0.819, 1.867, 1.442, 0.766, 0.522, 1.331, 1.255, 1.119, 1.329, 0.807, 0.79, 0.629, 0.394, 0.824, 1.603, 1.724, 1.662, 1.313, 1.508, 0.7, 0.553, 1.92, 2.103, 1.894, 0.779, 0.5]","['Methicillin sensitive Staphylococcus aureus', 'Herpes zoster', 'Histoplasmosis', 'Cancer of mouth', 'Cancer of major salivary glands', 'Cancer of the mouth floor', 'Cancer of hypopharynx', 'Malignant neoplasm of uterus', 'Cancer of other female genital organs', 'Malignant neoplasm of ovary and other uterine adnexa', 'Malignant neoplasm of ovary', 'Cancer, suspected or other', 'Malignant neoplasm, other', 'Secondary malignant neoplasm', 'Secondary malignancy of lymph nodes', 'Secondary malignancy of respiratory organs', 'Benign neoplasm of respiratory and intrathoracic organs', 'Lipoma', 'Lipoma of skin and subcutaneous tissue', ""Graves' disease"", 'Type 1 diabetes', 'Impaired fasting glucose', 'Disorders involving the immune mechanism', 'Immunity deficiency', 'Other deficiency anemia', 'Megaloblastic anemia', 'Pernicious anemia', 'Anxiety disorders', 'Anxiety disorder', 'Dysthymic disorder', 'Sleep apnea', 'Multiple sclerosis', 'Lack of coordination', 'Chronic pain syndrome', 'Abnormal function study of cardiovascular system', 'Arterial embolism and thrombosis of lower extremity artery', 'Encounter for long-term (current) use of antiplatelets/antithrombotics', 'Hypotension NOS', 'Hemorrhage NOS', 'Bronchopneumonia and lung abscess', 'Hyperventilation', 'Solitary pulmonary nodule', 'Diseases of the oral soft tissues, excluding lesions specific for gingiva and tongue', 'Peptic ulcer (excl. esophageal)', 'Dysphagia', 'Other disorders of peritoneum', 'Abnormal results of function study of liver', 'Other biliary tract disease', 'Glomerulonephritis', 'Chronic glomerulonephritis, NOS', 'End stage renal disease', 'Other disorders of testis', 'Hydrocele', 'Mastodynia', 'Prolapse of vaginal walls', 'Need for Hormone replacement therapy (postmenopausal)', 'Respiratory conditions of fetus and newborn', 'Perinatal jaundice', 'Infective connective tissue disorders', 'Congenital hip dysplasia and deformity', 'Pallor and flushing', 'Open wounds of extremities', 'Open wound of finger(s)']",1 -B_4901,1,5,"[0.001705, 0.03203, 0.02677, 0.004462, 0.01602, 0.0355, 0.01923, 0.02067, 0.0005862, 0.02341, 0.01615, 0.0004419, 0.002837, 0.04882, 0.0377, 0.01378, 0.01505, 0.04206, 0.004671, 0.02714, 0.04614, 0.04945, 0.01162, 0.02428, 0.03316, 0.0006551, 0.01179, 0.03432, 0.04109, 0.04253, 0.04528, 0.04729, 0.004011, 0.03315, 0.009849, 0.02035, 0.0209, 0.01501, 0.01878, 0.01367, 0.03281, 0.04344, 0.01382, 0.04273, 0.03623, 0.04046, 0.0422]","[3.519, 1.792, 0.452, 3.903, 0.614, 0.63, 2.166, 0.476, 4.038, 2.458, 1.339, 4.655, 4.21, 1.22, 1.246, 2.173, 1.978, 1.445, 2.871, 1.782, 2.189, 1.849, 1.557, 1.632, 1.604, 3.127, 1.646, 2.298, 1.498, 1.72, 2.846, 2.324, 1.614, 0.646, 2.784, 1.617, 2.24, 2.339, 2.54, 1.328, 1.514, 2.887, 1.789, 1.312, 1.67, 1.898, 1.408]","['Histoplasmosis', 'Malignant neoplasm of uterus', 'Secondary malignancy of brain/spine', 'Exophthalmos', 'Abnormal glucose', 'Other abnormal glucose', 'Other endocrine disorders', 'severe protein-calorie malnutrition', 'Localized adiposity', 'Congenital coagulation defects', 'Encounter for long-term (current) use of anticoagulants', 'Acquired coagulation factor deficiency', 'Dementia with cerebral degenerations', 'Depression', 'Anxiety disorders', 'Agorophobia, social phobia, and panic disorder', 'Posttraumatic stress disorder', 'Adjustment reaction', 'Other mental disorder', 'Attention deficit hyperactivity disorder', 'Complex regional/central pain syndrome', 'Macular degeneration, dry', 'Other hypertensive complications', 'Acute pulmonary heart disease', 'Pulmonary embolism and infarction, acute', 'Second degree AV block', 'Atrial flutter', 'Cardiac complications, not elsewhere classified', 'Other aneurysm', 'Abdominal aortic aneurysm', 'Embolism and thrombosis of abdominal aorta', 'Lung transplant', 'Other disorders of bladder', 'Frequency of urination and polyuria', 'Oliguria and anuria', 'Noninflammatory female genital disorders', 'Noninflammatory disorders of vagina', 'Polyp of female genital organs', 'Polyp of corpus uteri', 'Superficial cellulitis and abscess', 'Cellulitis and abscess of leg, except foot', 'Circumscribed scleroderma', 'Polymyalgia Rheumatica', 'Syncope and collapse', 'Fracture of hand or wrist', 'Other open wound of head and face', 'Adverse drug events and drug allergies']",1 -B_5101,1,5,"[0.0479, 0.006594, 0.01325, 0.03491, 0.03232, 0.03682, 0.01955, 0.04194, 0.04581, 0.0308, 0.02703, 0.004289, 0.03046, 0.04795, 0.04019, 0.04953, 0.02383, 0.01583, 0.003082, 0.02074, 0.01403, 0.02966, 0.01395, 0.0475, 0.03524, 0.02925, 0.02175, 0.03357, 0.04358, 0.01518, 0.04963, 0.03131, 0.00222, 0.01802, 0.0145, 0.03016, 0.004601, 0.02971, 0.03195, 0.02923, 0.04034, 0.03181, 0.04264, 0.006722, 0.01152, 0.01661, 0.02834, 0.03484, 0.03991, 0.01946, 0.02, 0.03561, 0.01124, 0.04967, 0.009424, 0.003459, 0.02145, 0.0194, 0.03281, 0.03598, 0.02205, 0.01383, 0.02777]","[1.434, 1.565, 1.719, 1.414, 1.683, 1.569, 1.466, 1.491, 1.226, 1.25, 1.332, 0.671, 0.717, 0.637, 0.474, 0.551, 1.695, 1.38, 1.745, 1.465, 1.966, 0.756, 1.247, 1.292, 1.309, 1.774, 0.412, 1.752, 0.685, 0.414, 0.581, 1.313, 1.549, 1.283, 2.047, 1.291, 2.492, 0.625, 0.778, 0.752, 0.731, 0.593, 0.625, 0.416, 1.958, 1.643, 1.773, 0.547, 1.44, 2.516, 1.711, 1.559, 1.826, 2.269, 1.771, 2.853, 2.076, 1.4, 2.1, 1.442, 1.347, 2.496, 1.703]","['Gram negative septicemia', 'Bone cancer', 'Carcinoma in situ of skin', 'Cervical cancer and dysplasia', 'Cancer of other female genital organs', 'Lymphoid leukemia, chronic', 'Nontoxic uninodular goiter', 'Glucocorticoid deficiency', 'Gout and other crystal arthropathies', 'Gout', 'Disorders of magnesium metabolism', 'Morbid obesity', 'Disorders involving the immune mechanism', 'Megaloblastic anemia', 'Pernicious anemia', ""Alzheimer's disease"", 'Speech and language disorder', 'Extrapyramidal disease and abnormal movement disorders', 'Essential tremor', 'Allergic conjunctivitis', 'Ectropion or entropion', 'Other disorders of eye', 'Otitis media and Eustachian tube disorders', 'Suppurative and unspecified otitis media', 'Eustachian tube disorders', 'Perforation of tympanic membrane', 'Endocarditis', 'Second degree AV block', 'Paroxysmal supraventricular tachycardia', 'Cerebral atherosclerosis', 'Chronic venous insufficiency [CVI]', 'Encounter for long-term (current) use of anticoagulants, antithrombotics, aspirin', 'Encounter for long-term (current) use of aspirin', 'Other diseases of respiratory system, not elsewhere classified', 'Other diseases of respiratory system, NEC', 'Symptoms involving respiratory system and other chest symptoms', 'Temporomandibular joint disorder, unspecified', 'Incisional hernia', 'Chronic liver disease and cirrhosis', 'Other chronic nonalcoholic liver disease', 'Cirrhosis of liver without mention of alcohol', 'Liver replaced by transplant', 'Abnormal serum enzyme levels', 'Splenomegaly', 'Urethral stricture (not specified as infectious)', 'Disorders of penis', 'Redundant prepuce and phimosis/BXO', 'Cellulitis and abscess of arm/hand', 'Dyschromia and Vitiligo', 'Abnormal granulation tissue', 'Other specified diseases of hair and hair follicles', 'Arthropathy associated with infections', 'Pyogenic arthritis', 'Osteochondropathies', 'Digestive congenital anomalies', 'Upper gastrointestinal congenital anomalies', 'Obstructive genitourinary defect', 'Spasm of muscle', 'Pallor and flushing', 'Papanicolaou smear of cervix or vagina with atypical squamous cells', 'Fracture of vertebral column without mention of spinal cord injury', 'Complication of amputation stump', 'Injuries to the nervous system']",1 -B_5501,1,5,"[0.003652, 0.0311, 0.03518, 0.01851, 0.03404, 0.04309, 0.0448, 0.03936, 0.04082, 0.02472, 0.0268, 0.01666, 0.02546, 0.005722, 0.03115, 0.03722, 0.01258, 0.003207, 0.003658, 0.01711, 0.003841, 0.02474, 0.02512, 0.01148, 0.005297, 0.01979, 0.01687, 0.01051, 0.03362, 0.0413, 0.01604, 0.04026, 0.04165, 0.03362, 0.01554, 0.01314, 0.03825, 0.005867, 0.04524, 0.002419, 0.009403, 0.005162, 0.04314, 0.008775, 0.02064, 0.0274, 0.0391, 0.003956, 0.01036, 0.002063, 0.02327, 0.01802, 0.0041, 0.03189, 0.04575, 0.02831, 0.01173, 0.02366, 0.02808, 0.03614, 0.00393, 0.01792]","[1.949, 1.638, 1.682, 1.404, 1.547, 0.754, 0.555, 1.385, 1.736, 2.106, 0.608, 0.372, 2.89, 3.049, 1.305, 1.725, 1.506, 1.654, 2.823, 1.706, 2.617, 2.899, 1.334, 2.317, 1.715, 1.711, 1.786, 1.784, 1.74, 1.458, 1.289, 2.138, 1.419, 0.582, 1.527, 2.94, 0.642, 1.807, 0.525, 0.683, 0.535, 0.51, 1.189, 1.422, 1.354, 2.418, 0.425, 1.368, 0.225, 2.064, 0.318, 2.196, 2.001, 0.44, 1.803, 2.391, 2.222, 0.444, 0.431, 1.394, 2.325, 2.785]","['Gram negative septicemia', 'Herpes zoster', 'Cancer of stomach', 'Colorectal cancer', 'Malignant neoplasm of rectum, rectosigmoid junction, and anus', 'Neoplasm of uncertain behavior of skin', 'Thyroid cancer', 'Secondary malignant neoplasm of liver', 'Lipoma', 'Lipoma of skin and subcutaneous tissue', 'Secondary hypothyroidism', 'Diabetic retinopathy', 'Other disorders of neurohypophysis', 'Carcinoid syndrome', 'Vitamin D deficiency', 'Hyperosmolality and/or hypernatremia', 'Disorders involving the immune mechanism', 'Immunity deficiency', 'Hereditary hemolytic anemias', 'Generalized anxiety disorder', 'Autism', 'Spinocerebellar disease', 'Disorders of refraction and accommodation; blindness and low vision', 'Visual field defects', 'Keratitis', 'Keratoconjunctivitis', 'Keratoconjunctivitis sicca', 'Dermatochalasis', 'Otitis externa', 'Carditis', 'Tachycardia NOS', 'Subarachnoid hemorrhage', 'Other aneurysm', 'Disorders of function of stomach', 'Anal and rectal conditions', 'Anal and rectal polyp', 'Ascites (non malignant)', 'Abnormal serum enzyme levels', 'Renal failure NOS', 'Chronic renal failure [CKD]', 'End stage renal disease', 'Kidney replaced by transpant', 'Other symptoms/disorders or the urinary system', 'Urinary incontinence', 'Frequency of urination and polyuria', 'Benign neoplasm of breast', 'Excessive or frequent menstruation', 'Rash and other nonspecific skin eruption', 'Rosacea', 'Sarcoidosis', 'Pruritus and related conditions', 'Dermatomyositis', 'Fasciitis', 'Other acquired musculoskeletal deformity', 'Digestive congenital anomalies', 'Congenital musculoskeletal deformities of spine', 'Elevated C-reactive protein (CRP)', 'Complications of transplants and reattached limbs', 'Complication of internal orthopedic device', 'Open wounds of head; neck; and trunk', 'Poisoning by antibiotics', 'Allergy/adverse effect of penicillin']",1 -B_5701,1,5,"[0.02245, 0.01388, 0.04792, 0.01042, 0.03329, 0.04203, 0.03577, 0.008923, 0.004412, 0.04179, 0.01731, 0.04374, 0.0003553, 0.04776, 0.04442, 0.00692, 0.002452, 0.03289, 0.009642, 0.02168, 0.01941, 0.01112, 0.01976, 0.03364, 0.004006, 0.004205, 0.03196, 0.01017, 0.004512, 0.02693, 0.049, 0.0129, 0.01366, 0.03144, 0.0008078, 0.01281, 0.04588, 0.02626, 0.002835, 0.04995, 0.04158, 0.02178, 0.0148, 0.03923, 0.0367, 0.003871, 0.0308, 0.01616, 0.04121, 0.04638, 0.03935, 0.03166, 0.02791, 0.006891, 0.028, 0.04099, 0.02999, 0.03931, 0.04891, 0.0347, 0.02816, 0.0248, 0.03483, 0.0006992, 0.001093, 0.001404, 0.005121, 0.0006432, 0.01636, 0.03572, 0.02354, 0.03123, 0.01275, 0.01911, 0.01539, 0.0399, 0.03327]","[1.314, 1.511, 1.241, 1.921, 1.347, 1.151, 1.216, 1.381, 0.512, 0.582, 1.157, 0.628, 1.256, 1.465, 2.454, 1.514, 1.412, 0.484, 0.158, 0.81, 0.647, 0.277, 0.257, 0.812, 1.348, 1.414, 2.01, 1.89, 1.999, 1.595, 0.316, 0.429, 0.746, 1.322, 1.935, 1.328, 1.29, 1.24, 1.332, 1.233, 1.315, 1.323, 1.254, 1.303, 1.651, 1.627, 1.508, 1.213, 1.729, 0.774, 0.744, 0.693, 0.665, 0.354, 2.49, 1.848, 1.87, 0.638, 0.617, 0.587, 1.343, 1.543, 1.513, 1.718, 1.704, 1.78, 2.044, 3.604, 0.746, 0.749, 2.574, 2.09, 2.053, 0.734, 2.3, 1.596, 1.94]","['Postoperative infection', 'Hx of malignant neoplasm of oral cavity and pharynx', 'Melanomas of skin, dx or hx', 'Cancer of other female genital organs', 'Radiotherapy', 'Secondary malignant neoplasm', 'Secondary malignancy of lymph nodes', 'Secondary malignancy of bone', 'Myeloproliferative disease', 'Nontoxic uninodular goiter', 'Diabetes mellitus', 'Type 1 diabetes', 'Type 2 diabetes', 'Type 2 diabetes with ophthalmic manifestations', 'Delay in sexual development and puberty NEC', 'Anorexia', 'Morbid obesity', 'Other immunological findings', 'Acquired hemolytic anemias', 'Encounter for long-term (current) use of anticoagulants', 'Other and unspecified coagulation defects', 'Hypercoagulable state', 'Primary hypercoagulable state', 'Purpura and other hemorrhagic conditions', 'Lymphadenitis', 'Swelling, mass, or lump in head and neck [Space-occupying lesion, intracranial NOS]', 'Somatoform disorder', 'Mental retardation', 'Cerebral degeneration, unspecified', 'Essential tremor', 'Anterior horn cell disease', 'Multiple sclerosis', 'Other peripheral nerve disorders', 'Degeneration of macula and posterior pole of retina', 'Macular degeneration (senile) of retina NOS', 'Other disorders of eye', 'Disorders of vitreous body', 'Sensorineural hearing loss', 'Other specified cardiac dysrhythmias', 'Occlusion and stenosis of precerebral arteries', 'Other aneurysm', 'Peripheral vascular disease, unspecified', 'Acute sinusitis', 'Septal Deviations/Turbinate Hypertrophy', 'Bronchitis', 'Pneumonitis due to inhalation of food or vomitus', 'Stricture and stenosis of esophagus', 'Dysphagia', 'Intestinal malabsorption (non-celiac)', 'Chronic liver disease and cirrhosis', 'Other chronic nonalcoholic liver disease', 'Cirrhosis of liver without mention of alcohol', 'Other biliary tract disease', 'Splenomegaly', 'Chronic cystitis', 'Bladder neck obstruction', 'Urethral stricture (not specified as infectious)', 'Genital prolapse', 'Prolapse of vaginal walls', 'Known or suspected fetal abnormality affecting management of mother', 'Cellulitis and abscess of leg, except foot', 'Erythematosquamous dermatosis', 'Seborrheic dermatitis', 'Psoriasis and related disorders', 'Psoriasis', 'Psoriasis vulgaris', 'Psoriatic arthropathy', 'Hirsutism', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Rupture of synovium', 'Disorders of muscle, ligament, and fascia', 'Kyphosis (acquired)', 'Osteoarthrosis, localized, primary', 'Hypothermia/Chills', 'Other open wound of head and face', 'Poisoning by water, mineral, and uric acid metabolism drugs']",1 -C_0202,0,5,"[0.03444, 0.04866, 0.02922, 0.02114, 0.03244, 0.01786, 0.01716, 0.02281, 0.04495, 0.01588, 0.02336, 0.03613, 0.03865, 0.04642, 0.02477, 0.02583, 0.0268, 0.01268, 0.04639, 0.03852, 0.04981, 0.01519, 0.04583, 0.004127, 0.0004944, 0.0285, 0.03458, 0.03338, 0.03099, 0.02868, 0.02842, 0.001441, 0.02801, 0.00827, 0.01876, 0.005927, 0.03475, 0.04671, 0.03059, 0.0007621, 0.01849, 0.02415, 0.01631, 0.009478, 0.01033, 0.007617, 1.137e-09, 0.002068, 0.009074, 0.04921, 0.02687, 0.0003976, 0.02119, 0.008724, 0.02483, 0.01051, 0.02315, 0.03767, 0.002342, 0.0002727, 0.01442, 0.04452]","[1.378, 1.253, 1.29, 0.31, 1.901, 1.989, 1.482, 0.618, 1.206, 2.306, 1.398, 0.418, 0.612, 1.66, 1.915, 2.262, 1.785, 1.926, 0.589, 1.293, 1.299, 0.627, 1.287, 1.453, 1.413, 1.625, 2.154, 0.219, 1.866, 1.695, 1.255, 1.658, 1.168, 1.246, 1.436, 2.313, 1.302, 0.742, 0.671, 2.539, 1.472, 1.46, 1.845, 0.308, 1.833, 1.724, 5.821, 1.331, 1.406, 1.762, 1.535, 2.884, 1.678, 0.569, 0.596, 2.457, 1.721, 0.819, 1.4, 1.651, 1.901, 2.297]","['Viral warts & HPV', 'Dermatophytosis / Dermatomycosis', 'Dermatophytosis', 'Cervical cancer', 'Benign neoplasm of bone and articular cartilage', 'Nevus, non-neoplastic', 'Adult failure to thrive', 'Anemia in chronic kidney disease', 'Coagulation defects', 'Defibrination syndrome', 'Other diseases of blood and blood-forming organs', 'Agorophobia, social phobia, and panic disorder', 'Hydrocephalus', 'Cerebral degeneration, unspecified', 'Hypermetropia', 'Nystagmus and other irregular eye movements', 'Other disorders of tympanic membrane', 'Perforation of tympanic membrane', 'Tinnitus', 'Abnormal heart sounds', 'Hypertensive heart disease', 'Carditis', 'Paroxysmal ventricular tachycardia', 'Atrial flutter', 'Arrhythmia (cardiac) NOS', 'Atherosclerosis of renal artery', 'Iatrogenic hypotension', 'Nasal polyps', 'Postnasal drip', 'Bronchopneumonia and lung abscess', 'Acute bronchitis and bronchiolitis', 'Pneumonitis due to inhalation of food or vomitus', 'Respiratory failure, insufficiency, arrest', 'Respiratory failure', 'Respiratory insufficiency', 'Hemorrhage from gastrointestinal ulcer', 'Diaphragmatic hernia', 'Functional digestive disorders', 'Irritable Bowel Syndrome', 'Other specified erythematous conditions', 'Psoriasis and related disorders', 'Psoriasis', 'Psoriatic arthropathy', 'Alopecia', 'Juvenile rheumatoid arthritis', 'Other inflammatory spondylopathies', 'Ankylosing spondylitis', 'Other disorders of synovium, tendon, and bursa', 'Synovitis and tenosynovitis', 'Bursitis disorders', 'Rupture of tendon, nontraumatic', 'Disorders of muscle, ligament, and fascia', 'Aseptic necrosis of bone', 'Curvature of spine', 'Kyphoscoliosis and scoliosis', 'Osteoarthrosis involving more than one site, but not specified as generalized', 'Other specified congenital anomalies of nervous system', 'Cervicalgia', 'Fracture of upper limb', 'Fracture of radius and ulna', 'Non-healing surgical wound', 'Toxic effect of venom']",1 -C_0303,1,5,"[0.04245, 0.003816, 0.03274, 0.01262, 0.01091, 0.03139, 0.02732, 0.01903, 0.00559, 0.006753, 0.01557, 0.02943, 0.01902, 0.01201, 0.003495, 0.02044, 0.00866, 0.04566, 0.03241, 0.0323, 0.00893, 0.04095, 0.02566, 0.01964, 0.02988, 0.008212, 0.0222, 0.02711, 0.04263, 0.02375, 0.006798, 0.01721, 0.007775, 0.03291, 0.01599, 0.01704, 0.02786, 0.02157, 0.0195, 0.0221, 0.04683, 0.0214, 0.03852, 0.03361, 0.04331, 0.03085, 0.0441, 0.04782, 0.04022, 0.01263, 0.02958, 0.04885, 0.01577, 0.03555, 0.03991, 0.04821, 0.04025, 0.04822, 0.004411, 0.01726, 0.04626, 0.02282, 0.04417, 0.02254, 0.03458, 0.02927, 0.03412, 0.04334, 0.02425, 0.01977]","[1.129, 1.389, 1.262, 1.266, 1.293, 1.863, 0.639, 0.465, 0.849, 0.716, 0.859, 1.878, 0.462, 2.388, 2.307, 0.777, 0.744, 0.78, 0.116, 1.176, 1.233, 2.003, 1.769, 1.304, 2.188, 1.193, 0.745, 0.539, 1.254, 1.352, 1.866, 0.659, 0.717, 0.695, 1.658, 1.209, 1.207, 1.429, 0.253, 1.862, 1.291, 2.301, 1.233, 1.199, 0.355, 1.589, 0.635, 0.241, 1.436, 0.616, 0.278, 0.364, 0.364, 0.484, 0.81, 0.765, 0.51, 0.312, 1.262, 1.227, 1.161, 0.313, 1.425, 1.512, 1.542, 1.886, 1.395, 1.537, 0.726, 1.268]","['Bacterial infection NOS', 'E. coli', 'Viral infection', 'Colorectal cancer', 'Colon cancer', 'Malignant neoplasm of retroperitoneum and peritoneum', 'Acquired absence of breast', 'Lymphosarcoma', 'Hypothyroidism', 'Secondary hypothyroidism', 'Hypothyroidism NOS', 'Type 1 diabetes with renal manifestations', 'Pituitary dwarfism', 'Other disorders of neurohypophysis', 'Nonspecific abnormal results of other endocrine function study', 'Hyperpotassemia', 'Acid-base balance disorder', 'Acidosis', 'Hallucinations', 'Epilepsy, recurrent seizures, convulsions', 'Convulsions', 'Hereditary retinal dystrophies', 'Disorders of lacrimal system', 'Suppurative and unspecified otitis media', 'Labyrinthitis', 'Tachycardia NOS', 'Heart failure NOS', 'Cerebral atherosclerosis', 'Other aneurysm', 'Polyarteritis nodosa and allied conditions', 'Giant cell arteritis', 'Respiratory insufficiency', 'Diseases of the oral soft tissues, excluding lesions specific for gingiva and tongue', 'Stomatitis and mucositis', 'Other specified gastritis', 'Diverticulosis and diverticulitis', 'Diverticulosis', 'Diverticulitis', 'Hepatomegaly', 'Non-proliferative glomerulonephritis', 'Chronic kidney disease, Stage I or II', 'Chronic cystitis', 'Retention of urine', 'Frequency of urination and polyuria', 'Disorders of uterus, NEC', 'Absent or infrequent menstruation', 'Postmenopausal bleeding', 'Hemorrhage during pregnancy; childbirth and postpartum', 'Respiratory conditions of fetus and newborn', 'Other local infections of skin and subcutaneous tissue', 'Carbuncle and furuncle', 'Cutaneous lupus erythematosus', 'Psoriatic arthropathy', 'Corns and callosities', 'Diseases of sebaceous glands', 'Diffuse diseases of connective tissue', 'Sicca syndrome', 'Polymyositis', 'Spondylosis and allied disorders', 'Spondylosis without myelopathy', 'Intervertebral disc disorders', 'Other and unspecified disorders of back', 'Fasciitis', 'Derangement of joint, non-traumatic', 'Other derangement of joint', 'Obstructive genitourinary defect', 'Sciatica', 'Elevated sedimentation rate', 'Elevated prostate specific antigen [PSA]', 'Open wounds of head; neck; and trunk']",1 -C_0501,1,5,"[0.0009058, 0.00943, 0.01477, 2.005e-05, 0.01819, 0.02375, 0.02006, 0.004371, 0.01034, 0.002759, 0.006434, 0.04694, 0.02993, 0.02534, 0.04734, 0.01352, 0.01301, 0.03716, 0.01708, 0.04704, 0.02112, 0.007824, 0.007851, 0.04398, 0.01419, 0.0497, 0.03172, 0.0437, 0.03908, 0.02226, 0.04887, 0.04167, 0.04927, 0.0172, 0.0421, 0.01717, 0.02395, 0.04505, 0.048, 0.03106, 0.01391, 0.04582, 0.04228, 0.02994, 0.001298, 0.01436, 0.001701, 0.02538, 0.006362, 0.01629, 0.02577, 0.03152, 0.0267, 0.03554, 0.04263, 0.04808, 0.0127, 0.04107, 0.04507, 0.04867, 0.03752, 0.02727, 0.01546, 0.04731, 0.01515, 0.01609]","[0.569, 0.262, 1.277, 2.611, 1.923, 1.228, 0.682, 0.606, 0.697, 0.596, 0.595, 1.234, 1.153, 1.196, 0.647, 1.678, 0.599, 0.552, 0.581, 0.578, 0.736, 0.594, 1.128, 1.103, 1.479, 0.85, 0.833, 0.798, 1.441, 0.544, 1.101, 1.117, 1.224, 1.486, 0.692, 1.609, 0.752, 1.96, 0.568, 0.791, 0.787, 0.838, 0.488, 0.876, 0.792, 0.721, 1.3, 1.13, 0.365, 0.805, 0.797, 0.678, 1.676, 1.508, 0.705, 0.761, 0.643, 0.592, 0.493, 0.72, 0.664, 1.861, 0.526, 1.176, 0.462, 1.574]","['Herpes zoster', 'Histoplasmosis', 'Cancer of mouth', 'Cancer of major salivary glands', 'Cancer of the mouth floor', 'Cancer of larynx', 'Basal cell carcinoma', 'Malignant neoplasm of uterus', 'Cancer of other female genital organs', 'Malignant neoplasm of ovary and other uterine adnexa', 'Malignant neoplasm of ovary', 'Thyroid cancer', 'Cancer, suspected or other', 'Malignant neoplasm, other', 'Polycythemia vera', 'Benign neoplasm of respiratory and intrathoracic organs', 'Lipoma', 'Lipoma of skin and subcutaneous tissue', 'Hemangioma and lymphangioma, any site', 'Hemangioma of skin and subcutaneous tissue', 'Thyrotoxicosis with or without goiter', ""Graves' disease"", 'Hypothyroidism', 'Hypothyroidism NOS', 'Impaired fasting glucose', 'Gout and other crystal arthropathies', 'Gout', 'Disorders of magnesium metabolism', 'Pernicious anemia', 'Polycythemia, secondary', 'Anxiety disorders', 'Anxiety disorder', 'Dysthymic disorder', 'Conduct disorders', 'Sleep related movement disorders', 'Migrain with aura', 'Lack of coordination', 'Central origin vertigo', 'Second degree AV block', 'Atrial flutter', 'Sinoatrial node dysfunction (Bradycardia)', 'Ill-defined descriptions and complications of heart disease', 'Arterial embolism and thrombosis of lower extremity artery', 'Hypotension', 'Hypotension NOS', 'Hyperventilation', 'Diseases of the oral soft tissues, excluding lesions specific for gingiva and tongue', 'Dysphagia', 'Ulcerative colitis (chronic)', 'Cholelithiasis and cholecystitis', 'Cholelithiasis', 'Glomerulonephritis', 'Inflammatory disease of breast', 'Mastodynia', 'Other specified disorders of breast', 'Other perinatal conditions of fetus or newborn', 'Respiratory conditions of fetus and newborn', 'Perinatal jaundice', 'Cutaneous lupus erythematosus', 'Acne', 'Derangement of joint, non-traumatic', 'Congenital hip dysplasia and deformity', 'Symptoms of the muscles', 'Shock', 'Open wound of finger(s)', 'Injuries to the nervous system']",1 -C_0602,2,6,"[0.007536, 0.002444, 0.008748, 0.006208, 0.04768, 0.01676, 0.04292, 0.003777, 0.01737, 0.03509, 0.001018, 0.01695, 0.008859, 0.003208, 0.03161, 0.02245, 0.02333, 0.03258, 0.03915, 0.02735, 0.03268, 0.03784, 0.009842, 0.01904, 0.01108, 0.02357, 0.03901, 0.02104, 0.01199, 0.02159, 0.01164, 0.0168, 0.03248, 0.04442, 0.03107, 0.02363, 0.006085, 0.01022, 0.0491, 0.02687, 0.01198, 0.005089, 0.001788, 0.04884, 0.01152, 0.01587, 0.01986, 0.02417, 0.03662, 0.0008948, 0.01402, 0.03055, 0.006488, 0.04925, 0.04649, 0.03643, 0.004856, 0.007276, 0.0387, 0.006643, 0.01314, 0.0309, 0.01025, 0.0471, 0.01198, 0.04001, 0.0239, 0.03519, 0.04718, 0.0255, 0.01817, 0.01032, 0.02914, 0.04986, 0.007236, 1.427e-11, 3.713e-12, 2.391e-13, 0.002543, 0.01192, 0.0004771, 0.001658, 0.0006039, 0.03144, 0.0181, 0.02605, 0.02857, 0.02097, 0.02972]","[1.246, 2.348, 1.273, 1.4, 1.194, 0.727, 1.089, 0.657, 0.364, 0.408, 1.158, 1.391, 1.321, 1.816, 1.372, 0.822, 0.82, 0.673, 0.293, 1.179, 1.979, 0.695, 1.635, 1.574, 0.448, 1.56, 1.477, 1.237, 1.701, 1.503, 1.475, 1.499, 1.38, 1.31, 1.142, 1.507, 1.895, 1.193, 1.102, 1.532, 1.137, 1.235, 1.661, 1.44, 1.27, 1.291, 1.355, 1.217, 1.581, 2.389, 1.178, 1.219, 1.154, 1.162, 1.423, 1.127, 1.42, 1.274, 1.273, 2.227, 1.796, 1.567, 1.988, 0.762, 1.152, 1.482, 0.77, 0.653, 0.429, 0.414, 1.674, 1.424, 1.386, 1.744, 1.291, 2.131, 2.201, 2.503, 1.81, 2.263, 0.565, 1.412, 1.501, 1.759, 0.713, 0.671, 1.421, 0.189, 0.208]","['Cancer of larynx, pharynx, nasal cavities', 'Cancer of nasopharynx', 'Cancer of larynx', 'Hx of malignant neoplasm of oral cavity and pharynx', 'Secondary malignancy of bone', 'Myeloproliferative disease', 'Diabetes mellitus', 'Type 1 diabetes', 'Type 1 diabetes with ketoacidosis', 'Type 1 diabetes with renal manifestations', 'Type 2 diabetes', 'Type 2 diabetes with ophthalmic manifestations', 'Disorders of adrenal glands', 'Adrenal hyperfunction', 'Lack of normal physiological development, unspecified', 'Gout and other crystal arthropathies', 'Gout', 'Gouty arthropathy', 'Acquired coagulation factor deficiency', 'Lymphadenitis', 'Specific nonpsychotic mental disorders due to brain damage', 'Attention deficit hyperactivity disorder', 'Cerebral degeneration, unspecified', 'Torsion dystonia', 'Anterior horn cell disease', 'Nerve root and plexus disorders', 'Chronic pain syndrome', 'Degeneration of macula and posterior pole of retina', 'Macular degeneration, wet', 'Macular puckering of retina', 'Macular degeneration (senile) of retina NOS', 'Retinal vascular changes and abnomalities', 'Blindness and low vision', 'Infection of the eye', 'Dizziness and giddiness (Light-headedness and vertigo)', 'Right bundle branch block', 'Anomalous atrioventricular excitation', 'Other specified cardiac dysrhythmias', 'Congestive heart failure; nonhypertensive', 'Subdural hemorrhage', 'Cerebrovascular disease', 'Occlusion and stenosis of precerebral arteries', 'Cerebral atherosclerosis', 'Atherosclerosis of aorta', 'Other aneurysm', 'Aortic aneurysm', 'Abdominal aortic aneurysm', 'Peripheral vascular disease, unspecified', ""Wegener's granulomatosis"", 'Stricture of artery', 'Hypotension NOS', 'Septal Deviations/Turbinate Hypertrophy', 'Allergic rhinitis', 'Acute bronchitis and bronchiolitis', 'Chronic obstructive asthma', 'Chronic airway obstruction', 'Pneumonitis due to inhalation of food or vomitus', 'Pulmonary congestion and hypostasis', 'Hyperventilation', 'Tracheostomy complications', 'Periodontitis (acute or chronic)', 'Other diseases of the teeth and supporting structures', 'Loss of teeth or edentulism', 'Stomatitis and mucositis', 'Dysphagia', 'Gastroparesis', 'Other biliary tract disease', 'Cholangitis', 'Other disorders of gallbladder', 'Non-proliferative glomerulonephritis', 'Urethral stricture (not specified as infectious)', 'Mammographic microcalcification', 'Vaginitis and vulvovaginitis', 'Premature menopause and other ovarian failure', 'Cellulitis and abscess of leg, except foot', 'Psoriasis and related disorders', 'Psoriasis', 'Psoriasis vulgaris', 'Psoriatic arthropathy', 'Hirsutism', 'Polymyalgia Rheumatica', 'Curvature of spine', 'Kyphoscoliosis and scoliosis', 'Pathologic fracture of femur', 'Congenital anomalies of urinary system', 'Cystic kidney disease', 'Fracture of unspecified part of femur', 'Poisoning by agents primarily affecting blood constituents', 'Anticoagulants causing adverse effects']",1 -C_0701,0,4,"[0.02027, 0.03447, 0.04287, 0.01536, 0.04744, 0.03356, 0.03967, 0.0377, 0.03932, 0.04649, 0.008477, 0.00245, 0.0132, 1.358e-07, 0.000133, 0.03204, 0.01238, 0.03155, 0.001372, 0.01395, 0.04474, 0.04553, 0.007826, 0.0194, 0.03577, 0.03347, 0.02845, 0.01152, 0.02411, 0.04242, 0.04992, 0.03895, 0.03753, 0.001989, 0.01392, 0.01979, 0.04469, 0.04949, 0.04348, 0.03531, 0.03877, 0.02807, 0.01932, 0.003477, 0.02036, 0.00685, 0.004016, 0.01438, 0.04245, 0.005408, 0.008182, 0.02998, 0.0356, 0.03733, 0.03362, 0.0003166, 0.04356, 0.004774, 0.006721, 0.008261, 0.01964, 0.04784, 0.03121, 0.002371, 4.388e-05, 0.001569, 0.0308, 0.03507, 0.02094, 0.01463, 0.0005352, 0.0008051, 1.616e-08, 2.592e-06, 0.0007912, 0.0002193, 0.005115, 0.02512, 0.0427, 0.005613, 0.01895, 0.03532, 0.02674, 0.0139, 0.04871, 0.02953]","[0.815, 0.804, 0.806, 1.71, 1.628, 0.657, 0.809, 0.632, 1.317, 0.565, 1.11, 1.136, 1.468, 1.665, 2.302, 1.655, 1.19, 0.874, 1.406, 1.411, 1.255, 1.256, 0.72, 1.888, 1.15, 1.155, 0.844, 0.754, 1.757, 0.793, 0.577, 0.57, 1.317, 1.318, 1.528, 1.204, 1.333, 0.781, 0.87, 0.899, 1.289, 0.699, 1.166, 1.291, 0.448, 1.195, 0.781, 0.516, 1.211, 1.992, 1.966, 0.537, 0.575, 0.756, 0.836, 2.281, 0.871, 1.197, 1.208, 1.236, 1.31, 1.541, 1.181, 1.293, 1.735, 1.517, 1.213, 1.173, 0.466, 1.173, 1.41, 1.409, 1.584, 2.165, 2.189, 1.981, 0.298, 0.703, 0.834, 1.904, 0.613, 0.461, 1.548, 1.319, 1.42, 0.829]","['Intestinal infection', 'Bacterial enteritis', 'Intestinal infection due to C. difficile', 'Dermatophytosis of the body', 'Histoplasmosis', 'Cervical cancer', 'Secondary malignant neoplasm of digestive systems', 'Vascular hamartomas and non-neoplastic nevi', ""Graves' disease"", 'Toxic multinodular goiter', 'Hypothyroidism', 'Hypothyroidism NOS', 'Thyroiditis', 'Type 1 diabetes', 'Type 1 diabetes with ketoacidosis', 'Type 1 diabetes with ophthalmic manifestations', 'Insulin pump user', 'Abnormal glucose', 'Diabetic retinopathy', 'Hypoglycemia', 'Testicular dysfunction', 'Testicular hypofunction', 'Failure to thrive (childhood)', 'Disturbances of amino-acid transport', 'Gout and other crystal arthropathies', 'Gout', 'Disorders of calcium/phosphorus metabolism', 'Disorders of phosphorus metabolism', 'Autoimmune hemolytic anemias', 'Secondary thrombocytopenia', 'Schizophrenia', 'Somatoform disorder', 'Sleep related movement disorders', 'Extrapyramidal disease and abnormal movement disorders', 'Torsion dystonia', 'Degeneration of macula and posterior pole of retina', 'Macular degeneration, dry', 'Primary open angle glaucoma', 'Nonrheumatic aortic valve disorders', 'Tachycardia NOS', 'Abnormal function study of cardiovascular system', 'Intracerebral hemorrhage', 'Atherosclerosis', 'Atherosclerosis of the extremities', 'Acute vascular insufficiency of intestine', 'Peripheral vascular disease', 'Acute pharyngitis', 'Acute laryngitis and tracheitis', 'Diseases of hard tissues of teeth', 'Diseases of pulp and periapical tissues', 'Periapical abscess', 'Disorders of esophageal motility', 'Heartburn', 'Dyspepsia and other specified disorders of function of stomach', 'Diaphragmatic hernia', 'Celiac disease', 'Intestinal obstruction without mention of hernia', 'Chronic liver disease and cirrhosis', 'Other chronic nonalcoholic liver disease', 'Cirrhosis of liver without mention of alcohol', 'Portal hypertension', 'Acute and subacute necrosis of liver', 'Abnormal results of function study of liver', 'Other biliary tract disease', 'Cholangitis', 'Obstruction of bile duct', 'Renal dialysis', 'End stage renal disease', 'Noninflammatory disorders of ovary, fallopian tube, and broad ligament', 'Disturbance of skin sensation', 'Lupus (localized and systemic)', 'Systemic lupus erythematosus', 'Diffuse diseases of connective tissue', 'Sicca syndrome', 'Polymyositis', 'Dermatomyositis', 'Ankylosing spondylitis', 'Hammer toe (acquired)', 'Cardiac shunt/ heart septal defect', 'Congenital anomalies of peripheral vascular system', 'Other congenital musculoskeletal anomalies', 'Pectus and other congenital anomalies of ribs/sternum', 'Abnormal posture', 'Fracture of foot', 'Fracture of clavicle or scapula', 'Dislocation']",1 -C_0802,1,5,"[0.007872, 0.03192, 0.01196, 0.004869, 0.005282, 0.03986, 0.03531, 0.03925, 0.03666, 0.01354, 0.02967, 0.02454, 0.01122, 0.0117, 0.04135, 0.02443, 0.03629, 0.006346, 0.007237, 0.002573, 0.04197, 0.0472, 0.02609, 0.04426, 0.01073, 0.0132, 0.03015, 0.04297, 0.01853, 0.02252, 0.03268, 0.01408, 0.02131, 0.005517, 0.01517, 0.0001216, 0.04684, 0.03357, 0.02882, 0.04734, 0.0009726, 0.02301, 0.04024, 0.007843, 0.03742, 0.01916, 0.02638, 0.02303, 0.006044, 0.03342, 0.009025, 0.03147, 0.04986, 0.04742, 0.048, 0.007339, 0.02, 0.01608, 0.04598, 0.002163, 0.01732, 0.03597]","[0.471, 1.515, 2.119, 1.294, 0.826, 0.623, 0.859, 0.598, 0.573, 1.867, 0.865, 0.832, 0.795, 1.796, 1.234, 0.732, 0.122, 0.658, 0.61, 0.393, 0.82, 0.701, 0.619, 0.863, 2.304, 1.601, 0.282, 2.069, 1.735, 1.591, 0.788, 0.239, 0.261, 0.285, 0.177, 0.506, 1.851, 1.293, 0.279, 1.339, 1.747, 0.733, 1.371, 1.246, 1.281, 1.429, 0.449, 0.198, 1.902, 1.88, 1.269, 0.767, 0.76, 1.414, 1.603, 2.169, 2.244, 2.428, 0.589, 2.238, 2.502, 2.362]","['Hx of malignant neoplasm of oral cavity and pharynx', 'Basal cell carcinoma', 'Cancer of eye', 'Benign neoplasm of colon', 'Diabetes mellitus', 'Type 1 diabetes', 'Type 2 diabetes', 'Diabetic retinopathy', 'Testicular hypofunction', 'Other endocrine disorders', 'Electrolyte imbalance', 'Overweight, obesity and other hyperalimentation', 'Obesity', 'Senile dementia', 'Altered mental status', 'Obstructive sleep apnea', 'Retinal edema', 'Glaucoma', 'Open-angle glaucoma', 'Primary open angle glaucoma', 'Senile cataract', 'Impacted cerumen', 'Heart valve replaced', 'Coronary atherosclerosis', 'Hypertrophic obstructive cardiomyopathy', 'Abnormal function study of cardiovascular system', 'Cerebral aneurysm', 'Aneurysm of other specified artery', 'Other disorders of arteries and arterioles', 'Chronic venous insufficiency [CVI]', 'Acute sinusitis', 'Pseudomonal pneumonia', 'Bronchopneumonia and lung abscess', 'Bronchiectasis', 'Cystic fibrosis', 'Empyema and pneumothorax', 'Disturbances in tooth eruption', 'Gastritis and duodenitis', 'Gastroparesis', 'Inflammatory bowel disease and other gastroenteritis and colitis', 'Regional enteritis', 'Intestinal obstruction without mention of hernia', 'Liver abscess and sequelae of chronic liver disease', 'Gastrointestinal hemorrhage', 'Blood in stool', 'Hemorrhage of rectum and anus', 'Nephritis and nephropathy in diseases classified elsewhere', 'Other signs and symptoms in breast', 'Cellulitis and abscess of face/neck', 'Unspecified erythematous condition', 'Seborrheic keratosis', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Polymyalgia Rheumatica', 'Hallux valgus (Bunion)', 'Kyphosis (acquired)', 'Other congenital anomalies of lower limb, including pelvic girdle', 'Congenital hip dysplasia and deformity', 'Fracture of hand or wrist', 'Insect bite', 'Poisoning by agents primarily affecting blood constituents', 'Anticoagulants causing adverse effects']",1 -C_1203,1,5,"[0.02671, 0.01633, 0.04825, 0.04251, 0.04474, 0.04846, 0.02578, 0.04767, 0.0077, 0.03704, 0.01176, 0.0196, 0.002681, 0.04402, 0.03642, 0.03495, 0.0452, 0.01207, 0.01268, 0.01149, 0.03755, 0.003503, 0.03077, 0.02508, 0.00436, 0.01361, 0.02666, 0.04472, 0.03617, 0.0241, 0.01111, 0.03253, 0.03647, 0.02364, 0.02436, 0.02131, 0.01485, 0.04447, 0.0287, 0.02903, 0.02462, 0.006144, 0.04212, 0.02523, 0.04461, 0.009659, 0.04869, 0.03643, 0.04888, 0.027, 0.04982, 0.0293, 0.02311, 0.04584, 0.04748]","[2.514, 1.556, 0.568, 1.484, 1.832, 1.714, 0.561, 0.314, 0.841, 0.867, 1.479, 1.787, 0.635, 0.715, 1.92, 1.354, 0.504, 0.568, 0.491, 0.165, 0.542, 0.573, 0.649, 0.717, 0.628, 0.711, 1.688, 0.646, 1.31, 1.254, 1.205, 1.46, 0.724, 0.626, 0.621, 1.741, 0.291, 1.385, 0.655, 0.711, 1.493, 2.503, 1.359, 2.168, 2.448, 1.308, 1.631, 1.246, 1.514, 0.744, 2.151, 1.588, 1.698, 0.674, 1.987]","['Dermatomycoses', 'Mycoses', 'Cancer of oropharynx', 'Malignant neoplasm of uterus', 'Myeloid leukemia, chronic', 'Lipoma of skin and subcutaneous tissue', 'Nontoxic uninodular goiter', 'Secondary diabetes mellitus', 'Diabetes mellitus', 'Type 2 diabetes', 'Disorders of the pituitary gland and its hypothalamic control', 'Ovarian dysfunction', 'Fluid overload', 'Disorders involving the immune mechanism', 'Congenital coagulation defects', 'Dysthymic disorder', 'Posttraumatic stress disorder', 'Alcohol-related disorders', 'Alcoholism', 'Alcoholic liver damage', 'Macular degeneration (senile) of retina NOS', 'Other disorders of eyelids', 'Heart valve replaced', 'Unstable angina (intermediate coronary syndrome)', 'Angina pectoris', 'Other forms of chronic heart disease', 'Phlebitis and thrombophlebitis of lower extremities', 'Encounter for long-term (current) use of aspirin', 'Acute pharyngitis', 'Chronic sinusitis', 'Allergic rhinitis', 'Other pulmonary inflamation or edema', 'Pulmonary insufficiency or respiratory failure following trauma and surgery', 'Diseases of hard tissues of teeth', 'Dental caries', 'Gastric ulcer', 'Peritoneal adhesions (postoperative) (postinfection)', 'Nephritis and nephropathy without mention of glomerulonephritis', 'Renal dialysis', 'End stage renal disease', 'Cystitis and urethritis', 'Noninflammatory disorders of ovary, fallopian tube, and broad ligament', 'Pain and other symptoms associated with female genital organs', 'Dyspareunia', 'Antepartum hemorrhage, abruptio placentae, and placenta previa', 'Disturbance of skin sensation', 'Other specified diseases of hair and hair follicles', 'Diseases of sebaceous glands', 'Chronic osteomyelitis', 'Rheumatoid arthritis', 'Hallux rigidus', 'Derangement of joint, non-traumatic', 'Other derangement of joint', 'Thoracic or lumbosacral neuritis or radiculitis, unspecified', 'Adverse effects of sedatives or other central nervous system depressants and anesthetics']",1 -C_1402,1,5,"[0.01515, 0.04219, 0.01716, 0.0393, 0.02202, 0.03033, 0.03935, 0.02328, 0.004691, 0.03455, 0.01937, 0.01107, 0.04602, 0.02649, 0.008153, 0.02473, 0.02764, 0.03641, 0.03995, 0.01536, 0.0151, 0.001066, 0.001497, 0.0308, 0.04267, 0.0453, 0.04141, 0.01069, 0.01541, 0.01405, 0.03238, 0.03028, 0.03181, 0.0008176, 0.0434, 0.04623, 0.0411, 0.02326, 0.02364, 0.03681, 0.006855, 0.02731, 0.04126, 0.02931, 0.02926, 0.03814, 0.025, 0.03586, 0.02907, 0.006518, 0.04104, 0.0233, 0.00158, 0.006391, 0.04501, 0.02629, 0.0139, 0.01116, 0.006544]","[3.547, 0.536, 0.374, 1.975, 2.042, 0.768, 0.765, 0.462, 1.9, 3.572, 1.909, 2.209, 0.689, 1.505, 1.679, 0.486, 0.277, 0.346, 0.231, 2.79, 1.885, 2.022, 2.532, 1.569, 0.459, 1.502, 1.58, 3.864, 0.57, 3.132, 0.608, 1.824, 1.311, 1.62, 3.367, 0.527, 0.129, 2.862, 1.915, 0.123, 2.247, 0.508, 1.586, 2.971, 0.551, 2.607, 1.908, 1.876, 2.119, 2.713, 0.233, 2.629, 2.995, 1.604, 1.992, 2.379, 2.655, 3.769, 4.165]","['Aspergillosis', 'Cancer of larynx, pharynx, nasal cavities', 'Cancer of larynx', 'Cervical intraepithelial neoplasia [CIN] [Cervical dysplasia]', 'Large cell lymphoma', 'Diabetes mellitus', 'Type 2 diabetes', 'Type 2 diabetes with neurological manifestations', 'Disorders of adrenal glands', 'Hyperaldosteronism', 'Adrenal hypofunction', 'Glucocorticoid deficiency', 'Vitamin deficiency', 'Acid-base balance disorder', 'Acidosis', 'Morbid obesity', 'Iron deficiency anemia secondary to blood loss (chronic)', 'Other deficiency anemia', 'Megaloblastic anemia', 'Transient alteration of awareness', 'Schizophrenia and other psychotic disorders', 'Extrapyramidal disease and abnormal movement disorders', 'Essential tremor', 'Myopia', 'Other disorders of eyelids', 'Otitis media', 'Suppurative and unspecified otitis media', 'Labyrinthitis', 'Myocardial infarction', 'Hypertrophic obstructive cardiomyopathy', 'Other specified cardiac dysrhythmias', 'Chronic tonsillitis and adenoiditis', 'Allergic rhinitis', 'Asthma', 'Respiratory arrest', 'Other symptoms of respiratory system', 'Painful respiration', 'Other diseases of respiratory system, NEC', 'Dyspepsia and other specified disorders of function of stomach', 'Abnormal serum enzyme levels', 'Cholecystitis without cholelithiasis', 'Other symptoms involving abdomen and pelvis', 'Other abnormality of urination', 'Hematological disorders of newborn', 'Disturbance of skin sensation', 'Congenital anomalies of skin', 'Dyschromia and Vitiligo', 'Other dyschromia', 'Arthropathy associated with infections', 'Pyogenic arthritis', 'Valvular heart disease/ heart chambers', 'Other specified congenital anomalies of kidney', 'Symptoms of the muscles', 'Sprains and strains', 'Joint/ligament sprain', 'Injuries to the nervous system', 'Allergic reaction to food', 'Poisoning by agents primarily affecting blood constituents', 'Anticoagulants causing adverse effects']",1 -C_1502,1,5,"[0.04801, 0.001954, 0.01344, 0.000769, 0.02112, 0.005505, 0.02374, 0.002333, 0.01051, 0.04092, 0.008335, 0.0118, 0.002791, 0.01941, 0.04545, 0.01433, 0.007941, 0.004537, 0.006616, 0.04452, 0.005654, 0.04794, 0.02308, 0.01265, 0.007376, 0.0006622, 0.02486, 0.01651, 0.009682, 0.04938, 0.002656, 0.008149, 0.0228, 0.03198, 0.03371, 0.03919, 0.006972, 0.006451, 0.01168, 0.0008388, 0.0006375, 0.04912, 0.03224, 0.00402, 0.02108]","[2.334, 1.414, 1.66, 2.612, 1.312, 1.893, 1.426, 3.572, 1.853, 0.3, 2.888, 2.092, 0.576, 0.561, 2.109, 1.519, 2.545, 2.903, 0.398, 0.435, 1.738, 1.333, 1.777, 1.659, 1.567, 1.886, 1.275, 3.141, 2.485, 1.699, 2.611, 1.515, 2.223, 2.075, 0.534, 0.476, 1.857, 1.898, 2.993, 2.92, 4.131, 1.414, 0.413, 3.531, 2.36]","['Histoplasmosis', 'Neoplasm of uncertain behavior of skin', 'Cancer of other female genital organs', 'Cancer of other female genital organs', 'Secondary malignancy of lymph nodes', 'Secondary malignant neoplasm of skin', 'Type 2 diabetes with neurological manifestations', 'Precocious sexual development and puberty NEC', 'Other immunological findings', ""Alzheimer's disease"", 'Hallucinations', 'Speech and language disorder', 'Disorders of refraction and accommodation; blindness and low vision', 'Myopia', 'Ectropion or entropion', 'Eustachian tube disorders', 'Other disorders of middle ear and mastoid', 'Cholesteatoma', 'Vertiginous syndromes and other disorders of vestibular system', 'Peripheral or central vertigo', 'Conductive hearing loss', 'Other forms of chronic heart disease', 'ASCVD', 'Heart transplant/surgery', 'Encounter for long-term (current) use of anticoagulants, antithrombotics, aspirin', 'Encounter for long-term (current) use of aspirin', 'Hypotension', 'Respiratory arrest', 'Ulceration of the lower GI tract', 'Ileostomy status', 'Cholelithiasis with other cholecystitis', 'Hemorrhage of gastrointestinal tract', 'Urethral stricture (not specified as infectious)', 'Redundant prepuce and phimosis/BXO', 'Inflammatory diseases of female pelvic organs', 'Inflammatory disease of cervix, vagina, and vulva', 'Dyschromia and Vitiligo', 'Other dyschromia', 'Calcaneal spur; Exostosis NOS', 'Kyphosis (acquired)', 'Upper gastrointestinal congenital anomalies', 'Genitourinary congenital anomalies', 'Fracture of foot', 'Complication of amputation stump', 'Poisoning by water, mineral, and uric acid metabolism drugs']",1 -DPA1_0103,0,5,"[0.009013, 0.01479, 0.02465, 0.04428, 0.02286, 0.03659, 0.01855, 0.03689, 0.02475, 0.003393, 0.04457, 0.01787, 0.02181, 0.02294, 0.03387, 0.03711, 0.01711, 0.0001662, 0.04622, 0.02378, 0.01618, 0.04381, 0.01566, 0.006689, 0.01496, 0.04836, 0.02002, 0.0455, 0.002052, 0.006879, 0.03574, 0.04279, 0.002466, 0.003689, 0.009062, 0.04923, 0.01833, 0.03957, 0.008947, 0.02598, 0.03183, 0.04649, 0.04343, 0.001587, 0.01867, 0.04227, 0.01881, 0.01588, 0.04117, 0.02007, 0.02503, 0.004246, 0.0273, 0.00864, 0.003456, 0.03181, 0.01659, 0.04282, 0.007622, 0.04808, 0.03357, 0.03491, 0.02692, 0.02326, 0.005445, 0.04142, 0.04116, 0.0009216, 0.0007405, 0.0198]","[1.204, 1.226, 0.586, 1.158, 1.294, 0.782, 0.639, 1.401, 0.799, 0.455, 0.736, 0.827, 0.797, 0.915, 0.915, 1.08, 1.208, 1.318, 1.332, 1.166, 1.239, 0.845, 0.665, 0.592, 0.78, 1.268, 1.303, 0.792, 1.649, 1.179, 1.385, 1.386, 1.55, 1.179, 1.208, 1.175, 0.736, 0.618, 1.312, 1.306, 0.835, 0.79, 0.809, 0.465, 1.203, 1.113, 1.584, 1.624, 1.32, 1.369, 0.419, 1.398, 1.172, 1.147, 1.399, 1.103, 1.287, 0.884, 0.831, 0.841, 1.754, 1.137, 1.14, 1.301, 1.244, 1.817, 1.456, 1.381, 1.411, 1.458]","['Postoperative infection', 'Dermatophytosis of nail', ""Althete's foot"", 'Colon cancer', 'Acquired absence of breast', 'Cervical cancer and dysplasia', 'Cervical cancer', 'Malignant neoplasm of other urinary organs', 'Secondary malignant neoplasm of digestive systems', 'Benign neoplasm of bone and articular cartilage', 'Lipoma', 'Nontoxic nodular goiter', 'Nontoxic multinodular goiter', 'Hypothyroidism', 'Hypothyroidism NOS', 'Type 2 diabetes', 'Type 2 diabetes with renal manifestations', 'Type 2 diabetes with neurological manifestations', 'Diabetes type 2 with peripheral circulatory disorders', 'Insulin pump user', 'Polyneuropathy in diabetes', 'Disorders involving the immune mechanism', 'Hypercoagulable state', 'Primary hypercoagulable state', 'Other diseases of blood and blood-forming organs', 'Delirium due to conditions classified elsewhere', 'Generalized anxiety disorder', 'Degenerative disease of the spinal cord', 'Other and unspecified disorders of the nervous system', 'Other retinal disorders', 'Macular puckering of retina', 'Uveitis, noninfectious or NOS', 'Ptosis of eyelid', 'Otitis media and Eustachian tube disorders', 'Otitis media', 'Suppurative and unspecified otitis media', 'Tinnitus', 'Nonrheumatic pulmonary valve disorders', 'Premature beats', 'Abnormal function study of cardiovascular system', 'Other aneurysm', 'Abdominal aortic aneurysm', 'Polyarteritis nodosa and allied conditions', ""Wegener's granulomatosis"", 'Bacterial pneumonia', 'Asthma', 'Disorders of tooth development', 'Disturbances in tooth eruption', 'Ileostomy status', 'Primary biliary cirrhosis', 'Chronic prostatitis', 'Mammographic microcalcification', 'Lump or mass in breast', 'Menopausal and postmenopausal disorders', 'Postmenopausal atrophic vaginitis', 'Superficial cellulitis and abscess', 'Other local infections of skin and subcutaneous tissue', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Cardiac shunt/ heart septal defect', 'Congenital deformities of feet', 'Myalgia and myositis unspecified', 'Other abnormal blood chemistry', 'Fracture of tibia and fibula', 'Open wounds of extremities', 'Complication of amputation stump', 'Insect bite', 'Dermatitis due to solar radiation', 'Chronic dermatitis due to solar radiation', 'Poisoning by hormones and synthetic substitutes']",1 -DPA1_0201,0,5,"[0.01194, 0.0339, 0.02127, 0.01699, 0.0111, 0.009956, 0.04309, 0.007894, 0.0325, 0.0372, 0.03411, 0.03587, 0.01925, 0.006961, 3.144e-05, 0.04402, 0.007064, 0.007291, 0.02896, 0.01324, 0.04026, 0.03687, 0.03986, 0.04626, 0.02615, 0.00564, 0.03935, 0.01285, 0.02671, 0.005734, 0.01152, 0.03166, 0.01372, 0.02401, 0.03747, 0.04022, 0.003717, 0.0376, 0.004331, 0.02905, 0.02192, 0.03326, 0.04723, 0.0237, 0.02528, 0.03577, 0.03518, 0.02559, 0.02424, 0.02702, 0.02006, 0.01923, 0.007436, 0.03521, 0.04316, 0.004901, 0.04815, 0.02124, 0.02232, 0.02958, 0.01543, 0.004789, 0.03194, 0.04512, 0.02402, 0.03762, 0.02292, 0.0433, 0.03226, 0.03257, 0.00682, 0.01458, 0.01477, 0.0005979, 0.0008823, 0.01069]","[1.246, 1.312, 1.293, 0.734, 0.582, 0.755, 0.742, 0.451, 0.604, 0.836, 0.915, 1.08, 1.096, 1.251, 1.375, 1.353, 1.212, 1.283, 0.611, 0.412, 0.477, 1.069, 1.136, 0.666, 0.856, 1.386, 1.422, 1.456, 0.484, 1.18, 1.212, 1.203, 0.51, 1.532, 1.106, 1.176, 0.764, 0.808, 0.685, 0.78, 0.561, 1.126, 1.164, 1.579, 1.591, 0.652, 1.39, 1.507, 1.16, 1.366, 1.671, 1.204, 1.31, 0.398, 1.2, 1.409, 0.811, 1.32, 1.116, 1.409, 1.306, 0.809, 1.51, 0.594, 0.845, 0.852, 0.806, 0.479, 1.121, 1.296, 0.48, 1.165, 1.223, 1.416, 1.423, 1.532]","['Dermatophytosis of nail', 'Cancer of tongue', 'Hx of malignant neoplasm of oral cavity and pharynx', 'Cervical cancer and dysplasia', 'Cervical cancer', 'Secondary malignant neoplasm of digestive systems', ""Hodgkin's disease"", 'Benign neoplasm of bone and articular cartilage', 'Benign neoplasm of pituitary gland and craniopharyngeal duct (pouch)', 'Nontoxic nodular goiter', 'Hypothyroidism', 'Diabetes mellitus', 'Type 2 diabetes', 'Type 2 diabetes with renal manifestations', 'Type 2 diabetes with neurological manifestations', 'Diabetes type 2 with peripheral circulatory disorders', 'Insulin pump user', 'Polyneuropathy in diabetes', 'Anterior pituitary disorders', 'Nonspecific abnormal results of other endocrine function study', 'Carcinoid syndrome', 'Disorders of fluid, electrolyte, and acid-base balance', 'Hyposmolality and/or hyponatremia', 'Primary hypercoagulable state', 'Lymphadenitis', 'Generalized anxiety disorder', 'Other and unspecified disorders of the nervous system', 'Ptosis of eyelid', 'Aphakia and other disorders of lens', 'Otitis media and Eustachian tube disorders', 'Otitis media', 'Suppurative and unspecified otitis media', 'Nonrheumatic pulmonary valve disorders', 'First degree AV block', 'Atrial fibrillation', 'Sinoatrial node dysfunction (Bradycardia)', 'Other aneurysm', 'Aortic aneurysm', 'Abdominal aortic aneurysm', 'Polyarteritis nodosa and allied conditions', ""Wegener's granulomatosis"", 'Asthma', 'Other symptoms of respiratory system', 'Disorders of tooth development', 'Disturbances in tooth eruption', 'Other specified gastritis', 'Appendiceal conditions', 'Acute appendicitis', 'Chronic liver disease and cirrhosis', 'Primary biliary cirrhosis', 'Acute and subacute necrosis of liver', 'Abnormal results of function study of liver', 'Renal failure NOS', 'Chronic prostatitis', 'Cystic mastopathy', 'Mammographic microcalcification', 'Pain and other symptoms associated with female genital organs', 'Postmenopausal atrophic vaginitis', 'Superficial cellulitis and abscess', 'Cellulitis and abscess of foot, toe', 'Other local infections of skin and subcutaneous tissue', 'Rheumatoid arthritis', 'Other disorders of cervical region', 'Contracture of tendon (sheath)', 'Cardiac and circulatory congenital anomalies', 'Cardiac congenital anomalies', 'Cardiac shunt/ heart septal defect', 'Congenital hip dysplasia and deformity', 'Cervicalgia', 'Sciatica', 'Abnormal posture', 'Other abnormal blood chemistry', 'Open wounds of extremities', 'Dermatitis due to solar radiation', 'Chronic dermatitis due to solar radiation', 'Poisoning by hormones and synthetic substitutes']",1 -DPB1_0201,1,5,"[0.04636, 0.03106, 0.04969, 0.01925, 0.0201, 0.03205, 0.00386, 0.04488, 0.03966, 0.02433, 0.001825, 0.01517, 0.0349, 0.04616, 0.01474, 0.01897, 0.01123, 0.04182, 0.03393, 0.04225, 0.0469, 0.004425, 0.04656, 0.03313, 0.01492, 0.02329, 0.01434, 0.02341, 0.02429, 0.02255, 0.02325, 0.01453, 0.04215, 0.003379, 0.005302, 0.01588, 0.01312, 0.029, 0.01628, 0.03477, 0.01608, 0.02727, 0.001541, 0.003625, 0.01181, 0.04709, 0.03254, 0.03422, 0.03198, 0.04366, 0.02575, 0.03158, 0.02047, 0.02539, 0.02888, 0.02117, 0.03005, 0.04984, 0.0288, 0.03283, 0.01226, 0.005649, 0.002793, 0.009924, 0.0335, 0.007235, 0.02485, 0.03646, 0.03886, 0.04805, 0.01894, 0.0189, 0.004703, 0.0006735, 0.002599, 0.04865, 0.00464, 0.008989, 0.01611, 0.02283]","[0.737, 0.764, 0.85, 1.583, 0.622, 1.59, 1.257, 0.418, 0.459, 1.543, 0.353, 0.377, 0.59, 0.389, 0.766, 0.752, 0.687, 0.934, 0.921, 0.909, 0.904, 1.348, 1.211, 0.739, 0.568, 1.761, 0.681, 1.313, 0.835, 0.849, 0.812, 0.544, 1.201, 1.73, 1.715, 1.395, 1.596, 1.344, 0.746, 0.518, 0.426, 0.314, 1.371, 1.625, 1.709, 1.387, 1.218, 1.571, 1.369, 1.609, 1.898, 0.588, 0.438, 0.877, 0.866, 0.809, 0.728, 1.711, 0.317, 0.802, 1.555, 1.711, 1.209, 1.203, 1.454, 0.57, 0.908, 1.447, 0.616, 0.423, 0.825, 0.708, 0.419, 0.705, 0.647, 1.264, 1.253, 0.594, 2.032, 1.771]","['Gram negative septicemia', 'Viral hepatitis C', 'Dermatophytosis / Dermatomycosis', 'Malignant neoplasm of small intestine, including duodenum', 'Carcinoma in situ of skin', 'Cancer of eye', 'Secondary malignant neoplasm of liver', 'Neurofibromatosis', 'Other benign neoplasm of connective and other soft tissue', 'Vascular hamartomas and non-neoplastic nevi', 'Benign neoplasm of eye', 'Benign neoplasm of eye, uveal', 'Adrenal hyperfunction', ""Cushing's syndrome"", 'Disorders of protein plasma/amino-acid transport and metabolism', 'Disorders of plasma protein metabolism', 'Paraproteinemia', 'Disorders of fluid, electrolyte, and acid-base balance', 'Electrolyte imbalance', 'Overweight, obesity and other hyperalimentation', 'Obesity', 'Iron deficiency anemia secondary to blood loss (chronic)', 'Dysthymic disorder', 'Alcoholism', 'Alcoholic liver damage', 'Organic or persistent insomnia', 'Multiple sclerosis', 'Generalized convulsive epilepsy', 'Other conditions of brain', 'Other retinal disorders', 'Degeneration of macula and posterior pole of retina', 'Optic neuritis/neuropathy', 'Eustachian tube disorders', 'Other disorders of tympanic membrane', 'Perforation of tympanic membrane', 'ASCVD', 'Atherosclerosis of native arteries of the extremities with ulceration or gangrene', 'Asthma with exacerbation', 'Respiratory insufficiency', 'Lung transplant', 'Jaw disease NOS', 'Leukoplakia of oral mucosa', 'Peptic ulcer (excl. esophageal)', 'Gastric ulcer', 'Duodenal ulcer', 'Gastritis and duodenitis, NOS', 'Diseases of pancreas', 'Chronic pancreatitis', 'Stricture/obstruction of ureter', 'Urinary complications NEC', 'Acute prostatitis', 'Redundant prepuce and phimosis/BXO', 'Benign neoplasm of breast', 'Abnormal findings on mammogram or breast exam', 'Abnormal mammogram', 'Other nonmalignant breast conditions', 'Ovarian cyst', 'Other complications of pregnancy NEC', 'Hirsutism', 'Decubitus ulcer', 'Sicca syndrome', 'Dermatomyositis', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Juvenile rheumatoid arthritis', 'Aseptic necrosis of bone', 'Osteoporosis, osteopenia and pathological fracture', 'Other specified congenital anomalies of nervous system', 'Other congenital musculoskeletal anomalies', 'Pectus and other congenital anomalies of ribs/sternum', 'Fracture of lower limb', 'Fracture of tibia and fibula', 'Fracture of patella', 'Fracture of ankle and foot', 'Fracture of foot', 'Complication due to other implant and internal device', 'Open wounds of head; neck; and trunk', 'Urticaria', 'Poisoning by analgesics, antipyretics, and antirheumatics', 'Adverse effects of sedatives or other central nervous system depressants and anesthetics']",1 -DPB1_0301,1,5,"[0.04033, 0.01705, 0.02407, 0.03164, 0.01192, 0.01671, 0.03445, 0.013, 0.007099, 0.04828, 0.03812, 0.03924, 0.00628, 0.03457, 0.0277, 0.008116, 0.03709, 0.043, 0.04566, 0.02107, 0.01348, 0.01605, 0.03641, 0.0149, 0.03726, 0.01357, 0.0007511, 0.04735, 0.03397, 0.01123, 0.03491, 0.02422, 0.02095, 0.02647, 0.04997, 0.02081, 0.01801, 0.0242, 0.01503, 0.009004, 0.000732, 0.003071, 0.03575, 0.04215, 0.02086, 0.01277, 0.04664, 0.02067, 0.0004469, 0.006761, 0.04045, 0.01598, 0.02308, 0.04399, 0.04004, 0.03147, 0.02533, 0.03858, 0.002018, 0.01435, 0.04671, 0.01562, 0.0487, 0.0182, 0.04785, 0.005394, 0.01523, 0.03788, 0.02479, 0.03431, 0.03541, 0.02963, 0.02119]","[1.585, 1.382, 1.221, 1.477, 1.587, 0.57, 0.775, 1.313, 1.422, 1.265, 1.288, 1.085, 1.226, 1.11, 0.854, 0.815, 1.396, 1.942, 1.187, 1.512, 0.348, 0.644, 1.451, 0.172, 0.738, 1.379, 2.027, 1.123, 1.263, 1.733, 1.32, 0.5, 0.886, 1.831, 0.881, 0.601, 1.343, 1.281, 1.284, 1.312, 1.527, 0.312, 1.674, 0.346, 0.873, 1.192, 1.168, 1.228, 1.66, 1.403, 1.406, 1.404, 1.427, 1.752, 1.479, 1.297, 1.695, 0.46, 1.984, 1.415, 0.77, 1.26, 0.815, 0.51, 0.701, 0.817, 0.82, 1.703, 1.387, 1.839, 0.616, 0.567, 0.253]","['Viral hepatitis B', 'Cancer of tongue', 'Cancer of larynx', 'Cervical cancer', 'Cancer of other female genital organs', 'Malignant neoplasm of other urinary organs', 'Secondary malignant neoplasm of digestive systems', 'Type 1 diabetes', 'Type 2 diabetes with ophthalmic manifestations', 'Diabetic retinopathy', 'Hypercalcemia', 'Electrolyte imbalance', 'Hyperpotassemia', 'Hypopotassemia', 'Decreased white blood cell count', 'Neutropenia', 'Senile dementia', 'Acute reaction to stress', 'Adjustment reaction', 'Mental retardation', 'Organic or persistent insomnia', ""Parkinson's disease"", 'Infantile cerebral palsy', 'Superficial keratitis', 'Allergic conjunctivitis', 'Tinnitus', 'Nonrheumatic pulmonary valve disorders', 'Palpitations', 'Intracranial hemorrhage', 'Subarachnoid hemorrhage', 'Varicose veins', 'Postnasal drip', 'Allergic rhinitis', 'Viral pneumonia', 'Asthma', 'Bronchitis', 'Dependence on respirator [Ventilator] or supplemental oxygen', 'Hyperventilation', 'Diseases of hard tissues of teeth', 'Dental caries', 'Esophageal bleeding (varices/hemorrhage)', 'Heartburn', 'Hemorrhage from gastrointestinal ulcer', 'Acute gastritis', 'Abdominal hernia', 'Chronic liver disease and cirrhosis', 'Other chronic nonalcoholic liver disease', 'Cirrhosis of liver without mention of alcohol', 'Primary biliary cirrhosis', 'Portal hypertension', 'Hematemesis', 'Splenomegaly', 'Disorders of penis', 'Dysplasia of female genital organs', 'Need for Hormone replacement therapy (postmenopausal)', 'Other perinatal conditions of fetus or newborn', 'Carbuncle and furuncle', 'Prurigo and Lichen', 'Other specified erythematous conditions', 'Sarcoidosis', 'Scar conditions and fibrosis of skin', 'Decubitus ulcer', 'Diffuse diseases of connective tissue', 'Dermatomyositis', 'Chronic osteomyelitis', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Disorders of muscle, ligament, and fascia', 'Fasciitis', 'Facial weakness', 'Poisoning by hormones and synthetic substitutes', 'Adrenal cortical steroids causing adverse effects in therapeutic use', 'Anticoagulants causing adverse effects']",1 -DPB1_0401,1,5,"[0.008945, 0.01716, 0.01314, 0.03426, 0.01154, 0.01803, 0.03567, 0.03963, 0.03292, 0.01683, 0.02591, 0.005636, 0.01768, 0.02454, 0.04975, 0.04669, 0.04912, 0.003299, 0.04246, 0.02639, 0.04177, 0.0214, 0.03759, 0.0192, 0.03426, 0.03763, 0.03755, 0.01496, 0.04077, 0.04579, 0.03081, 0.03777, 0.0003728, 0.002051, 0.02743, 0.03588, 0.03051, 0.007357, 0.00842, 0.01413, 0.01353, 0.02587, 0.01871, 0.01982, 0.03778, 0.01371, 0.01207, 0.002741]","[0.616, 0.905, 0.811, 0.808, 1.859, 1.901, 1.224, 1.306, 1.94, 0.551, 0.595, 3.104, 0.51, 0.82, 1.226, 1.467, 1.211, 0.648, 0.581, 0.584, 0.72, 2.091, 0.842, 1.262, 0.868, 0.765, 0.865, 1.753, 1.163, 0.764, 0.778, 1.199, 0.621, 0.793, 1.796, 1.163, 1.189, 0.754, 1.194, 1.678, 0.557, 2.043, 1.51, 1.58, 0.687, 1.919, 0.82, 0.579]","['Viral Enteritis', 'Bacterial infection NOS', 'E. coli', 'Infection with drug-resistant microorganisms', ""Althete's foot"", 'Dermatophytosis of the body', 'Cancer of brain', 'Multiple myeloma', 'Benign neoplasm of eye, uveal', 'Benign neoplasm of thyroid glands', 'Type 1 diabetes with ophthalmic manifestations', 'Precocious sexual development and puberty NEC', 'Acquired coagulation factor deficiency', 'Dysthymic disorder', 'Alcohol-related disorders', 'Alcoholic liver damage', 'Myopathy', 'Corneal opacity and other disorders of cornea', ""Fuchs' dystrophy"", 'Eye infection, viral', 'Uveitis, noninfectious or NOS', 'Scleritis and episcleritis', 'Suppurative and unspecified otitis media', 'Heart valve replaced', 'Other forms of chronic heart disease', 'ASCVD', 'Chronic pulmonary heart disease', ""Wegener's granulomatosis"", 'Hemorrhoids', 'Influenza', 'Esophageal bleeding (varices/hemorrhage)', 'Other intestinal obstruction', 'Primary biliary cirrhosis', 'Abnormal results of function study of liver', 'Proliferative glomerulonephritis', 'Urinary calculus', 'Calculus of kidney', 'Other local infections of skin and subcutaneous tissue', 'Disturbance of skin sensation', 'Psoriatic arthropathy', 'Disorders of muscle, ligament, and fascia', 'Other disorders of soft tissues', 'Aseptic necrosis of bone', 'Symptoms of the muscles', 'Nonspecific findings on examination of blood', ""Colles' fracture"", 'Open wounds of extremities', 'Insect bite']",1 -DPB1_0402,1,5,"[0.01602, 0.04735, 0.01744, 0.02815, 0.04946, 0.03426, 0.004711, 8.053e-07, 0.005887, 0.04802, 0.03008, 0.002239, 0.02026, 0.01593, 0.02713, 0.03684, 0.02254, 0.03635, 0.04157, 0.02733, 0.03619, 0.02649, 0.003403, 0.006692, 0.02254, 0.03032, 0.008715, 0.01635, 0.02616, 0.04586, 0.02517, 0.04189, 0.02795, 0.01155, 0.02069, 0.005396, 0.03364, 0.001377, 0.01711, 0.02773, 0.0357, 0.03181, 0.04032, 0.04594, 0.02667, 0.01876, 0.0466, 0.03524, 0.01185, 0.03405, 0.0005946, 0.03585, 0.04159, 0.04145, 0.04596, 0.02451, 0.004137, 0.004784, 0.03724, 0.009788, 0.01502, 0.03125, 0.01131]","[0.611, 0.512, 1.278, 0.785, 0.641, 0.62, 0.891, 0.481, 0.337, 0.495, 0.713, 0.769, 0.769, 0.716, 0.315, 0.693, 0.827, 0.823, 0.532, 1.286, 0.476, 0.49, 0.289, 0.556, 0.808, 1.345, 2.232, 0.327, 0.796, 1.174, 1.376, 1.358, 0.73, 0.58, 0.371, 0.721, 0.651, 1.466, 0.329, 0.827, 0.828, 0.365, 1.62, 0.672, 0.266, 0.541, 0.828, 0.37, 1.874, 1.289, 0.826, 0.696, 0.618, 0.647, 1.926, 0.721, 1.369, 1.452, 1.545, 0.73, 0.832, 0.772, 2.226]","['Herpes simplex', 'Cancer of other endocrine glands', 'Secondary malignant neoplasm of digestive systems', 'Secondary malignancy of brain/spine', 'Benign neoplasm of lip, oral cavity, and pharynx', 'Acquired hypothyroidism', 'Diabetes mellitus', 'Type 1 diabetes', 'Type 1 diabetes with ketoacidosis', 'Type 1 diabetes with renal manifestations', 'Type 2 diabetes with ophthalmic manifestations', 'Insulin pump user', 'Polyneuropathy in diabetes', 'Diabetic retinopathy', 'Precocious sexual development and puberty NEC', 'Hyperosmolality and/or hypernatremia', 'Acid-base balance disorder', 'Acidosis', 'Congenital coagulation defects', 'Secondary thrombocytopenia', 'Schizophrenia', 'Suicidal ideation', 'Somatoform disorder', 'Conduct disorders', 'Migraine', 'Hemiplegia', 'Superficial keratitis', 'Scleritis and episcleritis', 'Impacted cerumen', 'Other hypertensive complications', 'Primary pulmonary hypertension', 'Cardiac arrest and ventricular fibrillation', 'Atherosclerosis of native arteries of the extremities with intermittent claudication', 'Other disorders of arteries and arterioles', 'Stricture of artery', 'Other disorders of circulatory system', 'Paralysis/spasm of vocal cords or larynx', 'Epistaxis or throat hemorrhage', 'Viral pneumonia', 'Empyema and pneumothorax', 'Other symptoms of respiratory system', 'Respiratory complications', 'Dentofacial anomalies, including malocclusion', 'Diseases of the salivary glands', 'Leukoplakia of oral mucosa', ""Barrett's esophagus"", 'Hemorrhage of gastrointestinal tract', 'Acute prostatitis', 'Benign neoplasm of breast', 'Prolapse of vaginal walls', 'Superficial cellulitis and abscess', 'Sarcoidosis', 'Corns and callosities', 'Chronic ulcer of unspecified site', 'Rupture of synovium', 'Congenital anomalies of great vessels', 'Congenital anomalies of urinary system', 'Cystic kidney disease', 'Other specified congenital anomalies of kidney', 'Thoracic or lumbosacral neuritis or radiculitis, unspecified', 'Myalgia and myositis unspecified', 'Abnormal Papanicolaou smear of cervix and cervical HPV', 'Toxic effect of venom']",1 -DPB1_0501,1,5,"[0.01909, 0.01461, 0.03127, 0.03718, 0.01579, 0.001047, 0.00512, 0.04277, 0.03694, 0.01971, 0.01254, 0.03375, 0.03034, 0.01948, 0.04896, 0.03563, 0.04034, 0.001947, 0.01834, 0.036, 0.0132, 0.04234, 0.01078, 0.01498, 0.006156, 0.03327, 0.04057, 0.02512, 0.0125, 0.02846, 0.01556, 0.01311, 0.02833, 0.02645, 0.009964, 0.03267, 0.009829, 0.01302, 0.01108, 0.03097, 0.01253, 0.04136, 0.01918, 0.001478, 0.01953, 0.02803, 0.01236, 0.02649, 0.03512, 0.04024, 0.04285, 0.02547, 0.001968, 0.0413, 0.007037, 0.02791, 0.03948, 0.03568, 0.005459, 0.02445]","[1.665, 0.415, 1.372, 1.482, 1.602, 2.87, 2.558, 2.394, 0.819, 0.785, 0.807, 0.676, 0.663, 0.55, 0.766, 0.758, 0.547, 2.585, 2.573, 1.519, 2.059, 1.339, 2.785, 0.332, 0.686, 0.534, 1.4, 1.668, 0.67, 0.641, 0.666, 1.382, 0.814, 2.303, 0.726, 1.529, 1.574, 1.425, 1.491, 0.499, 2.755, 2.142, 1.868, 2.633, 1.74, 2.407, 2.549, 1.578, 0.716, 0.711, 1.761, 1.634, 2.091, 1.773, 2.464, 2.601, 1.6, 2.192, 3.384, 0.641]","['Acquired absence of breast', 'Cancer of other female genital organs', 'Cancer of urinary organs (incl. kidney and bladder)', 'Cancer of kidney and renal pelvis', 'Malignant neoplasm of kidney, except pelvis', 'Cancer of eye', 'Benign neoplasm of eye', 'Benign neoplasm of eye, uveal', 'Hypothyroidism', 'Hypothyroidism NOS', 'Diabetes mellitus', 'Gout and other crystal arthropathies', 'Gout', 'Pancytopenia', 'Anemia of chronic disease', 'Purpura and other hemorrhagic conditions', 'Other diseases of blood and blood-forming organs', 'Visual field defects', 'Eye infection, viral', 'Keratitis', 'Uveitis, noninfectious or NOS', 'Other disorders of eye', 'Disorders of iris and ciliary body', 'Peripheral or central vertigo', 'Dizziness and giddiness (Light-headedness and vertigo)', 'Paroxysmal supraventricular tachycardia', 'Other aneurysm', 'Noninfectious disorders of lymphatic channels', 'Other venous embolism and thrombosis', 'Hemorrhoids', 'Chronic sinusitis', 'Acute bronchitis and bronchiolitis', 'Pulmonary collapse; interstitial and compensatory emphysema', 'Disorders of esophageal motility', 'Dysphagia', 'Paralytic ileus', 'Other disorders of liver', 'Cholelithiasis and cholecystitis', 'Cholelithiasis', 'Renal failure NOS', 'Chronic interstitial cystitis', 'Hydrocele', 'Disorders of penis', 'Redundant prepuce and phimosis/BXO', 'Other specified disorders of breast', 'Prurigo and Lichen', 'Disorders of sweat glands', 'Unspecified osteomyelitis', 'Spondylosis and allied disorders', 'Spondylosis without myelopathy', 'Malunion and nonunion of fracture', 'Acquired toe deformities', 'Hammer toe (acquired)', 'Hallux valgus (Bunion)', 'Kyphosis (acquired)', 'Congenital deformities of feet', 'Fracture of tibia and fibula', ""Colles' fracture"", 'Complication of amputation stump', 'Adverse drug events and drug allergies']",1 -DPB1_1001,1,4,"[0.00567, 0.03547, 0.006552, 0.01695, 0.01551, 0.008316, 0.01257, 0.007433, 0.006419, 0.03179, 0.008479, 0.02812, 0.01756, 0.01085, 0.01938, 0.004905, 0.004453, 0.02871, 0.001782, 0.01271, 0.02187, 0.009872, 0.01151, 0.02783, 0.006322, 0.008626, 0.002887, 0.01674, 0.04988, 0.01066, 0.001418, 0.007978, 0.009369, 0.01231, 0.01487, 0.01549, 0.01048, 0.03031, 0.02664, 0.009939, 0.044, 0.03986, 0.003777, 0.001048, 0.0234, 0.00217, 0.0382, 0.04312, 0.04861, 0.0142, 0.009741, 0.008298, 0.003345, 0.02459, 0.03242, 0.005556, 0.0007649]","[1.544, 1.806, 1.58, 1.566, 1.6, 1.929, 1.701, 1.791, 2.472, 3.109, 2.538, 0.453, 0.3, 1.31, 1.603, 2.206, 1.995, 1.541, 0.592, 2.194, 1.817, 1.486, 1.716, 1.308, 1.518, 2.861, 3.689, 2.002, 0.827, 2.355, 2.778, 1.991, 1.575, 1.577, 1.421, 1.438, 1.298, 2.357, 2.403, 3.042, 0.63, 2.135, 1.703, 1.673, 1.447, 2.559, 1.535, 2.228, 1.355, 2.095, 2.622, 2.274, 0.569, 2.62, 0.844, 3.321, 3.552]","['Postoperative infection', 'Cervical intraepithelial neoplasia [CIN] [Cervical dysplasia]', 'Manlignant and unknown neoplasms of brain and nervous system', 'Cancer of brain and nervous system', 'Cancer of brain', 'Lymphoid leukemia, acute', 'Benign neoplasm of brain and other parts of nervous system', 'Benign neoplasm of brain, cranial nerves, meninges', 'Adrenal hyperfunction', 'Hyperaldosteronism', 'Polycystic ovaries', 'Other deficiency anemia', 'Megaloblastic anemia', 'Neurological disorders', 'Aphasia/speech disturbance', 'Aphasia', 'Attention deficit hyperactivity disorder', 'Develomental delays and disorders', 'Tobacco use disorder', 'Disorders of the autonomic nervous system', 'Hemiplegia', 'Other conditions of brain', 'Cerebral edema and compression of brain', 'Abnormal movement', 'Abnormality of gait', 'Chorioretinal inflammations, scars, and other disorders of choroid', 'Chorioretinal scars', 'Ptosis of eyelid', 'Ischemic Heart Disease', 'First degree AV block', 'Second degree AV block', 'Left bundle branch block', 'Occlusion of cerebral arteries', 'Cerebral artery occlusion, with cerebral infarction', 'Cerebral ischemia', 'Transient cerebral ischemia', 'Acute upper respiratory infections of multiple or unspecified sites', 'Lung transplant', 'Periodontitis (acute or chronic)', 'Temporomandibular joint disorder, unspecified', 'Ascites (non malignant)', 'Cholelithiasis with other cholecystitis', 'Renal dialysis', 'End stage renal disease', 'Kidney replaced by transpant', 'Other signs and symptoms in breast', 'Genital prolapse', 'Polyp of corpus uteri', 'Chronic ulcer of skin', 'Chronic ulcer of unspecified site', 'Other specified diffuse diseases of connective tissue', 'Juvenile rheumatoid arthritis', 'Other disorders of synovium, tendon, and bursa', 'Symptoms involving nervous and musculoskeletal systems', 'Abdominal pain', 'Concussion', 'Infusion and transfusion reaction']",1 -DPB1_1301,1,5,"[0.04284, 0.01943, 0.03184, 0.01162, 0.01232, 0.01245, 0.01046, 0.01231, 0.01639, 0.04291, 0.03818, 0.03318, 0.006552, 0.02461, 0.008168, 0.0008767, 0.01981, 0.006842, 0.008197, 0.02059, 0.03188, 0.005262, 0.04324, 0.0121, 0.0269, 0.001332, 0.0002484, 0.003216, 0.001895, 0.04603, 0.0214, 0.005786, 0.004755, 0.04173, 0.0005233, 0.009321, 0.01619, 0.04338, 0.009733, 0.02525, 0.04897, 0.02525, 0.01969, 0.02598, 0.04489, 0.001389, 0.04532, 0.005957, 0.03192, 0.0234, 0.03429, 0.0357, 0.03311, 0.02716, 0.01275]","[2.11, 1.443, 2.04, 0.381, 1.861, 1.527, 1.77, 0.384, 0.248, 1.173, 1.178, 1.681, 0.254, 0.271, 1.401, 1.601, 2.719, 1.461, 1.433, 2.071, 1.724, 2.66, 0.308, 1.591, 2.582, 1.927, 2.211, 3.018, 3.218, 2.858, 2.227, 3.328, 2.881, 2.242, 2.787, 2.491, 2.821, 2.584, 1.848, 2.018, 1.647, 1.765, 1.752, 2.013, 1.453, 2.39, 2.001, 0.523, 1.226, 1.379, 2.701, 1.995, 0.535, 0.569, 2.059]","['Viral Enteritis', 'Infection/inflammation of internal prosthetic device; implant; and graft', 'Cancer of other female genital organs', 'Thyroid cancer', 'Type 2 diabetes with ophthalmic manifestations', 'Type 2 diabetes with neurological manifestations', 'Diabetic retinopathy', 'Disorders of adrenal glands', 'Adrenal hypofunction', 'Disorders of lipoid metabolism', 'Hyperlipidemia', 'Megaloblastic anemia', 'Alcohol-related disorders', 'Alcoholism', 'Sleep apnea', 'Obstructive sleep apnea', 'Peripheral autonomic neuropathy', 'Other retinal disorders', 'Disorders of refraction and accommodation; blindness and low vision', 'Subjective visual disturbances', 'Abnormal function study of cardiovascular system', 'Cardiac complications, not elsewhere classified', 'Phlebitis and thrombophlebitis', 'Encounter for long-term (current) use of anticoagulants, antithrombotics, aspirin', 'Encounter for long-term (current) use of antiplatelets/antithrombotics', 'Encounter for long-term (current) use of aspirin', 'Orthostatic hypotension', 'Dentofacial anomalies, including malocclusion', 'Anomalies of tooth position/malocclusion', 'Leukoplakia of oral mucosa', 'Acute appendicitis', 'Chronic interstitial cystitis', 'Bladder neck obstruction', 'Inflammatory disease of breast', 'Mastodynia', 'Endometriosis', 'Noninflammatory disorders of ovary, fallopian tube, and broad ligament', 'Endometrial hyperplasia', 'Irregular menstrual cycle', 'Cellulitis and abscess of face/neck', 'Dyschromia and Vitiligo', 'Other dyschromia', 'Rosacea', 'Ingrowing nail', 'Diffuse diseases of connective tissue', 'Systemic sclerosis', 'Pyogenic arthritis', 'Rheumatoid arthritis', 'Back pain', 'Myalgia and myositis unspecified', 'Pallor and flushing', 'Cardiogenic shock', 'Fracture of unspecified bones', 'Open wounds of head; neck; and trunk', 'Urticaria']",1 -DPB1_1401,1,5,"[0.01909, 0.004829, 0.03207, 0.04927, 0.04613, 0.004489, 0.03653, 0.0197, 0.02034, 0.01065, 0.01742, 0.04813, 0.04376, 0.0324, 0.0485, 0.03561, 0.005296, 0.03514, 0.0257, 0.0249, 0.04921, 0.04574, 0.0268, 0.01276, 0.01719, 0.04358, 0.01881, 0.03111, 0.002388, 0.007058, 0.02684, 0.02544, 0.04587, 0.01671, 0.02153]","[1.962, 1.872, 1.715, 1.917, 1.588, 3.374, 2.061, 2.96, 1.908, 1.568, 1.791, 3.295, 2.545, 0.339, 0.492, 1.942, 2.636, 1.428, 1.379, 3.221, 2.505, 2.076, 2.157, 2.374, 1.603, 1.556, 2.25, 1.748, 4.196, 1.923, 3.178, 2.164, 1.988, 2.112, 2.213]","['Gram negative septicemia', 'Methicillin sensitive Staphylococcus aureus', 'Malignant neoplasm of other and ill-defined sites within the digestive organs and peritoneum', 'Squamous cell carcinoma', 'Cancer of brain', 'Cancer of other endocrine glands', 'Thyroiditis', 'Type 1 diabetes with ophthalmic manifestations', 'Delirium due to conditions classified elsewhere', 'Other conditions of brain', 'Cerebral edema and compression of brain', 'Cerebral cysts', 'Coma', 'Keratitis', 'Other disorders of eyelids', 'Strabismus (not specified as paralytic)', 'Cerebral aneurysm', 'Acute bronchitis and bronchiolitis', 'Asthma', 'Respiratory complications', 'Disorders of esophageal motility', 'Appendicitis', 'Gross hematuria', 'Microscopic hematuria', 'Benign mammary dysplasias', 'Cystic mastopathy', 'Cellulitis and abscess of face/neck', 'Other local infections of skin and subcutaneous tissue', 'Ankylosing spondylitis', 'Polymyalgia Rheumatica', 'Calcaneal spur; Exostosis NOS', 'Ganglion and cyst of synovium, tendon, and bursa', 'Malunion and nonunion of fracture', 'Derangement of joint, non-traumatic', 'Other derangement of joint']",1 -DPB1_1701,1,5,"[0.0418, 0.04171, 0.0119, 0.001409, 0.0486, 0.03823, 0.02706, 0.0444, 0.04099, 0.03726, 0.03181, 0.02551, 0.006952, 0.01542, 0.04617, 0.02693, 0.04117, 0.003471, 0.02692, 0.03833, 0.03642, 0.005849, 0.0003158, 0.03328, 0.04909, 0.03471, 0.01787, 0.01646, 0.04598, 0.01229, 0.00605, 0.049, 0.03654, 0.009465, 0.0479, 0.04148]","[3.403, 1.648, 2.127, 3.549, 0.408, 2.403, 2.014, 0.309, 0.357, 2.147, 1.574, 2.826, 1.552, 1.57, 1.614, 2.571, 1.519, 4.038, 2.007, 1.508, 1.425, 2.048, 3.838, 3.03, 1.799, 3.004, 2.063, 0.182, 2.323, 0.673, 0.547, 0.648, 0.574, 3.917, 2.798, 0.502]","['Tuberculosis', 'Thyrotoxicosis with or without goiter', ""Graves' disease"", 'Abnormal results of function study of thyroid', 'Other persistent mental disorders due to conditions classified elsewhere', 'Transient alteration of awareness', ""Parkinson's disease"", 'Generalized convulsive epilepsy', 'Cerebral edema and compression of brain', 'Retinal detachment with retinal defect', 'Dry eyes', 'Hypertrophic obstructive cardiomyopathy', 'Cardiac pacemaker/device in situ', 'Cardiac pacemaker in situ', 'Cardiac defibrillator in situ', 'Ventricular fibrillation and flutter', 'Sinoatrial node dysfunction (Bradycardia)', 'Aneurysm of artery of lower extremity', 'Varicose veins of lower extremity', 'Septal Deviations/Turbinate Hypertrophy', 'Acute bronchitis and bronchiolitis', 'Gingival and periodontal diseases', 'Periodontitis (acute or chronic)', 'Acute periodontitis', 'Ventral hernia', 'Endometrial hyperplasia', 'Postmenopausal bleeding', 'Disorder of skin and subcutaneous tissue NOS', 'Unspecified erythematous condition', 'Degenerative skin conditions and other dermatoses', 'Actinic keratosis', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Other and unspecified disc disorder', 'Concussion', 'Dislocation']",1 -DQA1_0201,2,5,"[0.0365, 0.02741, 0.04053, 0.03787, 0.04851, 0.03974, 0.02094, 0.03271, 0.02499, 0.002618, 0.0014, 0.001452, 0.0001489, 0.02381, 0.04436, 0.04142, 0.03407, 0.006584, 1.333e-05, 0.00223, 0.007855, 0.009049, 0.01364, 0.03172, 0.04906, 0.01299, 0.04858, 0.01828, 0.04897, 0.01022, 0.02047, 0.04953, 0.03497, 0.01611, 0.01869, 0.004387, 0.009704, 0.0247, 0.01582, 0.04346, 0.04681, 0.04901, 0.02078, 0.04466, 0.03279, 0.04166, 0.00245, 0.005058, 0.02245, 0.01043, 0.03889, 0.03038, 0.01626, 0.03113, 0.01046, 0.004801, 0.01509, 0.01585, 1.833e-05, 0.04563, 0.03424, 0.01356, 0.003909, 0.04328, 0.03953, 0.03996, 0.0142, 0.01721, 0.01276, 0.001013, 0.0005974, 0.0009818, 0.0009725, 0.008867, 5.837e-08, 4.006e-07, 0.0001985, 0.02019, 0.02211, 0.01802, 0.04318, 0.02346, 0.01164, 0.01817]","[0.592, 0.738, 1.632, 1.231, 1.238, 0.788, 1.54, 1.221, 1.339, 1.25, 1.496, 1.302, 1.52, 1.388, 1.599, 1.203, 0.782, 0.63, 0.563, 0.32, 0.37, 0.376, 1.104, 1.145, 0.779, 1.606, 0.878, 0.836, 0.493, 0.466, 1.649, 0.624, 0.726, 0.762, 0.714, 0.532, 1.675, 0.378, 1.459, 1.133, 1.131, 1.139, 1.343, 1.146, 1.384, 1.173, 1.966, 1.266, 1.168, 1.34, 1.489, 1.128, 0.878, 1.17, 1.483, 1.793, 1.362, 0.584, 1.237, 0.579, 1.154, 1.199, 1.273, 0.502, 1.453, 0.604, 1.271, 1.305, 1.829, 1.44, 1.472, 1.517, 0.715, 0.598, 0.677, 0.66, 0.602, 0.575, 1.612, 0.903, 0.857, 2.081, 0.78, 0.75]","['Viral Enteritis', 'Methicillin resistant Staphylococcus aureus', 'Herpes zoster with nervous system complications', 'Viral hepatitis', 'Viral hepatitis C', 'Viral warts & HPV', 'Other infectious and parasitic diseases', 'Cancer of mouth', 'Cancer of tongue', 'Cancer of larynx, pharynx, nasal cavities', 'Cancer of oropharynx', 'Cancer of larynx', 'Hx of malignant neoplasm of oral cavity and pharynx', 'Cancer of esophagus', 'Neoplasm of uncertain behavior of breast', 'Radiotherapy', 'Thyrotoxicosis with or without goiter', ""Graves' disease"", 'Type 1 diabetes', 'Type 1 diabetes with ketoacidosis', 'Type 1 diabetes with renal manifestations', 'Type 1 diabetes with ophthalmic manifestations', 'Type 2 diabetes', 'Abnormal glucose', 'Diabetic retinopathy', 'Adrenal hyperfunction', 'Iron deficiency anemias', 'Iron deficiency anemias, unspecified or not due to blood loss', 'Non-autoimmune hemolytic anemias', 'Personality disorders', 'Other mental disorder', 'Anterior horn cell disease', 'Multiple sclerosis', 'Lack of coordination', 'Disorders of other cranial nerves', 'Trigeminal nerve disorders [CN5]', 'Complex regional/central pain syndrome', 'Peripheral retinal degenerations', 'Corneal opacity and other disorders of cornea', 'Otitis media and Eustachian tube disorders', 'Sensorineural hearing loss', 'Cardiac pacemaker/device in situ', 'Abnormal function study of cardiovascular system', 'Occlusion and stenosis of precerebral arteries', 'Cerebral atherosclerosis', 'Peripheral vascular disease, unspecified', 'Arterial embolism and thrombosis of lower extremity artery', 'Bacterial pneumonia', 'Acute bronchitis and bronchiolitis', 'Pneumonitis due to inhalation of food or vomitus', 'Idiopathic fibrosing alveolitis', 'Respiratory failure', 'Other diseases of lung', 'Respiratory abnormalities', 'Diseases of the salivary glands', 'Disturbance of salivary secretion', 'Stricture and stenosis of esophagus', 'Peptic ulcer, site unspecified', 'Dysphagia', 'Ulcerative colitis (chronic)', 'Chronic liver disease and cirrhosis', 'Other chronic nonalcoholic liver disease', 'Cirrhosis of liver without mention of alcohol', 'Other disorders of gallbladder', 'Nephrotic syndrome without mention of glomerulonephritis', 'Other disorders of testis', 'Inflammatory diseases of female pelvic organs', 'Inflammatory disease of cervix, vagina, and vulva', 'Prurigo and Lichen', 'Psoriasis and related disorders', 'Psoriasis', 'Psoriasis vulgaris', 'Diffuse diseases of connective tissue', 'Systemic sclerosis', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Polymyalgia Rheumatica', 'Other acquired deformities of limbs', 'Kyphosis (acquired)', 'Osteoarthrosis', 'Osteoarthrosis, generalized', 'Stress fracture', 'Genitourinary congenital anomalies', 'Congenital anomalies of urinary system']",1 -DQB1_0202,2,5,"[0.01422, 0.03998, 0.004167, 0.009866, 0.004926, 0.005697, 0.01579, 0.02542, 0.000854, 0.01102, 0.03997, 0.004323, 0.001278, 0.002347, 0.0007357, 0.02836, 0.03084, 0.03105, 0.04929, 0.02582, 0.004039, 0.001685, 0.03927, 0.04707, 0.02503, 0.04291, 0.01243, 0.0412, 0.02224, 0.04614, 0.0048, 0.01389, 0.003799, 0.0246, 0.0004575, 0.01131, 0.01869, 0.04018, 0.01184, 0.04707, 0.03328, 0.04821, 0.006458, 0.02393, 0.04042, 0.04006, 0.00638, 0.001132, 0.01364, 0.01078, 0.009807, 0.01182, 6.343e-05, 0.04138, 0.0005515, 0.0002266, 5.019e-05, 0.01751, 0.0125, 0.01647, 0.01157, 0.02364, 0.01831, 0.04402, 0.002131, 0.03184, 0.047, 3.283e-06, 4.939e-05, 0.03044, 0.02715, 0.0002774, 0.0241, 0.0424, 0.0238, 0.02888, 0.008475, 0.02855, 0.03738, 0.002009, 0.0458, 0.04795]","[0.46, 0.842, 0.619, 1.905, 1.353, 1.378, 0.663, 0.354, 1.907, 1.296, 1.342, 1.263, 1.553, 1.319, 1.503, 0.689, 0.639, 0.604, 1.917, 1.43, 0.555, 0.634, 0.464, 1.093, 1.27, 1.299, 0.805, 1.129, 0.449, 0.304, 0.687, 0.531, 1.838, 0.263, 1.771, 1.828, 1.685, 0.569, 1.416, 0.515, 1.425, 1.436, 1.916, 1.235, 1.167, 1.135, 0.845, 1.292, 1.324, 1.883, 1.414, 0.503, 1.246, 1.689, 1.285, 1.338, 1.436, 1.288, 1.386, 1.422, 1.625, 1.573, 1.841, 1.164, 0.699, 0.62, 0.497, 0.684, 0.688, 0.84, 0.833, 0.556, 1.308, 0.573, 0.896, 0.394, 0.742, 0.737, 0.437, 1.809, 0.675, 0.752]","['Viral Enteritis', 'Staphylococcus infections', 'Methicillin resistant Staphylococcus aureus', 'Herpes zoster with nervous system complications', 'Viral hepatitis', 'Viral hepatitis C', 'Mycoses', 'Histoplasmosis', 'Other infectious and parasitic diseases', 'Cancer of mouth', 'Cancer of tongue', 'Cancer of larynx, pharynx, nasal cavities', 'Cancer of oropharynx', 'Cancer of larynx', 'Hx of malignant neoplasm of oral cavity and pharynx', 'Basal cell carcinoma', 'Squamous cell carcinoma', 'Carcinoma in situ of skin', 'Neuroendocrine tumors', 'Simple and unspecified goiter', ""Graves' disease"", 'Type 1 diabetes', 'Type 1 diabetes with ketoacidosis', 'Type 2 diabetes', 'Disorders of adrenal glands', 'Adrenal hypofunction', 'Iron deficiency anemias, unspecified or not due to blood loss', 'Purpura and other hemorrhagic conditions', 'Personality disorders', 'Spinocerebellar disease', 'Lack of coordination', 'Trigeminal nerve disorders [CN5]', 'Complex regional/central pain syndrome', 'Peripheral retinal degenerations', 'Corneal opacity and other disorders of cornea', 'Corneal dystrophy', 'Otorrhea', 'Cardiac arrest', 'Abnormal function study of cardiovascular system', 'Subarachnoid hemorrhage', 'Cerebral atherosclerosis', 'Atherosclerosis of aorta', 'Arterial embolism and thrombosis of lower extremity artery', 'Bacterial pneumonia', 'Acute bronchitis and bronchiolitis', 'Respiratory failure', 'Other diseases of lung', 'Respiratory abnormalities', 'Hyperventilation', 'Jaw disease NOS', 'Esophageal bleeding (varices/hemorrhage)', 'Peptic ulcer, site unspecified', 'Dysphagia', 'Celiac disease', 'Chronic liver disease and cirrhosis', 'Other chronic nonalcoholic liver disease', 'Cirrhosis of liver without mention of alcohol', 'Liver abscess and sequelae of chronic liver disease', 'Liver replaced by transplant', 'Splenomegaly', 'Nephrotic syndrome without mention of glomerulonephritis', 'Noninflammatory disorders of vagina', 'Prurigo and Lichen', 'Diseases of sebaceous glands', 'Diffuse diseases of connective tissue', 'Systemic sclerosis', 'Other specified diffuse diseases of connective tissue', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Other arthropathies', 'Arthropathy NOS', 'Polymyalgia Rheumatica', 'Displacement of intervertebral disc', 'Other acquired deformities of limbs', 'Osteoarthrosis', 'Congenital anomalies of peripheral vascular system', 'Genitourinary congenital anomalies', 'Congenital anomalies of urinary system', 'Obstructive genitourinary defect', 'Other congenital musculoskeletal anomalies', 'Malaise and fatigue', 'Fracture of neck of femur']",1 -DQB1_0301,1,5,"[0.01143, 0.02843, 0.01042, 0.009669, 0.003144, 0.03384, 0.0007168, 0.001213, 0.00136, 0.01089, 0.04472, 0.0106, 0.01428, 0.03306, 0.02604, 0.02276, 0.003197, 0.004671, 7.085e-07, 1.946e-11, 0.0003435, 0.002952, 0.0001052, 0.002669, 0.007684, 0.0158, 0.04974, 0.01708, 0.0002164, 0.003232, 8.342e-05, 0.001341, 0.04905, 0.00488, 0.02337, 0.009255, 0.03243, 0.04808, 0.01728, 0.03566, 0.01919, 0.02449, 0.03169, 0.04176, 0.03, 0.000906, 0.001453, 0.02583, 0.04276, 0.01229, 0.04733, 0.01792, 0.02641, 0.003854, 0.001852, 0.04095, 0.02095, 0.02569, 0.02184, 0.04066, 0.0003633, 0.01281, 0.04964, 0.03496, 0.03116, 0.0001018, 0.001171, 0.000297, 7.555e-05, 0.003074, 0.00289, 0.003224, 0.007441, 0.001225, 0.02743, 0.003061, 0.01046, 0.04265, 0.03875, 0.02871, 0.03183, 0.03411, 0.04335, 0.005153, 0.03345, 0.0298, 0.026, 0.005521, 0.006112, 0.04398, 0.01041, 0.01182, 0.004114, 0.03054, 0.03193, 0.04228, 0.007141, 0.04786, 0.03072, 0.0189, 0.04101, 0.02447, 0.02352, 0.04146]","[0.482, 0.789, 0.827, 0.821, 0.766, 1.388, 0.816, 0.818, 0.819, 0.73, 1.081, 1.146, 0.655, 0.739, 0.627, 0.39, 1.119, 1.123, 0.839, 0.44, 0.327, 0.404, 0.234, 0.387, 0.905, 0.817, 0.859, 0.682, 0.765, 0.754, 0.625, 0.6, 1.388, 0.628, 1.211, 1.118, 1.129, 1.359, 1.139, 1.893, 0.56, 0.646, 0.535, 0.734, 0.658, 0.63, 0.723, 0.868, 0.718, 0.881, 0.523, 0.576, 0.42, 0.771, 0.697, 1.233, 1.253, 0.533, 1.273, 0.561, 0.622, 1.461, 1.171, 0.65, 0.545, 0.772, 0.789, 0.733, 0.525, 0.745, 0.685, 0.689, 1.133, 1.245, 0.79, 0.642, 1.766, 0.847, 0.819, 1.26, 1.219, 1.456, 1.69, 1.976, 1.522, 0.904, 0.685, 0.743, 0.738, 0.657, 0.467, 1.158, 1.206, 1.796, 0.903, 0.868, 0.723, 1.181, 1.198, 1.214, 1.269, 1.362, 1.267, 1.276]","['Herpes zoster with nervous system complications', 'Viral hepatitis C', 'Dermatophytosis / Dermatomycosis', 'Dermatophytosis', 'Dermatophytosis of nail', 'Carcinoma in situ of skin', 'Breast cancer', 'Breast cancer [female]', 'Malignant neoplasm of female breast', 'Acquired absence of breast', 'Secondary malignant neoplasm', 'Secondary malignancy of lymph nodes', 'Polycythemia vera', 'Large cell lymphoma', 'Vascular hamartomas and non-neoplastic nevi', 'Exophthalmos', 'Hypothyroidism', 'Hypothyroidism NOS', 'Diabetes mellitus', 'Type 1 diabetes', 'Type 1 diabetes with ketoacidosis', 'Type 1 diabetes with renal manifestations', 'Type 1 diabetes with ophthalmic manifestations', 'Type 1 diabetes with neurological manifestations', 'Type 2 diabetes', 'Type 2 diabetes with renal manifestations', 'Type 2 diabetes with neurological manifestations', 'Diabetes type 2 with peripheral circulatory disorders', 'Insulin pump user', 'Polyneuropathy in diabetes', 'Diabetic retinopathy', 'Hypoglycemia', 'Other endocrine disorders', 'Hyperglyceridemia', 'Disorders of magnesium metabolism', 'Hypopotassemia', 'Iron deficiency anemias', 'Pernicious anemia', 'Acute posthemorrhagic anemia', 'Dementia with cerebral degenerations', 'Other mental disorder', 'Alcoholic liver damage', 'Organic or persistent insomnia', 'Restless legs syndrome', 'Torsion dystonia', 'Multiple sclerosis', 'Lack of coordination', 'Other retinal disorders', 'Retinal vascular changes and abnomalities', 'Senile cataract', 'Epiphora', ""Meniere's disease"", 'Labyrinthitis', 'Atrioventricular [AV] block', 'Atrioventricular block, complete', 'Heart transplant/surgery', 'Polyarteritis nodosa and allied conditions', 'Encounter for long-term (current) use of antiplatelets/antithrombotics', 'Acute and chronic tonsillitis', 'Disorders of diaphragm', 'Esophageal bleeding (varices/hemorrhage)', 'Gastritis and duodenitis, NOS', 'Disorders of function of stomach', 'Acute appendicitis', 'Celiac disease', 'Chronic liver disease and cirrhosis', 'Other chronic nonalcoholic liver disease', 'Cirrhosis of liver without mention of alcohol', 'Primary biliary cirrhosis', 'Liver abscess and sequelae of chronic liver disease', 'Portal hypertension', 'Liver replaced by transplant', 'Gastrointestinal hemorrhage', 'Blood in stool', 'Nephritis and nephropathy without mention of glomerulonephritis', 'Nephritis and nephropathy in diseases classified elsewhere', 'Urinary complications NEC', 'Benign mammary dysplasias', 'Inflammatory diseases of female pelvic organs', 'Prolapse of vaginal walls', 'Noninflammatory female genital disorders', 'Noninflammatory disorders of vagina', 'Noninflammatory disorders of vulva and perineum', 'Dyspareunia', 'Dysmenorrhea', 'Superficial cellulitis and abscess', 'Cellulitis and abscess of foot, toe', 'Lupus (localized and systemic)', 'Systemic lupus erythematosus', 'Diseases of nail, NOS', 'Polymyositis', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Ankylosing spondylitis', 'Peripheral enthesopathies and allied syndromes', 'Enthesopathy', 'Stiffness of joint', 'Senile osteoporosis', 'Other specified osteoporosis', 'Genitourinary congenital anomalies', 'Papanicolaou smear of cervix or vagina with atypical squamous cells', 'Fracture of unspecified part of femur', 'Complication of internal orthopedic device', 'Systemic inflammatory response syndrome (SIRS)']",1 -DQB1_0303,1,5,"[0.03166, 0.0002136, 0.03876, 0.04315, 0.03926, 0.02004, 0.004829, 0.005778, 0.02899, 0.03862, 0.03278, 0.04217, 0.04513, 0.02811, 0.005592, 0.006991, 0.005185, 0.007007, 0.04596, 0.03484, 0.01987, 0.03594, 0.01392, 0.0182, 0.0488, 0.03534, 0.02742, 0.003562, 0.001862, 0.01513, 0.0002195, 0.006167, 0.006543, 0.04583, 0.03098, 0.02056, 0.04993, 0.00425, 0.03057, 0.03818, 0.03466, 0.03558, 0.008071, 0.001223, 0.002454, 0.005684, 0.01279, 0.04445, 0.03111, 0.03399, 0.02069, 0.02548, 0.04553, 0.01656, 0.01613, 0.04476, 0.0273, 0.03951]","[0.583, 1.459, 0.227, 1.296, 1.316, 1.985, 1.41, 1.18, 1.142, 1.26, 0.515, 0.129, 0.133, 1.734, 0.51, 0.293, 0.783, 0.785, 1.832, 1.73, 0.538, 1.553, 1.779, 0.709, 1.355, 1.181, 1.236, 1.36, 2.335, 0.471, 1.712, 1.729, 2.035, 1.412, 1.428, 0.488, 0.641, 0.66, 0.658, 0.713, 2.016, 2.041, 1.369, 1.613, 1.583, 1.603, 1.815, 1.561, 0.799, 2.311, 0.804, 0.896, 1.229, 0.295, 1.287, 1.469, 0.723, 1.55]","['Gram negative septicemia', 'Postoperative infection', 'Cancer of other male genital organs', 'Cancer of brain and nervous system', 'Cancer of brain', 'Cancer of other endocrine glands', 'Radiotherapy', 'Chemotherapy', 'Secondary malignant neoplasm', 'Secondary malignant neoplasm of liver', 'Simple and unspecified goiter', 'Type 1 diabetes with renal manifestations', 'Type 1 diabetes with neurological manifestations', 'Adrenal hyperfunction', 'Adrenal hypofunction', 'Acquired hemolytic anemias', 'Purpura and other hemorrhagic conditions', 'Thrombocytopenia', 'Somatoform disorder', 'Autism', 'Multiple sclerosis', 'Retinal vascular changes and abnomalities', 'Mitral valve stenosis and aortic valve stenosis', 'Abnormal heart sounds', 'Atrioventricular block, complete', 'Palpitations', 'Peripheral vascular disease', 'Peripheral vascular disease, unspecified', 'Arterial embolism and thrombosis of lower extremity artery', 'Influenza', 'Pneumonitis due to inhalation of food or vomitus', 'Diseases of the salivary glands', 'Disturbance of salivary secretion', 'Stricture and stenosis of esophagus', 'Other disorders of stomach and duodenum', 'Ulcerative colitis', 'Liver replaced by transplant', 'Nephritis; nephrosis; renal sclerosis', 'Nephritis and nephropathy without mention of glomerulonephritis', 'Hydronephrosis', 'Noninflammatory disorders of ovary, fallopian tube, and broad ligament', 'Infections specific to the perinatal period', 'Cellulitis and abscess of leg, except foot', 'Psoriasis and related disorders', 'Psoriasis', 'Psoriasis vulgaris', 'Psoriatic arthropathy', 'Ingrowing nail', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rupture of synovium', 'Osteoporosis NOS', 'Pain in joint', 'Cardiac and circulatory congenital anomalies', 'Other congenital musculoskeletal anomalies', 'Muscle weakness', 'Fracture of ribs', 'Dislocation', 'Complication of nervous system device, implant, and graft']",1 -DRB1_0701,2,5,"[0.03607, 0.02675, 0.04139, 0.03045, 0.03837, 0.04978, 0.02136, 0.04318, 0.02609, 0.003605, 0.002331, 0.002093, 0.0002519, 0.02476, 0.04373, 0.03406, 0.00657, 1.274e-05, 0.002209, 0.007784, 0.008982, 0.01228, 0.0382, 0.04889, 0.01312, 0.02434, 0.04665, 0.0176, 0.04842, 0.01013, 0.02075, 0.04892, 0.03461, 0.01588, 0.0186, 0.004384, 0.005129, 0.02466, 0.01584, 0.0457, 0.04148, 0.04877, 0.01494, 0.03453, 0.04276, 0.002523, 0.007011, 0.02782, 0.0151, 0.03974, 0.04205, 0.01153, 0.03988, 0.01079, 0.004923, 0.02159, 0.01573, 2.328e-05, 0.04473, 0.03016, 0.0115, 0.004062, 0.04305, 0.04043, 0.039, 0.01411, 0.0171, 0.01278, 0.001556, 0.0009398, 0.001598, 0.0009693, 0.008853, 8.474e-08, 4.116e-07, 0.0001971, 0.04872, 0.02017, 0.0221, 0.02186, 0.02355, 0.008485, 0.01289]","[0.591, 0.737, 1.629, 1.241, 1.251, 0.797, 1.538, 1.209, 1.336, 1.241, 1.47, 1.29, 1.499, 1.385, 1.601, 0.782, 0.63, 0.562, 0.32, 0.37, 0.376, 1.106, 1.14, 0.779, 1.605, 2.076, 0.877, 0.835, 0.492, 0.465, 1.647, 0.624, 0.725, 0.761, 0.714, 0.532, 1.742, 0.378, 1.459, 1.132, 1.134, 1.139, 1.362, 1.38, 1.172, 1.963, 1.255, 1.162, 1.321, 1.487, 1.119, 0.872, 1.162, 1.48, 1.79, 1.34, 0.583, 1.234, 0.578, 1.157, 1.204, 1.272, 0.502, 1.45, 0.602, 1.271, 1.305, 1.828, 1.421, 1.453, 1.492, 0.715, 0.597, 0.68, 0.66, 0.602, 1.24, 0.575, 1.612, 0.906, 2.08, 0.771, 0.737]","['Viral Enteritis', 'Methicillin resistant Staphylococcus aureus', 'Herpes zoster with nervous system complications', 'Viral hepatitis', 'Viral hepatitis C', 'Viral warts & HPV', 'Other infectious and parasitic diseases', 'Cancer of mouth', 'Cancer of tongue', 'Cancer of larynx, pharynx, nasal cavities', 'Cancer of oropharynx', 'Cancer of larynx', 'Hx of malignant neoplasm of oral cavity and pharynx', 'Cancer of esophagus', 'Neoplasm of uncertain behavior of breast', 'Thyrotoxicosis with or without goiter', ""Graves' disease"", 'Type 1 diabetes', 'Type 1 diabetes with ketoacidosis', 'Type 1 diabetes with renal manifestations', 'Type 1 diabetes with ophthalmic manifestations', 'Type 2 diabetes', 'Abnormal glucose', 'Diabetic retinopathy', 'Adrenal hyperfunction', 'Delay in sexual development and puberty NEC', 'Iron deficiency anemias', 'Iron deficiency anemias, unspecified or not due to blood loss', 'Non-autoimmune hemolytic anemias', 'Personality disorders', 'Other mental disorder', 'Anterior horn cell disease', 'Multiple sclerosis', 'Lack of coordination', 'Disorders of other cranial nerves', 'Trigeminal nerve disorders [CN5]', 'Complex regional/central pain syndrome', 'Peripheral retinal degenerations', 'Corneal opacity and other disorders of cornea', 'Otitis media and Eustachian tube disorders', 'Sensorineural hearing loss', 'Cardiac pacemaker/device in situ', 'Abnormal function study of cardiovascular system', 'Cerebral atherosclerosis', 'Peripheral vascular disease, unspecified', 'Arterial embolism and thrombosis of lower extremity artery', 'Bacterial pneumonia', 'Acute bronchitis and bronchiolitis', 'Pneumonitis due to inhalation of food or vomitus', 'Idiopathic fibrosing alveolitis', 'Respiratory failure', 'Other diseases of lung', 'Respiratory abnormalities', 'Diseases of the salivary glands', 'Disturbance of salivary secretion', 'Stricture and stenosis of esophagus', 'Peptic ulcer, site unspecified', 'Dysphagia', 'Ulcerative colitis (chronic)', 'Chronic liver disease and cirrhosis', 'Other chronic nonalcoholic liver disease', 'Cirrhosis of liver without mention of alcohol', 'Other disorders of gallbladder', 'Nephrotic syndrome without mention of glomerulonephritis', 'Other disorders of testis', 'Inflammatory diseases of female pelvic organs', 'Inflammatory disease of cervix, vagina, and vulva', 'Prurigo and Lichen', 'Psoriasis and related disorders', 'Psoriasis', 'Psoriasis vulgaris', 'Diffuse diseases of connective tissue', 'Systemic sclerosis', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Polymyalgia Rheumatica', 'Displacement of intervertebral disc', 'Other acquired deformities of limbs', 'Kyphosis (acquired)', 'Osteoarthrosis', 'Stress fracture', 'Genitourinary congenital anomalies', 'Congenital anomalies of urinary system']",1 -DRB1_0901,1,5,"[0.005696, 0.02359, 0.02669, 0.03603, 0.01917, 0.02008, 0.03617, 0.04562, 0.03308, 0.02571, 0.00423, 0.00473, 0.03377, 0.007133, 0.01134, 0.02984, 0.0349, 0.009619, 0.01265, 0.00364, 0.04865, 0.0199, 0.01941, 0.04971, 0.03281, 0.01002, 0.0367, 0.04265, 0.04281, 0.004377, 0.02201, 0.04124, 0.02132, 0.04071, 0.0373, 0.02569, 0.00647, 0.0213, 0.009345, 0.004165, 0.02455, 0.005974, 0.0007585, 0.006067]","[2.985, 1.477, 1.503, 0.226, 3.415, 3.455, 0.472, 0.405, 0.578, 0.649, 0.592, 0.586, 0.621, 0.403, 2.949, 1.925, 1.422, 2.262, 2.695, 3.176, 0.76, 1.376, 1.78, 0.248, 1.231, 3.346, 1.434, 0.552, 2.225, 3.101, 2.338, 1.762, 1.897, 1.958, 2.969, 1.472, 0.488, 0.1, 0.787, 1.62, 0.363, 0.35, 2.66, 3.822]","['Candidiasis of skin and nails', 'Colorectal cancer', 'Colon cancer', 'Myeloid leukemia', 'Benign neoplasm of adrenal gland', 'Precocious sexual development and puberty NEC', 'Disorders of magnesium metabolism', 'Disorders of phosphorus metabolism', 'Fluid overload', 'Acute posthemorrhagic anemia', 'Purpura and other hemorrhagic conditions', 'Thrombocytopenia', 'Lymphadenitis', 'Swelling, mass, or lump in head and neck [Space-occupying lesion, intracranial NOS]', 'Schizophrenia', 'Essential tremor', 'Hereditary and idiopathic peripheral neuropathy', 'Retinal vascular changes and abnomalities', 'Ectropion or entropion', 'Arterial embolism and thrombosis of lower extremity artery', 'Acute upper respiratory infections of multiple or unspecified sites', 'Asthma', 'Pneumonitis due to inhalation of food or vomitus', 'Diseases of the jaws', 'GERD', 'Impaction of intestine', 'Other symptoms involving abdomen and pelvis', 'Calculus of kidney', 'Other disorders of testis', 'Inflammatory disease of breast', 'Need for Hormone replacement therapy (postmenopausal)', 'Dyschromia and Vitiligo', 'Other dyschromia', 'Systemic sclerosis', 'Hallux rigidus', 'Osteoarthrosis, generalized', 'Symptoms and disorders of the joints', 'Joint effusions', 'Pain in joint', 'Muscle weakness', 'Fracture of radius and ulna', 'Dislocation', 'Urticaria', 'Diaper or napkin rash']",1 -DRB1_1101,1,5,"[0.0006908, 0.01655, 0.03973, 0.03072, 0.02771, 4.833e-05, 0.01381, 0.02493, 0.0348, 0.02721, 0.04859, 0.0405, 0.000232, 0.03125, 0.0445, 0.03481, 0.02774, 0.003095, 0.006411, 0.04762, 0.006126, 0.01463, 0.02382, 0.03893, 0.03505, 0.03752, 0.04954, 0.04306, 0.02448, 0.004002, 0.04932, 0.0367, 0.03293, 0.02286, 0.002248, 0.01239, 0.003377, 0.01693, 0.04354, 0.0242, 0.02396, 0.02725, 0.0005566, 0.01981, 0.008057, 0.04642, 0.02592, 0.02016, 0.03161, 0.02392, 0.01083, 0.01269, 0.02547, 0.01305, 0.03108, 0.04284, 0.009178, 0.02094, 0.0266, 0.00236, 0.008602, 0.02668, 0.0413, 0.008207, 0.01176, 0.01882]","[0.215, 0.44, 1.876, 1.395, 1.517, 2.326, 0.635, 1.578, 2.211, 1.579, 1.462, 0.891, 0.445, 0.214, 0.237, 0.119, 0.531, 1.988, 2.28, 0.539, 1.392, 1.561, 1.867, 1.268, 0.854, 0.583, 0.73, 1.257, 0.48, 1.877, 1.46, 0.293, 1.199, 0.698, 0.704, 0.732, 0.639, 0.491, 0.639, 1.255, 1.137, 1.239, 1.349, 0.189, 2.309, 1.949, 0.32, 1.467, 1.477, 1.466, 0.772, 0.747, 0.788, 0.76, 0.784, 1.493, 2.185, 2.109, 1.888, 2.432, 1.408, 1.435, 0.777, 0.676, 0.522, 1.919]","['Chronic hepatitis', 'Hepatitis NOS', 'Malignant neoplasm of retroperitoneum and peritoneum', 'Cervical cancer and dysplasia', 'Cervical intraepithelial neoplasia [CIN] [Cervical dysplasia]', 'Cancer of other female genital organs', 'Myeloproliferative disease', 'Lymphoid leukemia, chronic', 'Neuroendocrine tumors', 'Hemangioma and lymphangioma, any site', 'Other disorders of thyroid', 'Diabetes mellitus', 'Type 1 diabetes', 'Type 1 diabetes with ketoacidosis', 'Type 1 diabetes with renal manifestations', 'Type 1 diabetes with ophthalmic manifestations', 'Hypoglycemia', 'Pituitary hypofunction', 'Diabetes insipidus', 'Hyperglyceridemia', 'Disorders of magnesium metabolism', 'Hyperosmolality and/or hypernatremia', 'Congenital coagulation defects', 'Other conditions of brain, NOS', 'Cataract', 'Blindness and low vision', 'Carditis', 'Acute pharyngitis', 'Paralysis/spasm of vocal cords or larynx', 'Cystic fibrosis', 'Ulcerative colitis', 'Ulceration of the lower GI tract', 'Diverticulosis and diverticulitis', 'Anal and rectal conditions', 'Chronic liver disease and cirrhosis', 'Other chronic nonalcoholic liver disease', 'Cirrhosis of liver without mention of alcohol', 'Primary biliary cirrhosis', 'Liver replaced by transplant', 'Blood in stool', 'Other symptoms/disorders or the urinary system', 'Dysuria', 'Frequency of urination and polyuria', 'Inflammatory disease of breast', 'Noninflammatory disorders of vulva and perineum', 'Dysplasia of female genital organs', 'Diabetes or abnormal glucose tolerance complicating pregnancy', 'Cellulitis and abscess of fingers/toes', 'Sarcoidosis', 'Acne', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Other arthropathies', 'Arthropathy NOS', 'Osteoarthrosis, localized, primary', 'Nervous system congenital anomalies', 'Neural tube defects', 'Spina bifida', 'Cramp of limb', 'Symptoms involving nervous and musculoskeletal systems', 'Abnormal Papanicolaou smear of cervix and cervical HPV', 'Papanicolaou smear of cervix or vagina with atypical squamous cells', 'Fracture of upper limb', 'Open wounds of extremities', 'Certain early complications of trauma or procedure', 'Poisoning by water, mineral, and uric acid metabolism drugs']",1 -DRB1_1104,1,5,"[0.02874, 0.001081, 0.02033, 0.02214, 0.036, 0.01799, 0.02289, 0.0421, 0.005568, 0.04138, 0.03767, 0.03255, 0.03757, 0.03136, 0.04807, 0.02478, 0.02029, 0.0219, 0.0192, 0.04772, 0.01315, 0.02253, 0.04494, 0.04301, 0.02315, 0.04998, 0.02102, 0.001043, 0.01521, 0.005557, 0.03365, 0.01306, 0.00393, 0.03465, 0.02199, 0.0002876, 0.01814, 0.04071, 0.03061, 0.04642, 6.604e-05, 0.03952, 0.02982, 0.004101, 0.03863, 0.03369, 0.04569, 0.0372, 0.000262, 0.003752, 0.02783, 0.04604]","[0.371, 0.445, 1.936, 2.5, 1.747, 1.64, 1.586, 1.546, 0.318, 0.304, 1.448, 0.721, 0.752, 0.741, 0.441, 2.22, 2.76, 1.628, 2.295, 0.591, 2.096, 0.779, 0.133, 1.388, 0.832, 0.848, 0.751, 0.503, 0.594, 0.37, 1.791, 3.121, 1.884, 1.666, 1.909, 4.761, 0.75, 0.609, 0.745, 0.526, 2.674, 0.231, 0.701, 0.553, 0.703, 0.69, 0.437, 1.527, 4.094, 0.588, 0.826, 0.313]","['Herpes zoster', 'Candidiasis', 'Malignant neoplasm of liver, primary', 'Malignant neoplasm of retroperitoneum and peritoneum', 'Cervical intraepithelial neoplasia [CIN] [Cervical dysplasia]', 'Cancer of other female genital organs', 'Benign neoplasm of brain and other parts of nervous system', 'Benign neoplasm of brain, cranial nerves, meninges', 'Type 1 diabetes', 'Hypoglycemia', 'Disorders of magnesium metabolism', 'Coagulation defects', 'Thrombocytopenia', 'Abnormal movement', 'Disorders of other cranial nerves', 'Nonrheumatic pulmonary valve disorders', 'Acute pericarditis', 'Secondary/extrinsic cardiomyopathies', 'Subarachnoid hemorrhage', 'Late effects of cerebrovascular disease', 'Atherosclerosis of aorta', 'Acute upper respiratory infections of multiple or unspecified sites', 'Bronchitis', 'Pulmonary congestion and hypostasis', 'Diseases of esophagus', 'Esophagitis, GERD and related diseases', 'Dysphagia', 'Chronic liver disease and cirrhosis', 'Other chronic nonalcoholic liver disease', 'Liver abscess and sequelae of chronic liver disease', 'Urinary obstruction', 'Chronic prostatitis', 'Ovarian cyst', 'Other perinatal conditions of fetus or newborn', 'Respiratory conditions of fetus and newborn', 'Hemorrhage of fetus or newborn', 'Superficial cellulitis and abscess', 'Cellulitis and abscess of leg, except foot', 'Rash and other nonspecific skin eruption', 'Lupus (localized and systemic)', 'Systemic sclerosis', 'Arthropathy associated with infections', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Other arthropathies', 'Arthropathy NOS', 'Acquired toe deformities', 'Congenital anomalies of urinary system', 'Congenital deformities of feet', 'Myalgia and myositis unspecified', 'Fever of unknown origin', 'Fracture of unspecified part of femur']",1 -DRB1_1201,1,6,"[0.03234, 0.04372, 0.04566, 0.03122, 0.008779, 0.002368, 0.008581, 0.03071, 0.01023, 0.0001824, 0.03169, 0.03279, 0.0008442, 0.0102, 0.01964, 0.04784, 0.03612, 0.04273, 0.03888, 0.03066, 0.04303, 0.04633, 0.001895, 0.02287, 0.0121, 0.04775, 0.04847, 0.0285, 0.02206, 0.03328, 0.03482, 0.03119, 0.006725, 0.01665, 0.00691, 0.02148, 0.02849, 0.04712, 0.04392, 0.03511, 0.04405, 0.01352, 0.0008613, 0.0002581, 0.01811, 0.01174, 0.02313, 0.005243, 0.004317, 0.0005303, 0.02233, 0.01906, 0.0318, 0.04875, 0.001894]","[2.479, 0.577, 0.488, 2.103, 2.482, 3.69, 4.084, 1.557, 1.924, 3.732, 0.484, 0.442, 1.631, 1.548, 1.353, 1.822, 2.647, 1.57, 1.914, 2.73, 1.598, 2.183, 2.473, 2.639, 2.522, 1.309, 1.582, 2.135, 2.461, 0.342, 1.306, 1.33, 1.944, 1.941, 2.429, 2.916, 2.055, 2.332, 1.64, 3.014, 3.385, 2.38, 3.493, 5.42, 2.529, 1.608, 3.281, 3.751, 2.53, 3.147, 2.896, 2.991, 0.378, 0.246, 2.244]","['Viral hepatitis B', 'Cancer of larynx, pharynx, nasal cavities', 'Radiotherapy', 'Lymphosarcoma', 'Other endocrine disorders', 'Nonspecific abnormal results of other endocrine function study', 'Precocious sexual development and puberty NEC', 'severe protein-calorie malnutrition', 'Adult failure to thrive', 'Disorders of iron metabolism', 'Disorders involving the immune mechanism', 'Immunity deficiency', 'Iron deficiency anemias', 'Iron deficiency anemias, unspecified or not due to blood loss', 'Encounter for long-term (current) use of anticoagulants', 'Hemorrhagic disorder due to intrinsic circulating anticoagulants', 'Schizophrenia', 'Extrapyramidal disease and abnormal movement disorders', 'Essential tremor', 'Myoclonus', 'Abnormal involuntary movements', 'Nonrheumatic tricuspid valve disorders', 'Cardiac arrest and ventricular fibrillation', 'Ventricular fibrillation and flutter', 'Cardiac arrest', 'Hypotension', 'Other disorders of circulatory system', 'Other alveolar and parietoalveolar pneumonopathy', 'Idiopathic fibrosing alveolitis', 'Stomatitis and mucositis', 'Dysphagia', 'Abdominal hernia', 'Peritonitis and retroperitoneal infections', 'Other disorders of peritoneum', 'Peritoneal adhesions (postoperative) (postinfection)', 'Other disorders of gallbladder', 'Nonspecific abnormal findings in stool contents', 'Hydrocele', 'Genital prolapse', 'Vaginal enterocele, congenital or acquired', 'Antepartum hemorrhage, abruptio placentae, and placenta previa', 'Hypertension complicating pregnancy, childbirth, and the puerperium', 'Diabetes or abnormal glucose tolerance complicating pregnancy', 'Perinatal disorders of digestive system', 'Dermatomyositis', 'Acquired foot deformities', 'Hallux rigidus', 'Congenital deformities of feet', 'Chromosomal anomalies and genetic disorders', 'Chromosomal anomalies', 'Muscular wasting and disuse atrophy', 'Hypothermia/Chills', 'Abnormal Papanicolaou smear of cervix and cervical HPV', 'Papanicolaou smear of cervix or vagina with atypical squamous cells', 'Systemic inflammatory response syndrome (SIRS)']",1 -DRB1_1401,1,5,"[0.0048, 0.03293, 0.02678, 0.003534, 0.02384, 0.04789, 0.04819, 0.008226, 0.02712, 0.04334, 0.02495, 0.01835, 0.03469, 0.01945, 0.04052, 0.01769, 0.0112, 0.005852, 0.04266, 0.01408, 0.02863, 0.02271, 0.01518, 0.04032, 0.02104, 0.04489, 0.02476, 0.02609, 0.02486, 0.01499, 0.04843, 0.02544, 0.04192, 0.02689, 0.03349, 0.04129, 0.01415, 0.03579, 0.004818, 0.041, 0.01346, 0.04465, 0.02999]","[0.194, 0.62, 2.581, 0.609, 0.484, 0.784, 0.704, 0.302, 0.326, 0.132, 1.367, 2.28, 3.058, 1.45, 0.68, 1.909, 1.526, 1.655, 0.717, 0.551, 2.549, 0.39, 0.705, 0.632, 0.582, 0.813, 0.74, 0.472, 2.619, 3.171, 2.634, 3.463, 0.775, 2.164, 2.707, 2.922, 0.47, 0.72, 2.406, 2.429, 3.268, 0.311, 0.408]","['Type 1 diabetes', 'Insulin pump user', 'Hypoparathyroidism', 'Disorders of mineral metabolism', 'Disorders of magnesium metabolism', 'Hypovolemia', 'Iron deficiency anemias', 'Other deficiency anemia', 'Megaloblastic anemia', 'Other vitamin B12 deficiency anemia', 'Altered mental status', 'Psychogenic and somatoform disorders', 'Cerebral cysts', 'Abnormality of gait', 'Disorders of refraction and accommodation; blindness and low vision', 'Strabismus (not specified as paralytic)', 'Otitis media', 'Suppurative and unspecified otitis media', 'Cardiomegaly', 'Hemorrhoids', 'Pneumonia due to fungus (mycoses)', 'Respiratory insufficiency', 'Gastrointestinal hemorrhage', 'Blood in stool', 'Other symptoms involving abdomen and pelvis', 'Renal failure', 'Chronic renal failure [CKD]', 'Hydronephrosis', 'Symptoms involving female genital tract', 'Early onset of delivery', 'Hematological disorders of newborn', 'Neonatal bradycardia or tachycardia', 'Degenerative skin conditions and other dermatoses', 'Other specified diseases of sebaceous glands', 'Intervertebral disc disorder with myelopathy', 'Other and unspecified disc disorder', 'Synovitis and tenosynovitis', 'Osteopenia or other disorder of bone and cartilage', 'Congenital anomalies of face and neck', 'Congenital anomalies of skull and face bones', 'Upper gastrointestinal congenital anomalies', 'Cystic kidney disease', 'Complications of transplants and reattached limbs']",1 +A_1101,3,3,"[0.01448, 0.04594, 0.01426, 0.04562, 0.02806, 0.02649, 0.02936, 0.02745, 0.0006192, 0.01517, 0.03765, 0.02086, 0.0254, 0.02924, 0.01256, 0.01668, 0.002567, 0.005494, 0.03188, 0.005317, 0.04404, 0.03636, 0.008226, 0.02386, 0.02684, 0.04645, 0.04032, 0.0279, 0.02706, 0.03409, 0.03533, 0.004182, 0.04443, 0.04285, 0.001203, 0.0145, 0.03533, 0.01711, 0.02084, 0.02108, 0.01306, 0.034, 0.0002546, 0.0006584, 0.04201, 0.00922, 0.03705, 0.01803, 0.02254, 0.04777, 0.02318, 0.0336, 0.007248, 0.04888, 0.00407, 0.04739, 0.01937, 0.01282, 0.04809, 0.04362, 0.04007, 0.01651, 0.02374, 0.02872, 0.04278, 0.003431, 0.0267, 0.004954, 0.03962, 0.001739, 0.00326, 0.01049, 0.01488, 0.02492, 0.02477, 0.02529, 0.01178, 0.03499]","[1.353, 1.311, 1.754, 1.234, 1.126, 1.246, 1.473, 0.108, 0.526, 0.087, 0.294, 0.098, 0.753, 0.678, 1.992, 1.243, 1.761, 1.53, 1.633, 1.196, 1.149, 1.192, 1.431, 1.255, 1.593, 0.676, 0.712, 1.587, 1.226, 2.008, 1.585, 1.331, 1.319, 0.453, 1.701, 1.711, 1.57, 1.308, 1.219, 1.583, 1.6, 1.549, 1.269, 1.289, 1.213, 1.162, 1.388, 1.887, 0.49, 1.137, 1.284, 1.199, 1.28, 0.746, 2.4, 1.569, 1.864, 1.244, 0.751, 0.741, 0.611, 0.417, 0.354, 0.276, 2.159, 0.66, 1.562, 2.183, 1.564, 2.422, 1.193, 1.112, 1.191, 0.732, 0.681, 1.498, 1.225, 1.206]","['Viral hepatitis', 'Viral hepatitis C', 'Malignant neoplasm of small intestine, including duodenum', 'Manlignant and unknown neoplasms of brain and nervous system', 'Secondary malignant neoplasm', 'Secondary malignant neoplasm of liver', 'Lipoma', 'Other benign neoplasm of connective and other soft tissue', 'Type 1 diabetes', 'Type 1 diabetes with ketoacidosis', 'Type 1 diabetes with ophthalmic manifestations', 'Type 1 diabetes with neurological manifestations', 'Type 2 diabetes with renal manifestations', 'Diabetic retinopathy', 'Cachexia', 'Acid-base balance disorder', 'Alkalosis', 'Abnormal weight gain', 'Deficiency anemias', 'Encounter for long-term (current) use of anticoagulants', 'Purpura and other hemorrhagic conditions', 'Elevated white blood cell count', 'Bipolar', 'Major depressive disorder', 'Suicidal ideation or attempt', 'Generalized convulsive epilepsy', 'Partial epilepsy', 'Other and unspecified disorders of the nervous system', 'Abnormality of gait', 'Hereditary retinal dystrophies', 'Mitral valve stenosis and aortic valve stenosis', 'Angina pectoris', 'Secondary/extrinsic cardiomyopathies', 'Second degree AV block', 'Left bundle branch block', 'Cardiac arrest', 'Subdural hemorrhage', 'Late effects of cerebrovascular disease', 'Atherosclerosis', 'Atherosclerosis of aorta', 'Other disorders of arteries and arterioles', 'Phlebitis and thrombophlebitis of lower extremities', 'Hypotension', 'Hypotension NOS', 'Empyema and pneumothorax', 'Pleurisy; pleural effusion', 'Stricture and stenosis of esophagus', 'Disorders of esophageal motility', 'Gastric ulcer', 'Dysphagia', 'Other intestinal obstruction', 'Chronic liver disease and cirrhosis', 'Other chronic nonalcoholic liver disease', 'Nonspecific elevation of levels of transaminase or lactic acid dehydrogenase [LDH]', 'Other disorders of prostate', 'Noninflammatory disorders of vagina', 'Cutaneous lupus erythematosus', 'Other hypertrophic and atrophic conditions of skin', 'Osteomyelitis, periostitis, and other infections involving bone', 'Osteomyelitis', 'Chronic osteomyelitis', 'Pyogenic arthritis', 'Arthropathy associated with other disorders classified elsewhere', 'Arthropathy associated with neurological disorders', 'Osteochondropathies', 'Other specified osteoporosis', 'Digestive congenital anomalies', 'Obstructive genitourinary defect', 'Symptoms of the muscles', 'Rhabdomyolysis', 'Edema', 'Abdominal pain', 'Syncope and collapse', 'Fracture of vertebral column without mention of spinal cord injury', 'Complications of transplants and reattached limbs', 'Poisoning by agents primarily affecting the cardiovascular system', 'Sepsis and SIRS', 'Sepsis']",1 +A_3001,2,3,"[0.04842, 0.03211, 0.004077, 0.008785, 0.01421, 0.008931, 0.02222, 0.02627, 0.0001506, 0.01032, 0.02126, 0.02292, 0.04807, 0.02215, 0.01877, 0.01888, 0.01475, 0.007459, 0.03907, 0.02516, 0.04673, 0.01566, 0.0006592, 0.0469, 0.02671, 0.01484, 0.04037, 0.007604, 3.452e-05, 0.02281, 0.001246, 0.001363, 0.006703, 0.0446, 0.00222, 0.02202, 0.0117, 0.003996, 0.03834, 0.01108, 0.04475, 0.02627, 0.009273, 0.01084, 0.02206, 0.01036, 0.008723, 0.01587, 0.04379, 0.04268, 0.01332, 0.01261, 0.01762, 0.005303, 0.01841, 0.03898, 0.01389, 0.03903, 0.04318, 0.03894, 0.001256, 0.007866]","[0.571, 1.481, 3.863, 1.669, 2.473, 1.555, 1.679, 1.401, 1.945, 3.865, 0.262, 1.913, 0.138, 1.987, 2.078, 1.448, 1.619, 2.164, 1.572, 2.581, 1.503, 1.78, 3.548, 2.005, 1.624, 1.335, 2.395, 1.697, 1.875, 3.287, 3.684, 2.081, 1.987, 2.536, 3.364, 2.452, 3.25, 2.891, 2.406, 0.459, 0.134, 1.265, 1.56, 2.963, 3.381, 1.675, 1.759, 1.617, 2.209, 2.878, 1.576, 2.526, 2.066, 3.718, 1.989, 1.712, 1.983, 1.857, 1.885, 1.769, 2.02, 1.595]","['Dermatophytosis', 'Cancer of larynx, pharynx, nasal cavities', 'Cancer of nasopharynx', 'Cancer of larynx', 'Cancer of other female genital organs', 'Cancer of prostate', 'Thyroid cancer', 'Cancer, suspected or other', 'Secondary malignancy of bone', 'Neuroendocrine tumors', 'Type 1 diabetes', 'Failure to thrive (childhood)', 'Psychosis', 'Sleep related movement disorders', 'Macular degeneration (senile) of retina NOS', 'Disorders of refraction and accommodation; blindness and low vision', 'Myopia', 'Blindness and low vision', 'Other disorders of eyelids', 'Disorders of lacrimal system', 'Sinoatrial node dysfunction (Bradycardia)', 'Intracranial hemorrhage', 'Subarachnoid hemorrhage', 'Cerebral atherosclerosis', 'Late effects of cerebrovascular disease', 'Acute upper respiratory infections of multiple or unspecified sites', 'Postnasal drip', 'Bacterial pneumonia', 'Acute bronchitis and bronchiolitis', 'Lung disease due to external agents', 'Apnea', 'Abnormal sputum', 'Hemoptysis', 'Other diseases of respiratory system, NEC', 'Periodontitis (acute or chronic)', 'Other diseases of the teeth and supporting structures', 'Loss of teeth or edentulism', 'Temporomandibular joint disorders', 'Peritoneal or intestinal adhesions', 'Ascites (non malignant)', 'Cystitis', 'Other symptoms/disorders or the urinary system', 'Dysuria', 'Oliguria and anuria', 'Other disorders of prostate', 'Benign mammary dysplasias', 'Cystic mastopathy', 'Other nonmalignant breast conditions', 'Other signs and symptoms in breast', 'Noninflammatory disorders of vulva and perineum', 'Disorders of menstruation and other abnormal bleeding from female genital tract', 'Absent or infrequent menstruation', 'Postmenopausal bleeding', 'Premature menopause and other ovarian failure', 'Ovarian cyst', 'Systemic lupus erythematosus', 'Psoriasis vulgaris', 'Acne', 'Acquired spondylolisthesis', 'Fracture of foot', 'Fracture of radius and ulna', 'Adverse drug events and drug allergies']",1 +C_0102,2,2,"[0.02669, 0.02583, 0.01437, 0.01521, 0.01547, 0.00402, 0.008084, 0.0174, 0.03383, 0.04488, 0.00928, 0.02935, 0.02127, 0.007339, 0.01387, 0.007455, 0.00483, 0.002952, 0.001588, 0.00126, 0.01458, 0.03283, 0.003206, 0.02585, 0.0212, 0.03057, 0.02083, 0.009496, 0.03289, 0.03731, 0.03557, 0.03515, 0.0471, 0.02422, 0.0388, 0.01037, 0.01211, 0.02146, 0.006131, 0.04977, 0.007753, 0.0171, 0.0395, 0.01776, 0.02644, 0.02816, 0.03937, 0.04986, 0.01708, 0.02994, 0.005309, 0.02405, 0.03721, 0.03206, 0.01116, 0.0322, 0.005214, 0.01045, 0.0364, 0.006414, 0.003206, 0.03858, 0.04963, 0.02573, 0.02976, 0.01938, 0.03792, 0.0006103, 0.02337, 0.01648, 0.002324, 0.03352, 0.03728, 0.001296, 0.0034, 0.03683, 0.004909, 1.416e-11, 0.03096, 0.03498, 0.02263, 0.04698, 0.008973]","[1.359, 1.423, 1.48, 2.734, 1.377, 2.303, 1.647, 0.34, 0.755, 0.767, 0.268, 2.447, 1.817, 1.439, 1.588, 1.793, 1.772, 1.18, 1.22, 1.284, 1.206, 0.749, 2.117, 1.321, 1.418, 1.192, 2.6, 1.48, 0.697, 1.712, 0.705, 1.327, 1.389, 1.257, 1.764, 1.876, 2.116, 1.3, 1.962, 0.139, 1.441, 1.893, 1.5, 1.317, 1.307, 1.23, 1.193, 1.262, 0.444, 1.956, 1.965, 1.913, 1.664, 1.528, 1.742, 1.207, 1.661, 1.201, 1.346, 1.515, 1.568, 2.102, 0.369, 1.783, 0.719, 0.664, 0.528, 2.731, 0.669, 1.952, 2.745, 1.711, 2.129, 2.926, 2.415, 2.361, 1.828, 7.062, 0.575, 0.613, 0.564, 1.697, 2.588]","['Intestinal infection', 'Bacterial enteritis', 'Intestinal infection due to C. difficile', 'Tuberculosis', 'Viral infection', ""Althete's foot"", 'Mycoses', 'Cancer of liver and intrahepatic bile duct', 'Cancer within the respiratory system', 'Cancer of bronchus; lung', 'Squamous cell carcinoma', ""Cushing's syndrome"", 'Other endocrine disorders', 'Lack of normal physiological development', 'Failure to thrive (childhood)', 'Delayed milestones', 'Lack of normal physiological development, unspecified', 'Disorders of fluid, electrolyte, and acid-base balance', 'Electrolyte imbalance', 'Hypopotassemia', 'Hypovolemia', 'Lymphadenitis', 'Polycythemia, secondary', 'Delirium dementia and amnestic and other cognitive disorders', 'Dementias', 'Neurological disorders', 'Mild cognitive impairment', 'Memory loss', 'Adjustment reaction', 'Disorders of the autonomic nervous system', 'Migraine', 'Epilepsy', 'Partial epilepsy', 'Other peripheral nerve disorders', 'Nerve root and plexus disorders', 'Astigmatism', 'Hypermetropia', 'Inflammation of the eye', 'Uveitis, noninfectious or NOS', 'Otorrhea', 'Rheumatic disease of the heart valves', 'Mitral valve disease', 'Disease of tricuspid valve', 'Other forms of chronic heart disease', 'Chronic pulmonary heart disease', 'Cardiomegaly', 'Tachycardia NOS', 'Heart failure with reduced EF [Systolic or combined heart failure]', 'Abnormal function study of cardiovascular system', 'Subarachnoid hemorrhage', 'Atherosclerosis of aorta', 'Giant cell arteritis', 'Other disorders of arteries and arterioles', 'Varicose veins', 'Varicose veins of lower extremity', 'Hypotension', 'Orthostatic hypotension', 'Pneumonia', 'Chronic bronchitis', 'Diseases of hard tissues of teeth', 'Dental caries', 'Ulcer of esophagus', 'Calculus of bile duct', 'Secondary hyperparathyroidism (of renal origin)', 'Urinary calculus', 'Calculus of kidney', 'Calculus of ureter', 'Oliguria and anuria', 'Other nonmalignant breast conditions', 'Endometriosis', 'Dyspareunia', 'Symptomatic artificial menopause', 'Hemorrhage during pregnancy; childbirth and postpartum', 'Hematological disorders of newborn', 'Hyperhidrosis', 'Unspecified diffuse connective tissue disease', 'Other inflammatory spondylopathies', 'Ankylosing spondylitis', 'Kyphoscoliosis and scoliosis', 'Dermatitis due to solar radiation', 'Chronic dermatitis due to solar radiation', 'Poisoning by antibiotics', 'Allergy/adverse effect of penicillin']",1 +C_1601,4,0,"[0.02922, 0.006956, 0.002869, 0.003017, 0.01423, 0.02477, 0.00627, 0.001406, 0.003861, 0.01209, 0.0312, 0.04996, 0.0421, 0.04857, 0.02443, 0.03868, 0.01542, 0.02112, 0.01444, 0.04539, 0.02155, 0.02213, 0.01122, 0.04445, 0.02709, 0.02782, 0.03488, 0.02148, 0.04384, 0.03915, 0.0194, 0.009797, 0.0308, 0.0214, 0.03198, 0.01388, 0.02785, 0.02425, 0.04563, 0.01419, 0.0103, 0.007221, 0.03656, 0.001283, 0.04905, 0.03615, 0.0347, 0.01159, 0.006324, 0.02901, 0.02776, 0.03476, 0.001142, 0.00163, 0.007149, 0.03586, 0.03375, 0.02679, 0.0412, 0.04184, 0.007598, 0.04006, 0.04374, 0.0179, 0.02777, 0.03682, 0.03917, 0.04545, 0.03798, 0.01731, 0.0333, 0.04537, 0.04441, 0.02203, 0.0239, 0.0437, 0.04436, 0.008835, 0.01008, 0.006095, 0.02364, 0.03148, 0.003534, 0.005388, 0.02171, 0.02052, 0.04486, 0.03566, 0.01138, 0.0478, 0.03358, 0.01329, 0.0437, 0.02795, 0.03063]","[0.211, 0.538, 0.635, 0.627, 1.665, 1.542, 0.802, 0.735, 0.392, 0.774, 0.54, 1.359, 1.375, 0.737, 1.41, 2.351, 0.473, 0.473, 0.584, 0.867, 0.879, 0.879, 0.819, 1.209, 1.503, 0.708, 0.724, 0.816, 0.52, 0.419, 0.611, 2.016, 0.769, 0.695, 0.492, 0.445, 0.491, 0.73, 0.789, 0.874, 0.868, 0.681, 0.791, 0.651, 0.816, 1.444, 0.838, 0.673, 0.86, 0.767, 0.836, 0.839, 0.775, 0.768, 0.641, 0.755, 0.34, 0.725, 0.303, 0.684, 1.404, 1.639, 0.709, 0.627, 1.73, 1.289, 0.873, 1.456, 1.667, 1.292, 0.439, 0.308, 0.739, 0.262, 1.851, 1.884, 0.558, 0.41, 0.417, 0.793, 0.77, 0.754, 0.689, 0.697, 0.579, 0.765, 0.787, 1.404, 0.807, 0.509, 0.833, 1.625, 0.814, 0.452, 2.452]","['Viral Enteritis', 'Viral warts & HPV', 'Dermatophytosis / Dermatomycosis', 'Dermatophytosis', 'Cancer of esophagus', 'Cancer of stomach', 'Skin cancer', 'Other non-epithelial cancer of skin', 'Basal cell carcinoma', 'Neoplasm of uncertain behavior of skin', 'Malignant neoplasm of uterus', 'Cancer of bladder', 'Malignant neoplasm of bladder', 'Secondary malignancy of bone', 'Myeloproliferative disease', 'Neuroendocrine tumors', 'Benign neoplasm of uterus', 'Uterine leiomyoma', 'Thyrotoxicosis with or without goiter', 'Hypothyroidism', 'Disorders of lipoid metabolism', 'Hyperlipidemia', 'Hypercholesterolemia', 'Coagulation defects', 'Abnormal coagulation profile', 'Swelling, mass, or lump in head and neck [Space-occupying lesion, intracranial NOS]', 'Major depressive disorder', 'Anxiety disorder', 'Posttraumatic stress disorder', 'Speech and language disorder', 'Lack of coordination', 'Complex regional/central pain syndrome', 'Other retinal disorders', 'Degeneration of macula and posterior pole of retina', 'Macular degeneration, dry', 'Macular degeneration (senile) of retina NOS', 'Blindness and low vision', 'Other disorders of eye', 'Nonrheumatic mitral valve disorders', 'Hypertension', 'Essential hypertension', 'Other hypertensive complications', 'Myocardial infarction', 'Other chronic ischemic heart disease, unspecified', 'Cardiomegaly', 'Pericarditis', 'Cardiac conduction disorders', 'Abnormal electrocardiogram [ECG] [EKG]', 'Cardiac dysrhythmias', 'Paroxysmal tachycardia, unspecified', 'Atrial fibrillation and flutter', 'Atrial fibrillation', 'Congestive heart failure; nonhypertensive', 'Congestive heart failure (CHF) NOS', 'Heart failure NOS', 'Heart failure with reduced EF [Systolic or combined heart failure]', 'Vascular insufficiency of intestine', 'Diseases of the larynx and vocal cords', 'Chronic laryngitis', 'Voice disturbance', 'Bacterial pneumonia', 'Pseudomonal pneumonia', 'Chronic bronchitis', 'Obstructive chronic bronchitis', 'Cystic fibrosis', 'Pulmonary insufficiency or respiratory failure following trauma and surgery', 'GERD', 'Stricture and stenosis of esophagus', 'Microscopic hematuria', 'Dysuria', 'Disorders of penis', 'Redundant prepuce and phimosis/BXO', 'Erectile dysfunction [ED]', 'Mastodynia', 'Uterine/Uterovaginal prolapse', 'Problems associated with amniotic cavity and membranes', 'Respiratory conditions of fetus and newborn', 'Erythematosquamous dermatosis', 'Seborrheic dermatitis', 'Degenerative skin conditions and other dermatoses', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Other arthropathies', 'Arthropathy NOS', 'Polymyalgia Rheumatica', 'Spondylosis and allied disorders', 'Spondylosis without myelopathy', 'Displacement of intervertebral disc', 'Osteoarthrosis NOS', 'Derangement of joint, non-traumatic', 'Osteoporosis', 'Musculoskeletal symptoms referable to limbs', 'Syncope and collapse', 'Fracture of unspecified part of femur', 'Postoperative shock']",1 +DPB1_1001,3,0,"[0.00567, 0.03547, 0.006552, 0.01695, 0.01551, 0.008316, 0.01257, 0.007433, 0.006419, 0.03179, 0.008479, 0.02812, 0.01756, 0.01085, 0.01938, 0.004905, 0.004453, 0.02871, 0.001782, 0.01271, 0.02187, 0.009872, 0.01151, 0.02783, 0.006322, 0.008626, 0.002887, 0.01674, 0.04988, 0.01066, 0.001418, 0.007978, 0.009369, 0.01231, 0.01487, 0.01549, 0.01048, 0.03031, 0.02664, 0.009939, 0.044, 0.03986, 0.003777, 0.001048, 0.0234, 0.00217, 0.0382, 0.04312, 0.04861, 0.0142, 0.009741, 0.008298, 0.003345, 0.02459, 0.03242, 0.005556, 0.0007649]","[1.544, 1.806, 1.58, 1.566, 1.6, 1.929, 1.701, 1.791, 2.472, 3.109, 2.538, 0.453, 0.3, 1.31, 1.603, 2.206, 1.995, 1.541, 0.592, 2.194, 1.817, 1.486, 1.716, 1.308, 1.518, 2.861, 3.689, 2.002, 0.827, 2.355, 2.778, 1.991, 1.575, 1.577, 1.421, 1.438, 1.298, 2.357, 2.403, 3.042, 0.63, 2.135, 1.703, 1.673, 1.447, 2.559, 1.535, 2.228, 1.355, 2.095, 2.622, 2.274, 0.569, 2.62, 0.844, 3.321, 3.552]","['Postoperative infection', 'Cervical intraepithelial neoplasia [CIN] [Cervical dysplasia]', 'Manlignant and unknown neoplasms of brain and nervous system', 'Cancer of brain and nervous system', 'Cancer of brain', 'Lymphoid leukemia, acute', 'Benign neoplasm of brain and other parts of nervous system', 'Benign neoplasm of brain, cranial nerves, meninges', 'Adrenal hyperfunction', 'Hyperaldosteronism', 'Polycystic ovaries', 'Other deficiency anemia', 'Megaloblastic anemia', 'Neurological disorders', 'Aphasia/speech disturbance', 'Aphasia', 'Attention deficit hyperactivity disorder', 'Develomental delays and disorders', 'Tobacco use disorder', 'Disorders of the autonomic nervous system', 'Hemiplegia', 'Other conditions of brain', 'Cerebral edema and compression of brain', 'Abnormal movement', 'Abnormality of gait', 'Chorioretinal inflammations, scars, and other disorders of choroid', 'Chorioretinal scars', 'Ptosis of eyelid', 'Ischemic Heart Disease', 'First degree AV block', 'Second degree AV block', 'Left bundle branch block', 'Occlusion of cerebral arteries', 'Cerebral artery occlusion, with cerebral infarction', 'Cerebral ischemia', 'Transient cerebral ischemia', 'Acute upper respiratory infections of multiple or unspecified sites', 'Lung transplant', 'Periodontitis (acute or chronic)', 'Temporomandibular joint disorder, unspecified', 'Ascites (non malignant)', 'Cholelithiasis with other cholecystitis', 'Renal dialysis', 'End stage renal disease', 'Kidney replaced by transpant', 'Other signs and symptoms in breast', 'Genital prolapse', 'Polyp of corpus uteri', 'Chronic ulcer of skin', 'Chronic ulcer of unspecified site', 'Other specified diffuse diseases of connective tissue', 'Juvenile rheumatoid arthritis', 'Other disorders of synovium, tendon, and bursa', 'Symptoms involving nervous and musculoskeletal systems', 'Abdominal pain', 'Concussion', 'Infusion and transfusion reaction']",1 +DQA1_0401,4,1,"[0.01425, 0.01218, 0.04499, 0.0352, 0.003467, 0.003961, 0.00717, 0.02009, 0.01533, 0.03819, 0.03275, 0.003954, 0.01113, 0.002551, 0.01035, 0.02763, 0.02301, 0.03094, 0.03742, 0.03863, 0.003822, 0.003344, 0.00252, 0.002467, 0.009886, 0.04518, 0.03831, 0.03851, 0.03448, 0.03031, 0.004923, 0.03299, 0.007362, 0.006328, 0.03521, 0.006425, 0.04938, 0.03574, 4.934e-06, 1.7e-05, 0.02666, 0.04714, 0.04129, 0.03683, 0.002527, 0.02409, 0.0255, 0.01757, 0.04062, 0.01906, 0.04983, 0.01202, 0.04895, 0.003259, 3.834e-08, 0.02007, 0.03513, 0.02346, 0.0125, 0.04318, 0.03361, 0.04589, 0.01054, 0.01516, 0.02978, 0.01506, 0.04895, 7.085e-11, 0.0204, 0.04651, 0.04766, 0.01334, 0.04025, 0.03888, 0.01295, 0.04917, 0.0004058, 0.04555, 0.0186]","[1.451, 1.812, 1.958, 0.757, 0.656, 0.66, 1.411, 1.476, 1.534, 1.448, 1.465, 2.107, 1.429, 1.574, 1.506, 1.403, 1.671, 1.802, 2.489, 1.523, 1.572, 1.646, 1.799, 3.245, 2.895, 1.129, 1.355, 1.385, 1.463, 2.405, 2.489, 1.483, 1.481, 2.846, 1.423, 1.66, 1.655, 2.207, 2.247, 2.707, 2.463, 1.297, 2.06, 2.329, 1.51, 0.495, 1.659, 1.845, 1.302, 1.39, 0.318, 1.655, 1.742, 1.768, 2.852, 1.591, 1.607, 1.22, 1.369, 1.631, 1.756, 0.504, 2.283, 2.383, 0.76, 0.744, 0.511, 3.941, 0.682, 1.486, 0.852, 1.727, 2.289, 0.126, 0.519, 1.833, 4.027, 0.677, 0.406]","['E. coli', 'Chronic hepatitis', ""Althete's foot"", 'Breast cancer', 'Breast cancer [female]', 'Malignant neoplasm of female breast', 'Cancer of urinary organs (incl. kidney and bladder)', 'Cancer of kidney and renal pelvis', 'Malignant neoplasm of kidney, except pelvis', 'Cancer of bladder', 'Malignant neoplasm of bladder', 'Malignant neoplasm of other urinary organs', 'Manlignant and unknown neoplasms of brain and nervous system', 'Cancer of brain and nervous system', 'Cancer of brain', 'Radiotherapy', ""Graves' disease"", 'Acquired hypothyroidism', ""Cushing's syndrome"", 'Failure to thrive (childhood)', 'Disorders of protein plasma/amino-acid transport and metabolism', 'Disorders of plasma protein metabolism', 'Paraproteinemia', 'Crystal arthropathies', 'Chondrocalcinosis', 'Disorders of fluid, electrolyte, and acid-base balance', 'Disorders involving the immune mechanism', 'Immunity deficiency', 'Iron deficiency anemia secondary to blood loss (chronic)', 'Spontaneous ecchymoses', 'Diseases of spleen', 'Schizophrenia and other psychotic disorders', 'Substance addiction and disorders', 'Hypersomnia', 'Other cerebral degenerations', 'Hydrocephalus', 'Other demyelinating diseases of central nervous system', 'Nonspecific abnormal findings on radiological and other examination of skull and head', 'Disorders of other cranial nerves', 'Trigeminal nerve disorders [CN5]', 'Nystagmus and other irregular eye movements', 'Chronic pulmonary heart disease', 'Chronic pericarditis', 'Supraventricular premature beats', 'Heart failure with preserved EF [Diastolic heart failure]', 'Abdominal aortic aneurysm', 'Chronic venous insufficiency [CVI]', 'Bronchitis', 'Other diseases of respiratory system, not elsewhere classified', 'Symptoms involving respiratory system and other chest symptoms', 'Reflux esophagitis', 'Esophageal bleeding (varices/hemorrhage)', 'Gastroparesis', 'Other disorders of stomach and duodenum', 'Primary biliary cirrhosis', 'Portal hypertension', 'Splenomegaly', 'Chronic renal failure [CKD]', 'Chronic Kidney Disease, Stage III', 'Stricture/obstruction of ureter', 'Gross hematuria', 'Inflammatory diseases of prostate', 'Congenital anomalies of skin', 'Prurigo and Lichen', 'Actinic keratosis', 'Seborrheic keratosis', 'Acne', 'Juvenile rheumatoid arthritis', 'Enthesopathy', 'Stiffness of joint', 'Osteoporosis, osteopenia and pathological fracture', 'Musculoskeletal symptoms referable to limbs', 'Pallor and flushing', 'Fracture of clavicle or scapula', 'Hemorrhage or hematoma complicating a procedure', 'Allergic reaction to food', 'Postoperative shock', 'Poisoning by primarily systemic agents', 'Systemic inflammatory response syndrome (SIRS)']",1 +DQB1_0402,3,1,"[0.02416, 0.02, 0.02235, 0.03045, 0.01378, 0.04267, 0.01468, 0.04771, 0.02098, 0.01606, 0.003684, 0.01815, 0.02932, 0.01196, 0.02212, 0.02011, 0.009787, 0.02904, 0.03209, 0.02999, 0.01065, 0.01367, 0.006943, 0.03507, 0.02034, 0.0429, 0.01425, 0.003036, 0.01583, 0.04611, 0.0004905, 0.002167, 0.03458, 0.01181, 0.04664, 0.0172, 0.02057, 0.01473, 0.02763, 0.04755, 0.03598, 0.01834, 0.02629, 0.03825, 0.04088, 0.04734, 0.03295, 0.04819, 0.04855, 0.01812, 0.002383, 0.03141, 2.788e-08, 0.04217, 0.0428, 0.008452, 0.03136, 0.008793, 0.03325, 0.01329, 0.0452, 0.0299, 0.01016, 1.029e-10, 0.0292, 0.02046, 0.01317, 0.006935, 0.02384, 0.00879, 0.04097, 0.03778, 0.006816]","[1.433, 0.712, 0.716, 2.162, 1.396, 1.435, 1.566, 1.453, 1.917, 1.428, 1.582, 1.49, 1.672, 1.987, 1.471, 1.531, 1.708, 1.656, 2.559, 1.333, 1.465, 1.487, 2.49, 2.331, 1.437, 2.634, 1.523, 1.764, 2.484, 2.598, 1.968, 2.211, 1.813, 2.785, 1.371, 2.15, 1.403, 1.481, 0.621, 0.616, 0.504, 1.727, 2.307, 1.432, 1.515, 0.593, 0.118, 1.718, 1.363, 1.948, 1.835, 0.337, 2.967, 1.477, 1.205, 1.542, 1.446, 0.304, 2.231, 2.3, 0.814, 0.748, 0.718, 4.054, 1.323, 1.6, 0.809, 1.837, 0.54, 3.183, 0.651, 0.732, 0.256]","['E. coli', 'Breast cancer [female]', 'Malignant neoplasm of female breast', 'Neoplasm of uncertain behavior of breast', 'Cancer of urinary organs (incl. kidney and bladder)', 'Cancer of kidney and renal pelvis', 'Malignant neoplasm of kidney, except pelvis', 'Malignant neoplasm of bladder', 'Malignant neoplasm of other urinary organs', 'Manlignant and unknown neoplasms of brain and nervous system', 'Cancer of brain and nervous system', 'Cancer of brain', ""Graves' disease"", 'Acquired hypothyroidism', 'Disorders of protein plasma/amino-acid transport and metabolism', 'Disorders of plasma protein metabolism', 'Paraproteinemia', 'Gouty arthropathy', 'Crystal arthropathies', 'Hyperpotassemia', 'Disorders involving the immune mechanism', 'Immunity deficiency', 'Diseases of spleen', 'Hallucinations', 'Substance addiction and disorders', 'Encephalitis, non-infectious', 'Other cerebral degenerations', 'Hydrocephalus', 'Nonspecific abnormal findings on radiological and other examination of skull and head', 'Nonspecific abnormal findings in cerebrospinal fluid', 'Disorders of other cranial nerves', 'Trigeminal nerve disorders [CN5]', 'Uveitis, noninfectious or NOS', 'Nystagmus and other irregular eye movements', 'Impacted cerumen', ""Meniere's disease"", 'Heart failure with preserved EF [Diastolic heart failure]', 'Atherosclerosis of the extremities', 'Other aneurysm', 'Aortic aneurysm', 'Abdominal aortic aneurysm', 'Chronic venous insufficiency [CVI]', 'Encounter for long-term (current) use of antiplatelets/antithrombotics', 'Other disorders of circulatory system', 'Circulatory disease NEC', 'Dental caries', 'Reflux esophagitis', 'Gastritis and duodenitis, NOS', 'Disorders of function of stomach', 'Gastroparesis', 'Other disorders of stomach and duodenum', 'Ulcerative colitis', 'Primary biliary cirrhosis', 'Nephritis and nephropathy without mention of glomerulonephritis', 'Chronic renal failure [CKD]', 'Chronic Kidney Disease, Stage IV', 'Disorders resulting from impaired renal function', 'Inflammatory diseases of prostate', 'Benign neoplasm of breast', 'Congenital anomalies of skin', 'Degenerative skin conditions and other dermatoses', 'Actinic keratosis', 'Seborrheic keratosis', 'Juvenile rheumatoid arthritis', 'Symptoms and disorders of the joints', 'Stiffness of joint', 'Osteoporosis, osteopenia and pathological fracture', 'Musculoskeletal symptoms referable to limbs', 'Hemorrhage or hematoma complicating a procedure', 'Postoperative shock', 'Poisoning by primarily systemic agents', 'Sepsis and SIRS', 'Systemic inflammatory response syndrome (SIRS)']",1 +DRB1_0801,3,1,"[0.03644, 0.0303, 0.04963, 0.02706, 0.03551, 0.005426, 0.006054, 0.02862, 0.02307, 0.02163, 0.008247, 0.01266, 0.03375, 0.01624, 0.03931, 0.02789, 0.03048, 0.003683, 0.004922, 0.001675, 0.01981, 0.01046, 0.04439, 0.01103, 0.04454, 0.02724, 0.0232, 0.02803, 0.04879, 0.004068, 0.01662, 0.01838, 0.0006412, 0.00617, 0.03556, 0.04981, 0.01806, 0.04512, 0.009426, 0.03236, 0.02008, 0.01964, 0.009819, 0.04181, 0.03934, 0.03494, 0.03745, 0.02912, 0.04915, 0.008785, 0.02932, 0.008857, 0.004396, 2.725e-09, 0.01986, 0.01389, 0.03237, 0.02489, 0.02059, 0.01961, 0.002712, 0.02554, 1.875e-11, 0.02537, 0.02523, 0.01389, 0.04044, 0.0023, 0.002632, 0.00387, 0.0428, 0.02366, 0.03077, 0.002627, 0.01806]","[1.436, 1.796, 0.694, 0.628, 0.725, 0.627, 0.63, 2.274, 1.392, 1.533, 1.662, 2.069, 1.406, 1.515, 1.688, 1.819, 1.441, 1.653, 1.701, 1.943, 1.758, 3.075, 2.604, 1.318, 1.353, 0.568, 2.676, 2.269, 2.334, 1.591, 3.146, 3.094, 2.03, 2.165, 1.706, 1.732, 2.797, 1.404, 1.495, 1.452, 2.097, 0.567, 1.871, 1.459, 1.823, 1.397, 0.543, 0.512, 0.139, 2.055, 1.436, 2.147, 1.842, 3.319, 1.437, 2.27, 1.909, 1.573, 1.514, 0.346, 2.744, 2.188, 4.503, 0.447, 1.8, 2.277, 0.128, 1.497, 1.861, 1.974, 0.433, 0.5, 2.061, 3.78, 0.304]","['E. coli', 'Chronic hepatitis', 'Colorectal cancer', 'Colon cancer', 'Breast cancer', 'Breast cancer [female]', 'Malignant neoplasm of female breast', 'Neoplasm of uncertain behavior of breast', 'Cancer of urinary organs (incl. kidney and bladder)', 'Cancer of kidney and renal pelvis', 'Malignant neoplasm of kidney, except pelvis', 'Malignant neoplasm of other urinary organs', 'Manlignant and unknown neoplasms of brain and nervous system', 'Cancer of brain and nervous system', ""Graves' disease"", 'Diabetes type 2 with peripheral circulatory disorders', 'Lack of normal physiological development', 'Disorders of protein plasma/amino-acid transport and metabolism', 'Disorders of plasma protein metabolism', 'Paraproteinemia', 'Gouty arthropathy', 'Crystal arthropathies', 'Chondrocalcinosis', 'Disorders of mineral metabolism', 'Disorders of calcium/phosphorus metabolism', 'Pancytopenia', 'Spontaneous ecchymoses', 'Diseases of spleen', 'Hallucinations', 'Substance addiction and disorders', 'Encephalitis, non-infectious', 'Nonspecific abnormal findings in cerebrospinal fluid', 'Disorders of other cranial nerves', 'Trigeminal nerve disorders [CN5]', 'Retinal detachments and defects', 'Ptosis of eyelid', 'Nystagmus and other irregular eye movements', 'Impacted cerumen', 'Heart failure with preserved EF [Diastolic heart failure]', 'Atherosclerosis of the extremities', 'Atherosclerosis of native arteries of the extremities with ulceration or gangrene', 'Other aneurysm', 'Chronic venous insufficiency [CVI]', 'Other disorders of circulatory system', 'Bronchitis', 'Symptoms involving respiratory system and other chest symptoms', 'Diseases of hard tissues of teeth', 'Dental caries', 'Reflux esophagitis', 'Gastritis and duodenitis, NOS', 'Disorders of function of stomach', 'Gastroparesis', 'Other disorders of stomach and duodenum', 'Primary biliary cirrhosis', 'Abnormal results of function study of liver', 'Cholelithiasis with other cholecystitis', 'Calculus of bile duct', 'Nephritis and nephropathy without mention of glomerulonephritis', 'Chronic Kidney Disease, Stage IV', 'Inflammatory diseases of prostate', 'Congenital anomalies of skin', 'Arthropathy associated with other disorders classified elsewhere', 'Juvenile rheumatoid arthritis', 'Polymyalgia Rheumatica', 'Postlaminectomy syndrome', 'Bursitis disorders', 'Ganglion and cyst of synovium, tendon, and bursa', 'Symptoms and disorders of the joints', 'Stiffness of joint', 'Musculoskeletal symptoms referable to limbs', 'Fracture of humerus', 'Hemorrhage or hematoma complicating a procedure', 'Allergic reaction to food', 'Postoperative shock', 'Systemic inflammatory response syndrome (SIRS)']",1 +DRB1_1101,4,2,"[0.0006908, 0.01655, 0.03973, 0.03072, 0.02771, 4.833e-05, 0.01381, 0.02493, 0.0348, 0.02721, 0.04859, 0.0405, 0.000232, 0.03125, 0.0445, 0.03481, 0.02774, 0.003095, 0.006411, 0.04762, 0.006126, 0.01463, 0.02382, 0.03893, 0.03505, 0.03752, 0.04954, 0.04306, 0.02448, 0.004002, 0.04932, 0.0367, 0.03293, 0.02286, 0.002248, 0.01239, 0.003377, 0.01693, 0.04354, 0.0242, 0.02396, 0.02725, 0.0005566, 0.01981, 0.008057, 0.04642, 0.02592, 0.02016, 0.03161, 0.02392, 0.01083, 0.01269, 0.02547, 0.01305, 0.03108, 0.04284, 0.009178, 0.02094, 0.0266, 0.00236, 0.008602, 0.02668, 0.0413, 0.008207, 0.01176, 0.01882]","[0.215, 0.44, 1.876, 1.395, 1.517, 2.326, 0.635, 1.578, 2.211, 1.579, 1.462, 0.891, 0.445, 0.214, 0.237, 0.119, 0.531, 1.988, 2.28, 0.539, 1.392, 1.561, 1.867, 1.268, 0.854, 0.583, 0.73, 1.257, 0.48, 1.877, 1.46, 0.293, 1.199, 0.698, 0.704, 0.732, 0.639, 0.491, 0.639, 1.255, 1.137, 1.239, 1.349, 0.189, 2.309, 1.949, 0.32, 1.467, 1.477, 1.466, 0.772, 0.747, 0.788, 0.76, 0.784, 1.493, 2.185, 2.109, 1.888, 2.432, 1.408, 1.435, 0.777, 0.676, 0.522, 1.919]","['Chronic hepatitis', 'Hepatitis NOS', 'Malignant neoplasm of retroperitoneum and peritoneum', 'Cervical cancer and dysplasia', 'Cervical intraepithelial neoplasia [CIN] [Cervical dysplasia]', 'Cancer of other female genital organs', 'Myeloproliferative disease', 'Lymphoid leukemia, chronic', 'Neuroendocrine tumors', 'Hemangioma and lymphangioma, any site', 'Other disorders of thyroid', 'Diabetes mellitus', 'Type 1 diabetes', 'Type 1 diabetes with ketoacidosis', 'Type 1 diabetes with renal manifestations', 'Type 1 diabetes with ophthalmic manifestations', 'Hypoglycemia', 'Pituitary hypofunction', 'Diabetes insipidus', 'Hyperglyceridemia', 'Disorders of magnesium metabolism', 'Hyperosmolality and/or hypernatremia', 'Congenital coagulation defects', 'Other conditions of brain, NOS', 'Cataract', 'Blindness and low vision', 'Carditis', 'Acute pharyngitis', 'Paralysis/spasm of vocal cords or larynx', 'Cystic fibrosis', 'Ulcerative colitis', 'Ulceration of the lower GI tract', 'Diverticulosis and diverticulitis', 'Anal and rectal conditions', 'Chronic liver disease and cirrhosis', 'Other chronic nonalcoholic liver disease', 'Cirrhosis of liver without mention of alcohol', 'Primary biliary cirrhosis', 'Liver replaced by transplant', 'Blood in stool', 'Other symptoms/disorders or the urinary system', 'Dysuria', 'Frequency of urination and polyuria', 'Inflammatory disease of breast', 'Noninflammatory disorders of vulva and perineum', 'Dysplasia of female genital organs', 'Diabetes or abnormal glucose tolerance complicating pregnancy', 'Cellulitis and abscess of fingers/toes', 'Sarcoidosis', 'Acne', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Other arthropathies', 'Arthropathy NOS', 'Osteoarthrosis, localized, primary', 'Nervous system congenital anomalies', 'Neural tube defects', 'Spina bifida', 'Cramp of limb', 'Symptoms involving nervous and musculoskeletal systems', 'Abnormal Papanicolaou smear of cervix and cervical HPV', 'Papanicolaou smear of cervix or vagina with atypical squamous cells', 'Fracture of upper limb', 'Open wounds of extremities', 'Certain early complications of trauma or procedure', 'Poisoning by water, mineral, and uric acid metabolism drugs']",1 +DRB1_1201,3,2,"[0.03234, 0.04372, 0.04566, 0.03122, 0.008779, 0.002368, 0.008581, 0.03071, 0.01023, 0.0001824, 0.03169, 0.03279, 0.0008442, 0.0102, 0.01964, 0.04784, 0.03612, 0.04273, 0.03888, 0.03066, 0.04303, 0.04633, 0.001895, 0.02287, 0.0121, 0.04775, 0.04847, 0.0285, 0.02206, 0.03328, 0.03482, 0.03119, 0.006725, 0.01665, 0.00691, 0.02148, 0.02849, 0.04712, 0.04392, 0.03511, 0.04405, 0.01352, 0.0008613, 0.0002581, 0.01811, 0.01174, 0.02313, 0.005243, 0.004317, 0.0005303, 0.02233, 0.01906, 0.0318, 0.04875, 0.001894]","[2.479, 0.577, 0.488, 2.103, 2.482, 3.69, 4.084, 1.557, 1.924, 3.732, 0.484, 0.442, 1.631, 1.548, 1.353, 1.822, 2.647, 1.57, 1.914, 2.73, 1.598, 2.183, 2.473, 2.639, 2.522, 1.309, 1.582, 2.135, 2.461, 0.342, 1.306, 1.33, 1.944, 1.941, 2.429, 2.916, 2.055, 2.332, 1.64, 3.014, 3.385, 2.38, 3.493, 5.42, 2.529, 1.608, 3.281, 3.751, 2.53, 3.147, 2.896, 2.991, 0.378, 0.246, 2.244]","['Viral hepatitis B', 'Cancer of larynx, pharynx, nasal cavities', 'Radiotherapy', 'Lymphosarcoma', 'Other endocrine disorders', 'Nonspecific abnormal results of other endocrine function study', 'Precocious sexual development and puberty NEC', 'severe protein-calorie malnutrition', 'Adult failure to thrive', 'Disorders of iron metabolism', 'Disorders involving the immune mechanism', 'Immunity deficiency', 'Iron deficiency anemias', 'Iron deficiency anemias, unspecified or not due to blood loss', 'Encounter for long-term (current) use of anticoagulants', 'Hemorrhagic disorder due to intrinsic circulating anticoagulants', 'Schizophrenia', 'Extrapyramidal disease and abnormal movement disorders', 'Essential tremor', 'Myoclonus', 'Abnormal involuntary movements', 'Nonrheumatic tricuspid valve disorders', 'Cardiac arrest and ventricular fibrillation', 'Ventricular fibrillation and flutter', 'Cardiac arrest', 'Hypotension', 'Other disorders of circulatory system', 'Other alveolar and parietoalveolar pneumonopathy', 'Idiopathic fibrosing alveolitis', 'Stomatitis and mucositis', 'Dysphagia', 'Abdominal hernia', 'Peritonitis and retroperitoneal infections', 'Other disorders of peritoneum', 'Peritoneal adhesions (postoperative) (postinfection)', 'Other disorders of gallbladder', 'Nonspecific abnormal findings in stool contents', 'Hydrocele', 'Genital prolapse', 'Vaginal enterocele, congenital or acquired', 'Antepartum hemorrhage, abruptio placentae, and placenta previa', 'Hypertension complicating pregnancy, childbirth, and the puerperium', 'Diabetes or abnormal glucose tolerance complicating pregnancy', 'Perinatal disorders of digestive system', 'Dermatomyositis', 'Acquired foot deformities', 'Hallux rigidus', 'Congenital deformities of feet', 'Chromosomal anomalies and genetic disorders', 'Chromosomal anomalies', 'Muscular wasting and disuse atrophy', 'Hypothermia/Chills', 'Abnormal Papanicolaou smear of cervix and cervical HPV', 'Papanicolaou smear of cervix or vagina with atypical squamous cells', 'Systemic inflammatory response syndrome (SIRS)']",1 diff --git a/outputs/clusters/SNP_cluster_2.csv b/outputs/clusters/SNP_cluster_2.csv index 1d5931a..423ee2a 100644 --- a/outputs/clusters/SNP_cluster_2.csv +++ b/outputs/clusters/SNP_cluster_2.csv @@ -1,10 +1,18 @@ snp,x,y,p_values,odds_ratios,phenotypes,cluster -A_1101,2,0,"[0.01448, 0.04594, 0.01426, 0.04562, 0.02806, 0.02649, 0.02936, 0.02745, 0.0006192, 0.01517, 0.03765, 0.02086, 0.0254, 0.02924, 0.01256, 0.01668, 0.002567, 0.005494, 0.03188, 0.005317, 0.04404, 0.03636, 0.008226, 0.02386, 0.02684, 0.04645, 0.04032, 0.0279, 0.02706, 0.03409, 0.03533, 0.004182, 0.04443, 0.04285, 0.001203, 0.0145, 0.03533, 0.01711, 0.02084, 0.02108, 0.01306, 0.034, 0.0002546, 0.0006584, 0.04201, 0.00922, 0.03705, 0.01803, 0.02254, 0.04777, 0.02318, 0.0336, 0.007248, 0.04888, 0.00407, 0.04739, 0.01937, 0.01282, 0.04809, 0.04362, 0.04007, 0.01651, 0.02374, 0.02872, 0.04278, 0.003431, 0.0267, 0.004954, 0.03962, 0.001739, 0.00326, 0.01049, 0.01488, 0.02492, 0.02477, 0.02529, 0.01178, 0.03499]","[1.353, 1.311, 1.754, 1.234, 1.126, 1.246, 1.473, 0.108, 0.526, 0.087, 0.294, 0.098, 0.753, 0.678, 1.992, 1.243, 1.761, 1.53, 1.633, 1.196, 1.149, 1.192, 1.431, 1.255, 1.593, 0.676, 0.712, 1.587, 1.226, 2.008, 1.585, 1.331, 1.319, 0.453, 1.701, 1.711, 1.57, 1.308, 1.219, 1.583, 1.6, 1.549, 1.269, 1.289, 1.213, 1.162, 1.388, 1.887, 0.49, 1.137, 1.284, 1.199, 1.28, 0.746, 2.4, 1.569, 1.864, 1.244, 0.751, 0.741, 0.611, 0.417, 0.354, 0.276, 2.159, 0.66, 1.562, 2.183, 1.564, 2.422, 1.193, 1.112, 1.191, 0.732, 0.681, 1.498, 1.225, 1.206]","['Viral hepatitis', 'Viral hepatitis C', 'Malignant neoplasm of small intestine, including duodenum', 'Manlignant and unknown neoplasms of brain and nervous system', 'Secondary malignant neoplasm', 'Secondary malignant neoplasm of liver', 'Lipoma', 'Other benign neoplasm of connective and other soft tissue', 'Type 1 diabetes', 'Type 1 diabetes with ketoacidosis', 'Type 1 diabetes with ophthalmic manifestations', 'Type 1 diabetes with neurological manifestations', 'Type 2 diabetes with renal manifestations', 'Diabetic retinopathy', 'Cachexia', 'Acid-base balance disorder', 'Alkalosis', 'Abnormal weight gain', 'Deficiency anemias', 'Encounter for long-term (current) use of anticoagulants', 'Purpura and other hemorrhagic conditions', 'Elevated white blood cell count', 'Bipolar', 'Major depressive disorder', 'Suicidal ideation or attempt', 'Generalized convulsive epilepsy', 'Partial epilepsy', 'Other and unspecified disorders of the nervous system', 'Abnormality of gait', 'Hereditary retinal dystrophies', 'Mitral valve stenosis and aortic valve stenosis', 'Angina pectoris', 'Secondary/extrinsic cardiomyopathies', 'Second degree AV block', 'Left bundle branch block', 'Cardiac arrest', 'Subdural hemorrhage', 'Late effects of cerebrovascular disease', 'Atherosclerosis', 'Atherosclerosis of aorta', 'Other disorders of arteries and arterioles', 'Phlebitis and thrombophlebitis of lower extremities', 'Hypotension', 'Hypotension NOS', 'Empyema and pneumothorax', 'Pleurisy; pleural effusion', 'Stricture and stenosis of esophagus', 'Disorders of esophageal motility', 'Gastric ulcer', 'Dysphagia', 'Other intestinal obstruction', 'Chronic liver disease and cirrhosis', 'Other chronic nonalcoholic liver disease', 'Nonspecific elevation of levels of transaminase or lactic acid dehydrogenase [LDH]', 'Other disorders of prostate', 'Noninflammatory disorders of vagina', 'Cutaneous lupus erythematosus', 'Other hypertrophic and atrophic conditions of skin', 'Osteomyelitis, periostitis, and other infections involving bone', 'Osteomyelitis', 'Chronic osteomyelitis', 'Pyogenic arthritis', 'Arthropathy associated with other disorders classified elsewhere', 'Arthropathy associated with neurological disorders', 'Osteochondropathies', 'Other specified osteoporosis', 'Digestive congenital anomalies', 'Obstructive genitourinary defect', 'Symptoms of the muscles', 'Rhabdomyolysis', 'Edema', 'Abdominal pain', 'Syncope and collapse', 'Fracture of vertebral column without mention of spinal cord injury', 'Complications of transplants and reattached limbs', 'Poisoning by agents primarily affecting the cardiovascular system', 'Sepsis and SIRS', 'Sepsis']",2 -A_6801,3,1,"[0.01038, 0.03367, 0.04367, 0.003079, 0.008909, 0.002357, 0.01483, 0.0301, 0.01696, 0.01687, 0.03707, 0.0186, 0.03045, 0.02552, 0.01488, 0.0028, 0.004194, 0.01387, 0.0004335, 0.002091, 0.04749, 0.03212, 0.003879, 0.04661, 0.02119, 0.01356, 0.03572, 0.04462, 0.01344, 0.01897, 0.02627, 0.028, 0.01902, 0.03245, 0.03994, 0.04336, 0.01974, 0.02929, 0.02234, 0.03181, 0.02722, 0.01134, 0.03447, 0.04257, 0.01092, 0.0248, 0.03625, 0.0251, 0.005101, 0.004854, 0.02947, 0.03675, 0.02333, 0.0278, 0.03868, 0.02359, 0.03498, 0.02793, 0.04534, 0.0074, 0.002246, 0.008721, 0.04697, 0.003725, 0.00387, 0.01043, 0.03936, 0.03726, 0.002488, 0.04456, 0.02699, 0.01537, 0.01438, 0.01336, 0.04776, 0.03575, 0.04805, 0.01713, 0.01672, 0.02664, 0.03353, 0.01851, 0.02961, 0.02695, 0.04629, 0.03256, 0.02121, 0.04822, 0.02375, 0.007441, 0.03976, 0.01577, 0.02745, 0.03428, 0.03445, 0.03748, 0.034, 0.02775]","[2.039, 0.645, 0.521, 1.891, 2.261, 1.469, 1.449, 1.589, 0.48, 1.934, 1.63, 1.877, 1.267, 0.631, 0.176, 1.554, 1.85, 2.784, 1.488, 1.644, 1.953, 1.412, 1.461, 1.696, 1.309, 1.353, 0.224, 0.239, 0.792, 0.745, 1.373, 1.831, 1.911, 1.938, 1.127, 1.125, 1.247, 1.263, 1.723, 1.326, 1.637, 2.139, 2.244, 1.464, 1.761, 1.82, 1.446, 1.298, 1.376, 1.436, 1.248, 1.341, 1.555, 2.315, 1.231, 1.358, 1.252, 1.973, 1.32, 1.459, 1.584, 1.411, 1.28, 1.245, 1.217, 1.265, 1.194, 1.305, 1.716, 0.133, 1.143, 1.164, 1.173, 1.458, 1.302, 0.722, 1.146, 0.398, 1.589, 1.457, 0.741, 0.468, 0.551, 0.534, 0.689, 1.934, 2.19, 1.266, 1.272, 1.339, 0.476, 1.779, 1.205, 1.731, 0.441, 1.16, 2.244, 2.037]","['Viral Enteritis', 'Cancer of mouth', 'Cancer of tongue', 'Simple and unspecified goiter', 'Abnormal results of function study of thyroid', 'Type 2 diabetes with neurological manifestations', 'Polyneuropathy in diabetes', 'Gouty arthropathy', 'Hypocalcemia', 'Dysmetabolic syndrome X', 'Other vitamin B12 deficiency anemia', 'Polycythemia, secondary', 'Other specified nonpsychotic and/or transient mental disorders', 'Develomental delays and disorders', 'Mental retardation', 'Extrapyramidal disease and abnormal movement disorders', 'Essential tremor', 'Nonspecific abnormal findings in cerebrospinal fluid', 'Other conditions of brain', 'Cerebral edema and compression of brain', 'Coma', 'Encephalopathy, not elsewhere classified', 'Other conditions of brain, NOS', 'Other and unspecified disorders of the nervous system', 'Hereditary and idiopathic peripheral neuropathy', 'Glaucoma', 'Other disorders of tympanic membrane', 'Perforation of tympanic membrane', 'Hearing loss', 'Sensorineural hearing loss', 'Rheumatic disease of the heart valves', 'Mitral valve disease', 'Nonrheumatic tricuspid valve disorders', 'Nonrheumatic pulmonary valve disorders', 'Hypertension', 'Essential hypertension', 'Hypertensive heart and/or renal disease', 'Hypertensive chronic kidney disease', 'Endocarditis', 'Abnormal electrocardiogram [ECG] [EKG]', 'Cardiac arrest and ventricular fibrillation', 'Ventricular fibrillation and flutter', 'Supraventricular premature beats', 'Symptoms involving cardiovascular system', 'Intracerebral hemorrhage', 'Cerebral aneurysm', 'Acute, but ill-defined cerebrovascular disease', 'Atherosclerosis', 'Peripheral vascular disease', 'Peripheral vascular disease, unspecified', 'Other venous embolism and thrombosis', 'Deep vein thrombosis [DVT]', 'Varicose veins', 'Iatrogenic hypotension', 'Hypotension NOS', 'Acute pharyngitis', 'Chronic sinusitis', 'Postnasal drip', 'Bacterial pneumonia', 'Chronic bronchitis', 'Obstructive chronic bronchitis', 'Pulmonary congestion and hypostasis', 'Empyema and pneumothorax', 'Pleurisy; pleural effusion', 'Pulmonary collapse; interstitial and compensatory emphysema', 'Respiratory failure', 'Other diseases of lung', 'Other symptoms of respiratory system', 'Painful respiration', 'Disorders of tooth development', 'Diseases of esophagus', 'Esophagitis, GERD and related diseases', 'GERD', 'Nonspecific elevation of levels of transaminase or lactic acid dehydrogenase [LDH]', 'Abnormal results of function study of liver', 'Cholelithiasis and cholecystitis', 'Urinary tract infection', 'Postmenopausal bleeding', 'Ovarian cyst', 'Disorder of skin and subcutaneous tissue NOS', 'Erythematous conditions', 'Rosacea', 'Psoriasis and related disorders', 'Psoriasis', 'Diffuse diseases of connective tissue', 'Arthropathy associated with other disorders classified elsewhere', 'Arthropathy associated with neurological disorders', 'Spinal stenosis', 'Spondylosis and allied disorders', 'Spondylosis without myelopathy', 'Bursitis', 'Aseptic necrosis of bone', 'Osteoarthrosis NOS', 'Pathologic fracture of vertebrae', 'Nervous system congenital anomalies', 'Back pain', 'Pallor and flushing', 'Poisoning by water, mineral, and uric acid metabolism drugs']",2 -B_4403,2,1,"[0.01328, 0.04008, 0.003922, 0.002237, 0.01208, 0.008322, 0.01649, 0.006266, 0.009258, 0.002767, 0.009474, 0.0308, 0.04649, 0.03043, 0.02868, 0.009107, 0.01183, 0.02734, 0.04814, 0.04489, 0.03364, 0.01822, 0.03904, 0.04978, 0.01409, 0.00541, 0.02223, 0.03676, 0.009231, 0.04859, 0.03691, 0.03869, 0.03694, 0.02519, 0.03451, 0.02985, 0.04118, 0.02711, 0.02248, 0.01349, 0.03486, 0.03275, 0.01234, 0.04899, 0.01474, 0.02434, 0.04955, 0.0472, 0.001613, 0.01497, 0.01937, 0.03065, 0.04443, 0.02965, 0.0382, 0.02357, 0.0431, 0.03514, 0.04418, 0.02384, 0.03185, 0.04716, 0.01741, 0.04743, 0.03964, 0.03377, 0.0351, 0.0217, 0.02404, 0.04243, 0.02062, 0.01683, 0.001756, 0.001876, 0.0104, 0.02447, 0.01325, 0.04378, 0.04064, 0.0191, 0.01506, 0.01558]","[0.235, 0.688, 0.687, 0.659, 1.534, 1.644, 0.82, 0.493, 0.624, 0.538, 0.698, 1.349, 0.613, 0.56, 1.555, 0.609, 0.487, 0.75, 0.599, 1.185, 1.55, 0.42, 0.738, 0.507, 0.641, 1.994, 0.783, 0.753, 0.482, 0.541, 0.122, 0.856, 0.842, 0.792, 0.569, 0.768, 0.856, 0.898, 0.894, 0.735, 0.883, 0.81, 0.755, 0.837, 0.835, 0.742, 0.818, 0.79, 0.857, 0.788, 0.854, 0.855, 0.458, 0.729, 0.471, 0.749, 0.396, 0.703, 0.758, 0.834, 0.215, 0.892, 1.489, 0.708, 1.156, 0.671, 0.845, 1.251, 0.317, 0.303, 1.744, 2.177, 0.704, 0.7, 0.767, 0.786, 0.516, 0.796, 0.732, 1.739, 1.546, 0.486]","['Viral Enteritis', 'Viral warts & HPV', 'Dermatophytosis / Dermatomycosis', 'Dermatophytosis', 'Cancer of oropharynx', 'Cancer of esophagus', 'Other non-epithelial cancer of skin', 'Basal cell carcinoma', 'Cancer of kidney and renal pelvis', 'Malignant neoplasm of kidney, except pelvis', 'Secondary malignancy of bone', 'Myeloproliferative disease', 'Benign neoplasm of uterus', 'Uterine leiomyoma', 'Benign neoplasm of other endocrine glands and related structures', 'Thyrotoxicosis with or without goiter', ""Graves' disease"", 'Secondary hypothyroidism', 'Other immunological findings', 'Coagulation defects', 'Aphasia', 'Speech and language disorder', 'Substance addiction and disorders', 'Infantile cerebral palsy', 'Lack of coordination', 'Complex regional/central pain syndrome', 'Other retinal disorders', 'Degeneration of macula and posterior pole of retina', 'Macular degeneration (senile) of retina NOS', 'Retinal vascular changes and abnomalities', 'Chorioretinal inflammations, scars, and other disorders of choroid', 'Cataract', 'Senile cataract', 'Disorders of refraction and accommodation; blindness and low vision', 'Blindness and low vision', 'Other disorders of eye', 'Heart valve disorders', 'Hypertension', 'Essential hypertension', 'Other hypertensive complications', 'Ischemic Heart Disease', 'Myocardial infarction', 'Other chronic ischemic heart disease, unspecified', 'Cardiomegaly', 'Cardiac conduction disorders', 'Abnormal electrocardiogram [ECG] [EKG]', 'Cardiac pacemaker/device in situ', 'Cardiac pacemaker in situ', 'Cardiac dysrhythmias', 'Other specified cardiac dysrhythmias', 'Congestive heart failure; nonhypertensive', 'Congestive heart failure (CHF) NOS', 'Vascular insufficiency of intestine', 'Other aneurysm', 'Arteritis NOS', 'Diseases of the larynx and vocal cords', 'Chronic laryngitis', 'Obstructive chronic bronchitis', 'Pulmonary congestion and hypostasis', 'Other diseases of lung', 'Other diseases of respiratory system, NEC', 'GERD', 'Stricture and stenosis of esophagus', 'Peptic ulcer (excl. esophageal)', 'Dysphagia', 'Paralytic ileus', 'Gastrointestinal hemorrhage', 'Dysuria', 'Other disorders of testis', 'Hydrocele', 'Polyp of female genital organs', 'Other complications of pregnancy NEC', 'Other arthropathies', 'Arthropathy NOS', 'Spondylosis and allied disorders', 'Spondylosis without myelopathy', 'Rupture of tendon, nontraumatic', 'Symptoms and disorders of the joints', 'Other specified osteoporosis', 'Other congenital musculoskeletal anomalies', 'Musculoskeletal symptoms referable to limbs', 'Poisoning by agents primarily affecting the cardiovascular system']",2 -C_1601,2,1,"[0.02922, 0.006956, 0.002869, 0.003017, 0.01423, 0.02477, 0.00627, 0.001406, 0.003861, 0.01209, 0.0312, 0.04996, 0.0421, 0.04857, 0.02443, 0.03868, 0.01542, 0.02112, 0.01444, 0.04539, 0.02155, 0.02213, 0.01122, 0.04445, 0.02709, 0.02782, 0.03488, 0.02148, 0.04384, 0.03915, 0.0194, 0.009797, 0.0308, 0.0214, 0.03198, 0.01388, 0.02785, 0.02425, 0.04563, 0.01419, 0.0103, 0.007221, 0.03656, 0.001283, 0.04905, 0.03615, 0.0347, 0.01159, 0.006324, 0.02901, 0.02776, 0.03476, 0.001142, 0.00163, 0.007149, 0.03586, 0.03375, 0.02679, 0.0412, 0.04184, 0.007598, 0.04006, 0.04374, 0.0179, 0.02777, 0.03682, 0.03917, 0.04545, 0.03798, 0.01731, 0.0333, 0.04537, 0.04441, 0.02203, 0.0239, 0.0437, 0.04436, 0.008835, 0.01008, 0.006095, 0.02364, 0.03148, 0.003534, 0.005388, 0.02171, 0.02052, 0.04486, 0.03566, 0.01138, 0.0478, 0.03358, 0.01329, 0.0437, 0.02795, 0.03063]","[0.211, 0.538, 0.635, 0.627, 1.665, 1.542, 0.802, 0.735, 0.392, 0.774, 0.54, 1.359, 1.375, 0.737, 1.41, 2.351, 0.473, 0.473, 0.584, 0.867, 0.879, 0.879, 0.819, 1.209, 1.503, 0.708, 0.724, 0.816, 0.52, 0.419, 0.611, 2.016, 0.769, 0.695, 0.492, 0.445, 0.491, 0.73, 0.789, 0.874, 0.868, 0.681, 0.791, 0.651, 0.816, 1.444, 0.838, 0.673, 0.86, 0.767, 0.836, 0.839, 0.775, 0.768, 0.641, 0.755, 0.34, 0.725, 0.303, 0.684, 1.404, 1.639, 0.709, 0.627, 1.73, 1.289, 0.873, 1.456, 1.667, 1.292, 0.439, 0.308, 0.739, 0.262, 1.851, 1.884, 0.558, 0.41, 0.417, 0.793, 0.77, 0.754, 0.689, 0.697, 0.579, 0.765, 0.787, 1.404, 0.807, 0.509, 0.833, 1.625, 0.814, 0.452, 2.452]","['Viral Enteritis', 'Viral warts & HPV', 'Dermatophytosis / Dermatomycosis', 'Dermatophytosis', 'Cancer of esophagus', 'Cancer of stomach', 'Skin cancer', 'Other non-epithelial cancer of skin', 'Basal cell carcinoma', 'Neoplasm of uncertain behavior of skin', 'Malignant neoplasm of uterus', 'Cancer of bladder', 'Malignant neoplasm of bladder', 'Secondary malignancy of bone', 'Myeloproliferative disease', 'Neuroendocrine tumors', 'Benign neoplasm of uterus', 'Uterine leiomyoma', 'Thyrotoxicosis with or without goiter', 'Hypothyroidism', 'Disorders of lipoid metabolism', 'Hyperlipidemia', 'Hypercholesterolemia', 'Coagulation defects', 'Abnormal coagulation profile', 'Swelling, mass, or lump in head and neck [Space-occupying lesion, intracranial NOS]', 'Major depressive disorder', 'Anxiety disorder', 'Posttraumatic stress disorder', 'Speech and language disorder', 'Lack of coordination', 'Complex regional/central pain syndrome', 'Other retinal disorders', 'Degeneration of macula and posterior pole of retina', 'Macular degeneration, dry', 'Macular degeneration (senile) of retina NOS', 'Blindness and low vision', 'Other disorders of eye', 'Nonrheumatic mitral valve disorders', 'Hypertension', 'Essential hypertension', 'Other hypertensive complications', 'Myocardial infarction', 'Other chronic ischemic heart disease, unspecified', 'Cardiomegaly', 'Pericarditis', 'Cardiac conduction disorders', 'Abnormal electrocardiogram [ECG] [EKG]', 'Cardiac dysrhythmias', 'Paroxysmal tachycardia, unspecified', 'Atrial fibrillation and flutter', 'Atrial fibrillation', 'Congestive heart failure; nonhypertensive', 'Congestive heart failure (CHF) NOS', 'Heart failure NOS', 'Heart failure with reduced EF [Systolic or combined heart failure]', 'Vascular insufficiency of intestine', 'Diseases of the larynx and vocal cords', 'Chronic laryngitis', 'Voice disturbance', 'Bacterial pneumonia', 'Pseudomonal pneumonia', 'Chronic bronchitis', 'Obstructive chronic bronchitis', 'Cystic fibrosis', 'Pulmonary insufficiency or respiratory failure following trauma and surgery', 'GERD', 'Stricture and stenosis of esophagus', 'Microscopic hematuria', 'Dysuria', 'Disorders of penis', 'Redundant prepuce and phimosis/BXO', 'Erectile dysfunction [ED]', 'Mastodynia', 'Uterine/Uterovaginal prolapse', 'Problems associated with amniotic cavity and membranes', 'Respiratory conditions of fetus and newborn', 'Erythematosquamous dermatosis', 'Seborrheic dermatitis', 'Degenerative skin conditions and other dermatoses', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Other arthropathies', 'Arthropathy NOS', 'Polymyalgia Rheumatica', 'Spondylosis and allied disorders', 'Spondylosis without myelopathy', 'Displacement of intervertebral disc', 'Osteoarthrosis NOS', 'Derangement of joint, non-traumatic', 'Osteoporosis', 'Musculoskeletal symptoms referable to limbs', 'Syncope and collapse', 'Fracture of unspecified part of femur', 'Postoperative shock']",2 -DQA1_0101,3,0,"[0.007163, 0.04498, 0.02062, 0.02458, 0.01783, 0.002071, 0.04689, 0.02141, 0.001517, 0.001536, 0.02583, 0.009708, 7.499e-05, 0.02119, 0.02433, 0.01044, 0.0378, 0.01797, 0.01359, 0.04002, 0.002323, 0.02098, 0.0365, 0.02124, 0.02444, 0.04435, 0.02478, 0.03431, 0.03784, 0.038, 0.01665, 0.02528, 0.005559, 0.02426, 6.674e-05, 0.01085, 0.01096, 0.0465, 0.02219, 0.01507, 0.03912, 0.01817, 0.02176, 0.01316, 0.002815, 0.009107, 0.04536, 0.04243, 0.026, 0.04178, 0.008056, 0.04884, 0.04998, 0.03768, 0.001798, 0.01494, 0.01676, 3.611e-08, 5.92e-06, 5.826e-05, 0.04661, 0.008018, 0.003001, 0.03406, 0.04171, 0.03584, 0.004493, 0.04707, 0.02086, 0.02759, 0.02482, 0.03892, 0.03615, 0.04637, 0.0369, 0.0004807, 0.02605, 0.01909, 0.04637]","[0.689, 1.178, 1.326, 1.858, 0.384, 1.454, 1.771, 0.801, 1.555, 0.875, 0.832, 0.891, 0.615, 0.741, 0.744, 1.465, 0.743, 1.634, 0.777, 0.719, 0.627, 0.736, 0.801, 1.313, 1.389, 1.847, 0.55, 0.921, 0.852, 0.746, 0.539, 0.426, 0.408, 1.642, 1.342, 1.246, 1.273, 1.522, 0.734, 0.79, 0.722, 0.447, 1.414, 0.815, 0.783, 0.587, 1.224, 1.716, 1.287, 1.77, 1.62, 0.739, 0.562, 0.863, 0.492, 2.054, 0.459, 1.39, 1.359, 1.944, 1.739, 0.842, 0.751, 1.604, 0.841, 0.757, 0.228, 0.534, 1.614, 0.788, 0.403, 1.464, 0.653, 1.186, 0.611, 0.794, 0.523, 0.292, 0.752]","['Herpes zoster', 'Viral infection', 'Mycoses', 'Aspergillosis', 'Cancer of nasopharynx', 'Basal cell carcinoma', 'Malignant neoplasm of testis', 'Radiotherapy', 'Nodular lymphoma', 'Hypothyroidism', 'Secondary hypothyroidism', 'Hypothyroidism NOS', 'Type 1 diabetes', 'Testicular dysfunction', 'Testicular hypofunction', 'Hyperglyceridemia', 'Abnormal weight gain', 'Other CNS infection and poliomyelitis', 'Extrapyramidal disease and abnormal movement disorders', 'Essential tremor', 'Multiple sclerosis', 'Generalized convulsive epilepsy', 'Abnormal involuntary movements', 'Infection of the eye', 'Conjunctivitis, infectious', 'Labyrinthitis', 'Nonrheumatic pulmonary valve disorders', 'Ischemic Heart Disease', 'Ill-defined descriptions and complications of heart disease', 'Abnormal function study of cardiovascular system', 'Cardiac complications, not elsewhere classified', 'Aneurysm of artery of lower extremity', 'Arterial embolism and thrombosis of lower extremity artery', 'Throat pain', 'Other upper respiratory disease', 'Chronic bronchitis', 'Obstructive chronic bronchitis', 'Duodenal ulcer', 'Liver replaced by transplant', 'Other biliary tract disease', 'Obstruction of bile duct', 'Other disorders of gallbladder', 'Nonspecific abnormal findings in stool contents', 'Kidney replaced by transpant', 'Retention of urine', 'Prostatitis', 'Genital prolapse', 'Endometrial hyperplasia', 'stress incontinence, female', 'Early onset of delivery', 'Psoriatic arthropathy', 'Sarcoidosis', 'Disorders of sweat glands', 'Diseases of sebaceous glands', 'Sicca syndrome', 'Unspecified diffuse connective tissue disease', 'Arthropathy associated with neurological disorders', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Juvenile rheumatoid arthritis', 'Ankylosing spondylitis', 'Other disorders of synovium, tendon, and bursa', 'Synovitis and tenosynovitis', 'Other disorders of bone and cartilage', 'Acquired foot deformities', 'Acquired toe deformities', 'Hallux rigidus', 'Pathologic fracture of femur', 'Anomalies of respiratory system, congenital', 'Thoracic or lumbosacral neuritis or radiculitis, unspecified', 'Facial weakness', 'Elevated C-reactive protein (CRP)', 'Cardiogenic shock', 'Fracture of unspecified bones', 'Non-healing surgical wound', 'Atopic/contact dermatitis due to other or unspecified', 'Allergies, other', 'Postoperative shock', 'Effects radiation NOS']",2 -DQB1_0402,1,0,"[0.02416, 0.02, 0.02235, 0.03045, 0.01378, 0.04267, 0.01468, 0.04771, 0.02098, 0.01606, 0.003684, 0.01815, 0.02932, 0.01196, 0.02212, 0.02011, 0.009787, 0.02904, 0.03209, 0.02999, 0.01065, 0.01367, 0.006943, 0.03507, 0.02034, 0.0429, 0.01425, 0.003036, 0.01583, 0.04611, 0.0004905, 0.002167, 0.03458, 0.01181, 0.04664, 0.0172, 0.02057, 0.01473, 0.02763, 0.04755, 0.03598, 0.01834, 0.02629, 0.03825, 0.04088, 0.04734, 0.03295, 0.04819, 0.04855, 0.01812, 0.002383, 0.03141, 2.788e-08, 0.04217, 0.0428, 0.008452, 0.03136, 0.008793, 0.03325, 0.01329, 0.0452, 0.0299, 0.01016, 1.029e-10, 0.0292, 0.02046, 0.01317, 0.006935, 0.02384, 0.00879, 0.04097, 0.03778, 0.006816]","[1.433, 0.712, 0.716, 2.162, 1.396, 1.435, 1.566, 1.453, 1.917, 1.428, 1.582, 1.49, 1.672, 1.987, 1.471, 1.531, 1.708, 1.656, 2.559, 1.333, 1.465, 1.487, 2.49, 2.331, 1.437, 2.634, 1.523, 1.764, 2.484, 2.598, 1.968, 2.211, 1.813, 2.785, 1.371, 2.15, 1.403, 1.481, 0.621, 0.616, 0.504, 1.727, 2.307, 1.432, 1.515, 0.593, 0.118, 1.718, 1.363, 1.948, 1.835, 0.337, 2.967, 1.477, 1.205, 1.542, 1.446, 0.304, 2.231, 2.3, 0.814, 0.748, 0.718, 4.054, 1.323, 1.6, 0.809, 1.837, 0.54, 3.183, 0.651, 0.732, 0.256]","['E. coli', 'Breast cancer [female]', 'Malignant neoplasm of female breast', 'Neoplasm of uncertain behavior of breast', 'Cancer of urinary organs (incl. kidney and bladder)', 'Cancer of kidney and renal pelvis', 'Malignant neoplasm of kidney, except pelvis', 'Malignant neoplasm of bladder', 'Malignant neoplasm of other urinary organs', 'Manlignant and unknown neoplasms of brain and nervous system', 'Cancer of brain and nervous system', 'Cancer of brain', ""Graves' disease"", 'Acquired hypothyroidism', 'Disorders of protein plasma/amino-acid transport and metabolism', 'Disorders of plasma protein metabolism', 'Paraproteinemia', 'Gouty arthropathy', 'Crystal arthropathies', 'Hyperpotassemia', 'Disorders involving the immune mechanism', 'Immunity deficiency', 'Diseases of spleen', 'Hallucinations', 'Substance addiction and disorders', 'Encephalitis, non-infectious', 'Other cerebral degenerations', 'Hydrocephalus', 'Nonspecific abnormal findings on radiological and other examination of skull and head', 'Nonspecific abnormal findings in cerebrospinal fluid', 'Disorders of other cranial nerves', 'Trigeminal nerve disorders [CN5]', 'Uveitis, noninfectious or NOS', 'Nystagmus and other irregular eye movements', 'Impacted cerumen', ""Meniere's disease"", 'Heart failure with preserved EF [Diastolic heart failure]', 'Atherosclerosis of the extremities', 'Other aneurysm', 'Aortic aneurysm', 'Abdominal aortic aneurysm', 'Chronic venous insufficiency [CVI]', 'Encounter for long-term (current) use of antiplatelets/antithrombotics', 'Other disorders of circulatory system', 'Circulatory disease NEC', 'Dental caries', 'Reflux esophagitis', 'Gastritis and duodenitis, NOS', 'Disorders of function of stomach', 'Gastroparesis', 'Other disorders of stomach and duodenum', 'Ulcerative colitis', 'Primary biliary cirrhosis', 'Nephritis and nephropathy without mention of glomerulonephritis', 'Chronic renal failure [CKD]', 'Chronic Kidney Disease, Stage IV', 'Disorders resulting from impaired renal function', 'Inflammatory diseases of prostate', 'Benign neoplasm of breast', 'Congenital anomalies of skin', 'Degenerative skin conditions and other dermatoses', 'Actinic keratosis', 'Seborrheic keratosis', 'Juvenile rheumatoid arthritis', 'Symptoms and disorders of the joints', 'Stiffness of joint', 'Osteoporosis, osteopenia and pathological fracture', 'Musculoskeletal symptoms referable to limbs', 'Hemorrhage or hematoma complicating a procedure', 'Postoperative shock', 'Poisoning by primarily systemic agents', 'Sepsis and SIRS', 'Systemic inflammatory response syndrome (SIRS)']",2 -DQB1_0501,4,0,"[0.009831, 0.02755, 0.01109, 0.01262, 0.03371, 0.02943, 0.002897, 0.04056, 0.0009392, 0.03009, 0.009866, 0.006219, 0.0201, 0.00375, 0.04699, 0.04218, 0.03738, 0.04006, 0.02883, 0.002502, 0.03863, 0.01441, 0.006266, 0.02803, 0.03859, 0.01788, 0.01314, 0.02687, 0.01415, 0.01229, 0.03434, 0.02174, 0.03811, 0.00103, 0.02029, 0.04291, 0.03597, 0.0119, 0.04624, 0.01158, 0.01225, 0.00572, 0.02822, 0.02404, 0.0187, 0.03058, 0.04922, 0.008383, 0.00337, 0.02575, 0.04571, 0.03614, 0.0326, 0.001497, 0.003156, 0.01621, 0.04164, 0.01965, 0.01422, 0.008853, 0.01599, 4.617e-12, 1.639e-09, 0.000301, 0.02475, 0.03463, 0.038, 0.04461, 0.0446, 0.01667, 0.02474, 0.01625, 0.03884, 0.005156, 0.04913, 0.04279, 0.01599, 0.03352, 0.04299, 0.03244, 0.04397, 0.002261, 0.01736, 0.0285, 0.03906]","[0.679, 1.193, 1.38, 2.015, 0.856, 1.326, 0.728, 0.801, 1.608, 1.438, 0.155, 0.885, 0.895, 0.691, 1.851, 0.595, 0.749, 0.75, 0.603, 1.888, 0.799, 0.673, 0.725, 0.631, 0.665, 0.243, 0.902, 0.799, 0.682, 0.782, 0.806, 0.461, 1.608, 1.292, 1.793, 1.225, 1.497, 1.271, 1.346, 1.712, 1.229, 0.747, 0.673, 0.676, 0.435, 0.827, 0.356, 0.789, 0.773, 0.617, 0.707, 1.249, 1.291, 1.804, 0.591, 0.427, 0.857, 0.69, 0.56, 2.198, 0.407, 1.532, 1.521, 1.863, 1.893, 0.829, 0.81, 1.709, 0.751, 0.288, 1.619, 0.899, 0.787, 0.735, 0.427, 0.466, 1.52, 1.503, 1.295, 1.297, 0.627, 0.806, 0.45, 0.269, 0.727]","['Herpes zoster', 'Candidiasis', 'Mycoses', 'Aspergillosis', 'Cancer within the respiratory system', 'Basal cell carcinoma', 'Radiotherapy', 'Secondary malignancy of brain/spine', 'Nodular lymphoma', 'Reticulosarcoma', 'Benign neoplasm of adrenal gland', 'Hypothyroidism', 'Hypothyroidism NOS', 'Type 1 diabetes', 'Other disorders of neurohypophysis', 'Adrenal hyperfunction', 'Testicular dysfunction', 'Testicular hypofunction', 'Other endocrine disorders', 'Other CNS infection and poliomyelitis', 'Extrapyramidal disease and abnormal movement disorders', 'Multiple sclerosis', 'Abnormal involuntary movements', 'Other nondiabetic retinopathy', 'Retinal vascular changes and abnomalities', 'Superficial keratitis', 'Ischemic Heart Disease', 'Atrial flutter', 'Abnormal function study of cardiovascular system', 'Occlusion of cerebral arteries', 'Cerebral artery occlusion, with cerebral infarction', 'Arterial embolism and thrombosis of lower extremity artery', 'Throat pain', 'Other upper respiratory disease', 'Pneumococcal pneumonia', 'Obstructive chronic bronchitis', 'Atrophic gastritis', 'Inflammatory bowel disease and other gastroenteritis and colitis', 'Ulcerative colitis', 'Ulcerative colitis (chronic)', 'Noninfectious gastroenteritis', 'Other biliary tract disease', 'Cholangitis', 'Obstruction of bile duct', 'Chronic glomerulonephritis, NOS', 'Kidney replaced by transpant', 'Acute cystitis', 'Other disorders of bladder', 'Retention of urine', 'Prostatitis', 'Other disorders of male genital organs', 'Genital prolapse', 'stress incontinence, female', 'Psoriatic arthropathy', 'Sarcoidosis', 'Disorders of sweat glands', 'Diseases of sebaceous glands', 'Acne', 'Sicca syndrome', 'Unspecified diffuse connective tissue disease', 'Arthropathy associated with neurological disorders', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Juvenile rheumatoid arthritis', 'Ankylosing spondylitis', 'Spinal stenosis of lumbar region', 'Synovitis and tenosynovitis', 'Other disorders of soft tissues', 'Acquired toe deformities', 'Hallux rigidus', 'Anomalies of respiratory system, congenital', 'Back pain', 'Thoracic or lumbosacral neuritis or radiculitis, unspecified', 'Neuralgia, neuritis, and radiculitis NOS', 'Facial weakness', 'Hypothermia/Chills', 'Elevated sedimentation rate', 'Elevated C-reactive protein (CRP)', 'Fracture of tibia and fibula', 'Fracture of foot', 'Injuries to the nervous system', 'Atopic/contact dermatitis due to other or unspecified', 'Allergies, other', 'Postoperative shock', 'Effects radiation NOS']",2 -DRB1_0101,4,0,"[0.004424, 0.01873, 0.01843, 0.03036, 0.01338, 0.02442, 0.03445, 0.001399, 0.01322, 0.04022, 0.001173, 0.001703, 0.01522, 0.007501, 0.0369, 0.01558, 0.0473, 0.03921, 0.002468, 0.006571, 0.03097, 0.04062, 0.03286, 0.03461, 0.04742, 0.03738, 0.04429, 0.03655, 0.009206, 0.008785, 0.02113, 0.02968, 0.0257, 0.0003135, 0.01887, 0.04544, 0.01369, 0.03754, 0.03237, 0.01695, 0.03659, 0.0371, 0.03836, 0.04604, 0.02316, 0.03027, 0.03673, 0.01666, 0.003975, 0.04734, 0.03061, 0.01052, 0.004066, 0.01673, 0.03126, 0.01476, 0.04445, 0.03395, 7.44e-14, 1.365e-10, 7.356e-05, 0.0007635, 0.03331, 0.04229, 0.01328, 0.04771, 0.03236, 0.01561, 0.008504, 0.01105, 0.006408, 0.02195, 0.0143, 0.00639, 0.02958, 0.02027]","[0.623, 1.219, 1.37, 0.325, 0.821, 0.836, 0.79, 1.616, 1.535, 0.294, 0.855, 0.85, 0.72, 2.293, 0.721, 0.658, 1.124, 1.494, 1.928, 0.611, 0.765, 0.626, 1.862, 0.68, 0.306, 1.633, 1.193, 1.125, 0.637, 0.756, 0.775, 1.405, 1.696, 1.342, 1.846, 1.754, 1.978, 1.428, 1.242, 1.705, 1.201, 0.706, 0.795, 1.174, 0.407, 0.831, 0.821, 0.794, 1.956, 1.582, 0.66, 0.679, 1.751, 0.639, 0.581, 2.002, 0.526, 0.431, 1.615, 1.591, 2.01, 2.581, 0.815, 1.63, 0.698, 1.561, 0.212, 0.891, 0.731, 1.584, 1.431, 1.915, 0.459, 0.814, 1.908, 0.673]","['Herpes zoster', 'Candidiasis', 'Mycoses', 'Cancer of nasopharynx', 'Cancer within the respiratory system', 'Cancer of bronchus; lung', 'Radiotherapy', 'Nodular lymphoma', 'Reticulosarcoma', 'Benign neoplasm of adrenal gland', 'Hypothyroidism', 'Hypothyroidism NOS', 'Type 1 diabetes', 'Other disorders of neurohypophysis', 'Hypocalcemia', 'Abnormal weight gain', 'Diseases of white blood cells', 'Polycythemia, secondary', 'Other CNS infection and poliomyelitis', 'Multiple sclerosis', 'Abnormal involuntary movements', 'Other nondiabetic retinopathy', ""Fuchs' dystrophy"", 'Diplopia and disorders of binocular vision', 'Superficial keratitis', 'Anomalous atrioventricular excitation', 'Abnormal electrocardiogram [ECG] [EKG]', 'Tachycardia NOS', 'Abnormal function study of cardiovascular system', 'Occlusion of cerebral arteries', 'Cerebral artery occlusion, with cerebral infarction', 'Varicose veins of lower extremity', 'Throat pain', 'Other upper respiratory disease', 'Pneumococcal pneumonia', 'Viral pneumonia', 'Temporomandibular joint disorder, unspecified', 'Appendiceal conditions', 'Inflammatory bowel disease and other gastroenteritis and colitis', 'Ulcerative colitis (chronic)', 'Noninfectious gastroenteritis', 'Other disorders of peritoneum', 'Other biliary tract disease', 'Blood in stool', 'Chronic glomerulonephritis, NOS', 'Chronic Kidney Disease, Stage III', 'Kidney replaced by transpant', 'Other disorders of bladder', 'Oliguria and anuria', 'Hydrocele', 'Other disorders of male genital organs', 'Cellulitis and abscess of trunk', 'Psoriatic arthropathy', 'Sarcoidosis', 'Sicca syndrome', 'Infective connective tissue disorders', 'Arthropathy associated with other disorders classified elsewhere', 'Arthropathy associated with neurological disorders', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Juvenile rheumatoid arthritis', 'Ankylosing spondylitis', 'Spinal stenosis of lumbar region', 'Other disorders of bone and cartilage', 'Kyphoscoliosis and scoliosis', 'Anomalies of respiratory system, congenital', 'Spondylolisthesis, congenital', 'Back pain', 'Neuralgia, neuritis, and radiculitis NOS', 'Elevated sedimentation rate', 'Fracture of tibia and fibula', 'Concussion', 'Complication of colostomy or enterostomy', 'Atopic/contact dermatitis due to other or unspecified', 'Diaper or napkin rash', 'Effects radiation NOS']",2 -DRB1_0801,1,0,"[0.03644, 0.0303, 0.04963, 0.02706, 0.03551, 0.005426, 0.006054, 0.02862, 0.02307, 0.02163, 0.008247, 0.01266, 0.03375, 0.01624, 0.03931, 0.02789, 0.03048, 0.003683, 0.004922, 0.001675, 0.01981, 0.01046, 0.04439, 0.01103, 0.04454, 0.02724, 0.0232, 0.02803, 0.04879, 0.004068, 0.01662, 0.01838, 0.0006412, 0.00617, 0.03556, 0.04981, 0.01806, 0.04512, 0.009426, 0.03236, 0.02008, 0.01964, 0.009819, 0.04181, 0.03934, 0.03494, 0.03745, 0.02912, 0.04915, 0.008785, 0.02932, 0.008857, 0.004396, 2.725e-09, 0.01986, 0.01389, 0.03237, 0.02489, 0.02059, 0.01961, 0.002712, 0.02554, 1.875e-11, 0.02537, 0.02523, 0.01389, 0.04044, 0.0023, 0.002632, 0.00387, 0.0428, 0.02366, 0.03077, 0.002627, 0.01806]","[1.436, 1.796, 0.694, 0.628, 0.725, 0.627, 0.63, 2.274, 1.392, 1.533, 1.662, 2.069, 1.406, 1.515, 1.688, 1.819, 1.441, 1.653, 1.701, 1.943, 1.758, 3.075, 2.604, 1.318, 1.353, 0.568, 2.676, 2.269, 2.334, 1.591, 3.146, 3.094, 2.03, 2.165, 1.706, 1.732, 2.797, 1.404, 1.495, 1.452, 2.097, 0.567, 1.871, 1.459, 1.823, 1.397, 0.543, 0.512, 0.139, 2.055, 1.436, 2.147, 1.842, 3.319, 1.437, 2.27, 1.909, 1.573, 1.514, 0.346, 2.744, 2.188, 4.503, 0.447, 1.8, 2.277, 0.128, 1.497, 1.861, 1.974, 0.433, 0.5, 2.061, 3.78, 0.304]","['E. coli', 'Chronic hepatitis', 'Colorectal cancer', 'Colon cancer', 'Breast cancer', 'Breast cancer [female]', 'Malignant neoplasm of female breast', 'Neoplasm of uncertain behavior of breast', 'Cancer of urinary organs (incl. kidney and bladder)', 'Cancer of kidney and renal pelvis', 'Malignant neoplasm of kidney, except pelvis', 'Malignant neoplasm of other urinary organs', 'Manlignant and unknown neoplasms of brain and nervous system', 'Cancer of brain and nervous system', ""Graves' disease"", 'Diabetes type 2 with peripheral circulatory disorders', 'Lack of normal physiological development', 'Disorders of protein plasma/amino-acid transport and metabolism', 'Disorders of plasma protein metabolism', 'Paraproteinemia', 'Gouty arthropathy', 'Crystal arthropathies', 'Chondrocalcinosis', 'Disorders of mineral metabolism', 'Disorders of calcium/phosphorus metabolism', 'Pancytopenia', 'Spontaneous ecchymoses', 'Diseases of spleen', 'Hallucinations', 'Substance addiction and disorders', 'Encephalitis, non-infectious', 'Nonspecific abnormal findings in cerebrospinal fluid', 'Disorders of other cranial nerves', 'Trigeminal nerve disorders [CN5]', 'Retinal detachments and defects', 'Ptosis of eyelid', 'Nystagmus and other irregular eye movements', 'Impacted cerumen', 'Heart failure with preserved EF [Diastolic heart failure]', 'Atherosclerosis of the extremities', 'Atherosclerosis of native arteries of the extremities with ulceration or gangrene', 'Other aneurysm', 'Chronic venous insufficiency [CVI]', 'Other disorders of circulatory system', 'Bronchitis', 'Symptoms involving respiratory system and other chest symptoms', 'Diseases of hard tissues of teeth', 'Dental caries', 'Reflux esophagitis', 'Gastritis and duodenitis, NOS', 'Disorders of function of stomach', 'Gastroparesis', 'Other disorders of stomach and duodenum', 'Primary biliary cirrhosis', 'Abnormal results of function study of liver', 'Cholelithiasis with other cholecystitis', 'Calculus of bile duct', 'Nephritis and nephropathy without mention of glomerulonephritis', 'Chronic Kidney Disease, Stage IV', 'Inflammatory diseases of prostate', 'Congenital anomalies of skin', 'Arthropathy associated with other disorders classified elsewhere', 'Juvenile rheumatoid arthritis', 'Polymyalgia Rheumatica', 'Postlaminectomy syndrome', 'Bursitis disorders', 'Ganglion and cyst of synovium, tendon, and bursa', 'Symptoms and disorders of the joints', 'Stiffness of joint', 'Musculoskeletal symptoms referable to limbs', 'Fracture of humerus', 'Hemorrhage or hematoma complicating a procedure', 'Allergic reaction to food', 'Postoperative shock', 'Systemic inflammatory response syndrome (SIRS)']",2 +B_0801,2,7,"[0.01279, 0.0128, 0.01781, 0.003793, 0.04016, 0.02453, 0.01781, 0.01626, 0.04106, 0.01668, 0.0469, 0.0448, 0.008931, 0.01134, 0.00984, 0.01035, 0.01006, 0.01266, 1.534e-11, 0.0001095, 0.02412, 0.01061, 0.02948, 0.04523, 0.01732, 0.03115, 3.191e-05, 0.01247, 0.00635, 0.008835, 0.0395, 0.03149, 0.01992, 0.0337, 0.01282, 0.01837, 0.007436, 0.04807, 0.02349, 0.007851, 0.02697, 0.03287, 0.04784, 0.006504, 0.04349, 0.02985, 0.04453, 0.001054, 0.04439, 0.03402, 0.04274, 0.03848, 0.04813, 0.03151, 0.01798, 0.016, 0.004327, 1.146e-05, 0.04664, 0.001084, 0.00464, 0.004741, 0.008449, 0.02642, 0.03791, 0.008744, 0.01459, 0.01398, 9.709e-06, 0.01623, 0.0477, 0.01455, 0.04012, 0.0131, 0.04638, 0.04217, 0.02678, 0.02716, 0.01896, 0.048, 0.01765, 0.03404, 2.3e-05, 8.512e-05, 0.02335, 0.026, 4.39e-11, 1.455e-06, 1.54e-05, 2.719e-08, 0.01641, 0.009399, 0.04905, 0.004334, 0.003556, 0.04299, 0.002088, 0.0383, 0.02211, 0.03658, 0.04166, 0.004611, 0.005239]","[2.178, 1.46, 1.459, 1.939, 1.27, 0.45, 0.802, 0.777, 0.792, 1.199, 1.323, 0.606, 1.442, 1.115, 1.125, 1.52, 1.657, 1.652, 1.95, 2.352, 1.729, 1.853, 1.714, 1.297, 1.194, 0.862, 1.585, 2.008, 0.709, 0.876, 0.661, 1.434, 1.83, 0.904, 0.875, 0.742, 0.657, 0.663, 1.371, 1.29, 1.707, 1.252, 1.151, 1.29, 1.277, 0.418, 1.154, 0.728, 0.546, 1.619, 0.825, 1.598, 1.678, 0.513, 0.591, 0.692, 0.762, 2.74, 0.861, 1.248, 1.236, 1.274, 1.463, 1.248, 1.293, 1.799, 1.224, 1.25, 1.852, 0.631, 1.316, 1.218, 1.163, 1.216, 0.918, 0.852, 0.352, 0.585, 0.391, 0.451, 1.859, 1.161, 1.549, 1.522, 0.532, 1.362, 1.745, 2.245, 2.761, 2.802, 1.167, 1.206, 0.426, 0.59, 1.702, 0.849, 2.082, 0.477, 1.604, 0.373, 1.2, 1.399, 1.195]","['Tuberculosis', 'Chronic hepatitis', 'Hepatitis NOS', 'Dermatophytosis of the body', 'Hx of malignant neoplasm of oral cavity and pharynx', 'Malignant neoplasm of retroperitoneum and peritoneum', 'Manlignant and unknown neoplasms of brain and nervous system', 'Cancer of brain and nervous system', 'Secondary malignant neoplasm of digestive systems', 'Cancer of other lymphoid, histiocytic tissue', 'Large cell lymphoma', 'Vascular hamartomas and non-neoplastic nevi', ""Graves' disease"", 'Hypothyroidism', 'Hypothyroidism NOS', 'Thyroiditis', 'Chronic thyroiditis', 'Chronic lymphocytic thyroiditis', 'Type 1 diabetes', 'Type 1 diabetes with ketoacidosis', 'Type 1 diabetes with renal manifestations', 'Type 1 diabetes with ophthalmic manifestations', 'Type 1 diabetes with neurological manifestations', 'Type 2 diabetes with ophthalmic manifestations', 'Insulin pump user', 'Abnormal glucose', 'Diabetic retinopathy', 'Disturbances of amino-acid transport', 'Disorders of phosphorus metabolism', 'Hypopotassemia', 'Alkalosis', 'Acquired hemolytic anemias', 'Autoimmune hemolytic anemias', 'Anxiety disorders', 'Anxiety disorder', 'Pervasive developmental disorders', 'Attention deficit hyperactivity disorder', 'Meningitis', 'Sleep related movement disorders', 'Extrapyramidal disease and abnormal movement disorders', 'Myoclonus', 'Partial epilepsy', 'Atherosclerosis', 'Atherosclerosis of the extremities', 'Atherosclerosis of native arteries of the extremities with intermittent claudication', 'Acute vascular insufficiency of intestine', 'Peripheral vascular disease', 'Acute pharyngitis', 'Acute laryngitis and tracheitis', 'Throat pain', 'Bacterial pneumonia', 'Apnea', 'Diseases of pulp and periapical tissues', 'Heartburn', 'Other specified gastritis', 'Dyspepsia and other specified disorders of function of stomach', 'Diaphragmatic hernia', 'Celiac disease', 'Intestinal obstruction without mention of hernia', 'Chronic liver disease and cirrhosis', 'Other chronic nonalcoholic liver disease', 'Cirrhosis of liver without mention of alcohol', 'Primary biliary cirrhosis', 'Liver abscess and sequelae of chronic liver disease', 'Portal hypertension', 'Acute and subacute necrosis of liver', 'Abnormal results of function study of liver', 'Other biliary tract disease', 'Cholangitis', 'Nonspecific abnormal findings in stool contents', 'Glomerulonephritis', 'End stage renal disease', 'Chronic Kidney Disease, Stage III', 'Kidney replaced by transpant', 'Other symptoms/disorders or the urinary system', 'Dysuria', 'Acute prostatitis', 'Mastodynia', 'Noninflammatory disorders of ovary, fallopian tube, and broad ligament', 'Noninflammatory disorders of vulva and perineum', 'Premature menopause and other ovarian failure', 'Disturbance of skin sensation', 'Lupus (localized and systemic)', 'Systemic lupus erythematosus', 'Unspecified erythematous condition', 'Sarcoidosis', 'Diffuse diseases of connective tissue', 'Sicca syndrome', 'Polymyositis', 'Dermatomyositis', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Ankylosing spondylitis', 'Hammer toe (acquired)', 'Other acquired deformities of limbs', 'Cardiac congenital anomalies', 'Congenital anomalies of peripheral vascular system', 'Symptoms involving nervous and musculoskeletal systems', 'Abnormal posture', 'Chronic fatigue syndrome', 'Fracture of ankle and foot', 'Fracture of foot', 'Atopic/contact dermatitis due to other or unspecified']",2 +B_3701,2,5,"[0.01156, 0.04003, 0.009016, 0.008341, 0.04807, 0.003524, 0.04626, 0.02447, 0.02903, 0.001932, 0.02742, 0.02458, 0.003938, 0.0488, 0.01083, 0.03656, 0.02887, 0.02931, 0.005839, 0.04715, 0.006466, 0.0002138, 0.008059, 0.04944, 0.01019, 0.02654, 0.02466, 0.03524, 0.004929, 0.002774, 0.02856, 0.01302, 0.00681, 0.03269, 0.008353, 0.008562, 0.01382, 0.0177, 0.01374, 0.01779, 0.01864, 0.03602, 0.003591, 0.00198, 0.03747, 0.04862, 0.01105, 0.02898, 0.0005578, 0.008813, 2.68e-05, 1.092e-05, 2.865e-06, 0.03395, 0.02738, 0.005517, 0.02956, 0.01884, 0.02691, 0.00524, 0.03341, 0.04785, 4.809e-05, 0.02969, 0.02114, 0.03131, 0.01005, 0.01438]","[1.363, 1.899, 1.49, 1.503, 1.55, 2.961, 1.741, 0.322, 1.681, 1.397, 1.419, 1.457, 1.433, 1.488, 0.277, 0.806, 0.589, 0.457, 2.985, 1.49, 0.206, 5.086, 3.119, 2.054, 3.007, 2.57, 3.256, 1.997, 2.845, 3.043, 0.611, 2.888, 2.933, 1.905, 2.045, 1.435, 1.534, 3.492, 1.834, 1.718, 1.487, 2.066, 2.432, 3.19, 2.263, 0.622, 1.99, 2.393, 4.113, 3.074, 2.428, 2.537, 2.882, 2.464, 1.343, 0.503, 0.458, 1.729, 2.392, 1.377, 1.728, 2.853, 5.373, 2.349, 1.48, 1.663, 1.794, 1.474]","['Septicemia', 'Gram positive septicemia', 'Bacteremia', 'Staphylococcus infections', 'Methicillin sensitive Staphylococcus aureus', ""Althete's foot"", 'Cancer of oropharynx', 'Malignant neoplasm of other and ill-defined sites within the digestive organs and peritoneum', 'Cancer of connective tissue', 'Skin cancer', 'Melanomas of skin, dx or hx', 'Melanomas of skin', 'Other non-epithelial cancer of skin', 'Radiotherapy', 'Myeloproliferative disease', 'Diabetes mellitus', 'Insulin pump user', 'Polyneuropathy in diabetes', 'Other nutritional deficiency', 'Other and unspecified coagulation defects', 'Other diseases of blood and blood-forming organs', 'Specific nonpsychotic mental disorders due to brain damage', 'Peripheral autonomic neuropathy', 'Nerve root and plexus disorders', 'Nerve root lesions', 'Disorders of the globe', 'Progressive myopia', 'Other nondiabetic retinopathy', 'Retinal edema', 'Corneal opacity', 'Nonrheumatic aortic valve disorders', 'Hypertrophic obstructive cardiomyopathy', 'Anomalous atrioventricular excitation', 'Cardiac arrest and ventricular fibrillation', 'Chronic venous insufficiency [CVI]', 'Hypotension NOS', 'Pulmonary insufficiency or respiratory failure following trauma and surgery', 'Respiratory arrest', 'Dependence on respirator [Ventilator] or supplemental oxygen', 'Hyperventilation', 'Gastritis and duodenitis', 'Other specified gastritis', 'Gastritis and duodenitis, NOS', 'Hepatomegaly', 'Cholelithiasis with other cholecystitis', 'Urinary calculus', 'Vaginitis and vulvovaginitis', 'Preeclampsia and eclampsia', 'Other complications of pregnancy NEC', 'Transitory tachypnea or apnea of newborn', 'Psoriasis and related disorders', 'Psoriasis', 'Psoriasis vulgaris', 'Keloid scar', 'Seborrheic keratosis', 'Diseases of sebaceous glands', 'Sebaceous cyst', 'Chronic ulcer of leg or foot', 'Other and unspecified disorders of back', 'Osteoarthrosis NOS', 'Congenital anomalies of great vessels', 'Upper gastrointestinal congenital anomalies', 'Pectus and other congenital anomalies of ribs/sternum', 'Abnormal posture', 'Shock', 'Fracture of neck of femur', 'Internal derangement of knee', 'Sepsis']",2 +B_3901,0,6,"[0.003539, 0.02714, 0.01456, 0.04033, 0.03416, 0.0468, 0.02851, 0.04962, 0.0006253, 0.01844, 0.003289, 0.03858, 0.01512, 0.0149, 0.04253, 0.04668, 0.01276, 0.01661, 0.04166, 0.03929, 0.03216, 0.003664, 0.04437, 0.03996, 0.02851, 0.02103, 0.01092, 0.01484, 0.01836, 0.01876, 0.04339, 0.04261, 0.01601, 0.04419, 0.03613, 0.006509, 0.01177, 0.019, 0.01544, 0.01845, 0.03247, 0.02392, 0.007823, 0.01669]","[4.653, 2.541, 3.113, 0.546, 2.995, 2.067, 2.26, 1.565, 5.06, 0.188, 2.064, 2.131, 1.744, 3.555, 1.879, 0.314, 1.329, 1.332, 2.38, 0.423, 1.779, 3.946, 2.557, 2.123, 1.281, 1.337, 1.451, 1.398, 1.846, 1.92, 2.341, 2.363, 1.586, 1.782, 2.001, 3.582, 2.068, 2.694, 2.58, 0.394, 1.805, 2.595, 3.666, 1.49]","['Dermatomycoses', 'Cancer of of nasal cavities', 'Malignant neoplasm of retroperitoneum and peritoneum', 'Melanomas of skin', 'Other benign neoplasm of connective and other soft tissue', 'Alkalosis', 'Pernicious anemia', 'Pancytopenia', 'Acquired coagulation factor deficiency', 'Other diseases of blood and blood-forming organs', 'Bipolar', 'Agorophobia, social phobia, and panic disorder', 'Dysthymic disorder', 'Hypersomnia', 'Otalgia', 'Conductive hearing loss', 'Ischemic Heart Disease', 'Coronary atherosclerosis', 'First degree AV block', 'Atrial flutter', 'Premature beats', 'Supraventricular premature beats', 'Acute laryngitis and tracheitis', 'Bronchitis', 'Pulmonary collapse; interstitial and compensatory emphysema', 'Respiratory failure, insufficiency, arrest', 'Respiratory failure', 'Other diseases of lung', 'Abnormal sputum', 'Hemoptysis', 'Temporomandibular joint disorders', ""Barrett's esophagus"", 'Ascites (non malignant)', 'Abnormal serum enzyme levels', 'Other disorders of male genital organs', 'Noninflammatory disorders of ovary, fallopian tube, and broad ligament', 'Dyschromia and Vitiligo', 'Unspecified erythematous condition', 'Psoriatic arthropathy', 'Elevated prostate specific antigen [PSA]', 'Complication due to other implant and internal device', 'Open wound of finger(s)', 'Diaper or napkin rash', 'Sepsis and SIRS']",2 +B_4002,1,7,"[0.04808, 0.02199, 0.04753, 0.0393, 0.03072, 0.04793, 0.0207, 0.01734, 0.01881, 0.03798, 0.04506, 0.03041, 0.02486, 0.0003372, 0.008524, 0.02136, 9.635e-05, 0.009032, 0.02925, 0.02303, 0.009886, 0.006484, 0.03075, 0.002579, 0.00141, 0.002374, 0.03146, 0.01284, 0.02664, 2.314e-05, 8.718e-06, 0.04994, 0.03857, 0.03274, 0.009288, 0.001303, 0.01474, 0.02714, 0.01618, 0.002126, 0.02787, 0.03007, 0.0164, 0.04728, 0.04177, 0.0344, 0.04787, 0.004638, 0.01543, 0.01546, 0.04908, 0.02887, 0.04757, 0.01963, 0.001349, 0.00685, 0.006956, 0.02774]","[0.545, 1.433, 3.273, 2.382, 1.76, 2.489, 2.472, 2.44, 1.781, 3.472, 2.325, 2.491, 1.709, 1.994, 1.723, 1.528, 1.943, 1.783, 1.798, 2.186, 1.397, 1.644, 2.492, 1.712, 1.791, 2.758, 1.372, 3.652, 1.44, 2.442, 2.864, 2.476, 2.244, 1.471, 2.016, 2.167, 2.315, 3.154, 1.597, 2.443, 2.241, 3.086, 0.479, 0.315, 1.445, 1.762, 2.493, 3.745, 1.504, 1.568, 1.307, 3.727, 1.975, 1.769, 2.194, 1.905, 1.704, 2.527]","['Cancer of larynx, pharynx, nasal cavities', 'Benign neoplasm of colon', 'Benign neoplasm of adrenal gland', 'Other disorders of pancreatic internal secretion', 'Iron deficiency anemia secondary to blood loss (chronic)', 'Other CNS infection and poliomyelitis', 'Torsion dystonia', 'Infantile cerebral palsy', 'Encephalopathy, not elsewhere classified', 'Corneal degenerations', 'Other disorders of tympanic membrane', 'Perforation of tympanic membrane', 'Hypertensive heart disease', 'Other hypertensive complications', 'Angina pectoris', 'Other chronic ischemic heart disease, unspecified', 'Other forms of chronic heart disease', 'Atrial flutter', 'Heart transplant/surgery', 'Intracerebral hemorrhage', 'Cerebrovascular disease', 'Occlusion and stenosis of precerebral arteries', 'Occlusion of cerebral arteries, with cerebral infarction', 'Cerebral ischemia', 'Transient cerebral ischemia', 'Atherosclerosis of renal artery', 'Hypotension', 'Iatrogenic hypotension', 'Hypotension NOS', 'Other disorders of circulatory system', 'Circulatory disease NEC', 'Postnasal drip', 'Bronchopneumonia and lung abscess', 'Acute bronchitis and bronchiolitis', 'Pneumonitis due to inhalation of food or vomitus', 'Respiratory insufficiency', 'Diseases of the salivary glands', 'Duodenitis', 'Ascites (non malignant)', 'Cyst of kidney, acquired', 'Gross hematuria', 'Noninflammatory disorders of ovary, fallopian tube, and broad ligament', 'Erythematous conditions', 'Lupus (localized and systemic)', 'Other arthropathies', 'Displacement of intervertebral disc', 'Other and unspecified disorders of back', 'Disorders of muscle, ligament, and fascia', 'Osteoarthritis; localized', 'Osteoarthrosis, localized, primary', 'Edema', 'Elevated cancer antigen 125 [CA 125]', 'Malaise and fatigue', 'Fracture of radius and ulna', 'Internal derangement of knee', 'Hemorrhage or hematoma complicating a procedure', 'Open wounds of head; neck; and trunk', 'Non-healing surgical wound']",2 +B_4403,1,4,"[0.01328, 0.04008, 0.003922, 0.002237, 0.01208, 0.008322, 0.01649, 0.006266, 0.009258, 0.002767, 0.009474, 0.0308, 0.04649, 0.03043, 0.02868, 0.009107, 0.01183, 0.02734, 0.04814, 0.04489, 0.03364, 0.01822, 0.03904, 0.04978, 0.01409, 0.00541, 0.02223, 0.03676, 0.009231, 0.04859, 0.03691, 0.03869, 0.03694, 0.02519, 0.03451, 0.02985, 0.04118, 0.02711, 0.02248, 0.01349, 0.03486, 0.03275, 0.01234, 0.04899, 0.01474, 0.02434, 0.04955, 0.0472, 0.001613, 0.01497, 0.01937, 0.03065, 0.04443, 0.02965, 0.0382, 0.02357, 0.0431, 0.03514, 0.04418, 0.02384, 0.03185, 0.04716, 0.01741, 0.04743, 0.03964, 0.03377, 0.0351, 0.0217, 0.02404, 0.04243, 0.02062, 0.01683, 0.001756, 0.001876, 0.0104, 0.02447, 0.01325, 0.04378, 0.04064, 0.0191, 0.01506, 0.01558]","[0.235, 0.688, 0.687, 0.659, 1.534, 1.644, 0.82, 0.493, 0.624, 0.538, 0.698, 1.349, 0.613, 0.56, 1.555, 0.609, 0.487, 0.75, 0.599, 1.185, 1.55, 0.42, 0.738, 0.507, 0.641, 1.994, 0.783, 0.753, 0.482, 0.541, 0.122, 0.856, 0.842, 0.792, 0.569, 0.768, 0.856, 0.898, 0.894, 0.735, 0.883, 0.81, 0.755, 0.837, 0.835, 0.742, 0.818, 0.79, 0.857, 0.788, 0.854, 0.855, 0.458, 0.729, 0.471, 0.749, 0.396, 0.703, 0.758, 0.834, 0.215, 0.892, 1.489, 0.708, 1.156, 0.671, 0.845, 1.251, 0.317, 0.303, 1.744, 2.177, 0.704, 0.7, 0.767, 0.786, 0.516, 0.796, 0.732, 1.739, 1.546, 0.486]","['Viral Enteritis', 'Viral warts & HPV', 'Dermatophytosis / Dermatomycosis', 'Dermatophytosis', 'Cancer of oropharynx', 'Cancer of esophagus', 'Other non-epithelial cancer of skin', 'Basal cell carcinoma', 'Cancer of kidney and renal pelvis', 'Malignant neoplasm of kidney, except pelvis', 'Secondary malignancy of bone', 'Myeloproliferative disease', 'Benign neoplasm of uterus', 'Uterine leiomyoma', 'Benign neoplasm of other endocrine glands and related structures', 'Thyrotoxicosis with or without goiter', ""Graves' disease"", 'Secondary hypothyroidism', 'Other immunological findings', 'Coagulation defects', 'Aphasia', 'Speech and language disorder', 'Substance addiction and disorders', 'Infantile cerebral palsy', 'Lack of coordination', 'Complex regional/central pain syndrome', 'Other retinal disorders', 'Degeneration of macula and posterior pole of retina', 'Macular degeneration (senile) of retina NOS', 'Retinal vascular changes and abnomalities', 'Chorioretinal inflammations, scars, and other disorders of choroid', 'Cataract', 'Senile cataract', 'Disorders of refraction and accommodation; blindness and low vision', 'Blindness and low vision', 'Other disorders of eye', 'Heart valve disorders', 'Hypertension', 'Essential hypertension', 'Other hypertensive complications', 'Ischemic Heart Disease', 'Myocardial infarction', 'Other chronic ischemic heart disease, unspecified', 'Cardiomegaly', 'Cardiac conduction disorders', 'Abnormal electrocardiogram [ECG] [EKG]', 'Cardiac pacemaker/device in situ', 'Cardiac pacemaker in situ', 'Cardiac dysrhythmias', 'Other specified cardiac dysrhythmias', 'Congestive heart failure; nonhypertensive', 'Congestive heart failure (CHF) NOS', 'Vascular insufficiency of intestine', 'Other aneurysm', 'Arteritis NOS', 'Diseases of the larynx and vocal cords', 'Chronic laryngitis', 'Obstructive chronic bronchitis', 'Pulmonary congestion and hypostasis', 'Other diseases of lung', 'Other diseases of respiratory system, NEC', 'GERD', 'Stricture and stenosis of esophagus', 'Peptic ulcer (excl. esophageal)', 'Dysphagia', 'Paralytic ileus', 'Gastrointestinal hemorrhage', 'Dysuria', 'Other disorders of testis', 'Hydrocele', 'Polyp of female genital organs', 'Other complications of pregnancy NEC', 'Other arthropathies', 'Arthropathy NOS', 'Spondylosis and allied disorders', 'Spondylosis without myelopathy', 'Rupture of tendon, nontraumatic', 'Symptoms and disorders of the joints', 'Other specified osteoporosis', 'Other congenital musculoskeletal anomalies', 'Musculoskeletal symptoms referable to limbs', 'Poisoning by agents primarily affecting the cardiovascular system']",2 +B_5101,2,6,"[0.0479, 0.006594, 0.01325, 0.03491, 0.03232, 0.03682, 0.01955, 0.04194, 0.04581, 0.0308, 0.02703, 0.004289, 0.03046, 0.04795, 0.04019, 0.04953, 0.02383, 0.01583, 0.003082, 0.02074, 0.01403, 0.02966, 0.01395, 0.0475, 0.03524, 0.02925, 0.02175, 0.03357, 0.04358, 0.01518, 0.04963, 0.03131, 0.00222, 0.01802, 0.0145, 0.03016, 0.004601, 0.02971, 0.03195, 0.02923, 0.04034, 0.03181, 0.04264, 0.006722, 0.01152, 0.01661, 0.02834, 0.03484, 0.03991, 0.01946, 0.02, 0.03561, 0.01124, 0.04967, 0.009424, 0.003459, 0.02145, 0.0194, 0.03281, 0.03598, 0.02205, 0.01383, 0.02777]","[1.434, 1.565, 1.719, 1.414, 1.683, 1.569, 1.466, 1.491, 1.226, 1.25, 1.332, 0.671, 0.717, 0.637, 0.474, 0.551, 1.695, 1.38, 1.745, 1.465, 1.966, 0.756, 1.247, 1.292, 1.309, 1.774, 0.412, 1.752, 0.685, 0.414, 0.581, 1.313, 1.549, 1.283, 2.047, 1.291, 2.492, 0.625, 0.778, 0.752, 0.731, 0.593, 0.625, 0.416, 1.958, 1.643, 1.773, 0.547, 1.44, 2.516, 1.711, 1.559, 1.826, 2.269, 1.771, 2.853, 2.076, 1.4, 2.1, 1.442, 1.347, 2.496, 1.703]","['Gram negative septicemia', 'Bone cancer', 'Carcinoma in situ of skin', 'Cervical cancer and dysplasia', 'Cancer of other female genital organs', 'Lymphoid leukemia, chronic', 'Nontoxic uninodular goiter', 'Glucocorticoid deficiency', 'Gout and other crystal arthropathies', 'Gout', 'Disorders of magnesium metabolism', 'Morbid obesity', 'Disorders involving the immune mechanism', 'Megaloblastic anemia', 'Pernicious anemia', ""Alzheimer's disease"", 'Speech and language disorder', 'Extrapyramidal disease and abnormal movement disorders', 'Essential tremor', 'Allergic conjunctivitis', 'Ectropion or entropion', 'Other disorders of eye', 'Otitis media and Eustachian tube disorders', 'Suppurative and unspecified otitis media', 'Eustachian tube disorders', 'Perforation of tympanic membrane', 'Endocarditis', 'Second degree AV block', 'Paroxysmal supraventricular tachycardia', 'Cerebral atherosclerosis', 'Chronic venous insufficiency [CVI]', 'Encounter for long-term (current) use of anticoagulants, antithrombotics, aspirin', 'Encounter for long-term (current) use of aspirin', 'Other diseases of respiratory system, not elsewhere classified', 'Other diseases of respiratory system, NEC', 'Symptoms involving respiratory system and other chest symptoms', 'Temporomandibular joint disorder, unspecified', 'Incisional hernia', 'Chronic liver disease and cirrhosis', 'Other chronic nonalcoholic liver disease', 'Cirrhosis of liver without mention of alcohol', 'Liver replaced by transplant', 'Abnormal serum enzyme levels', 'Splenomegaly', 'Urethral stricture (not specified as infectious)', 'Disorders of penis', 'Redundant prepuce and phimosis/BXO', 'Cellulitis and abscess of arm/hand', 'Dyschromia and Vitiligo', 'Abnormal granulation tissue', 'Other specified diseases of hair and hair follicles', 'Arthropathy associated with infections', 'Pyogenic arthritis', 'Osteochondropathies', 'Digestive congenital anomalies', 'Upper gastrointestinal congenital anomalies', 'Obstructive genitourinary defect', 'Spasm of muscle', 'Pallor and flushing', 'Papanicolaou smear of cervix or vagina with atypical squamous cells', 'Fracture of vertebral column without mention of spinal cord injury', 'Complication of amputation stump', 'Injuries to the nervous system']",2 +B_5501,3,6,"[0.003652, 0.0311, 0.03518, 0.01851, 0.03404, 0.04309, 0.0448, 0.03936, 0.04082, 0.02472, 0.0268, 0.01666, 0.02546, 0.005722, 0.03115, 0.03722, 0.01258, 0.003207, 0.003658, 0.01711, 0.003841, 0.02474, 0.02512, 0.01148, 0.005297, 0.01979, 0.01687, 0.01051, 0.03362, 0.0413, 0.01604, 0.04026, 0.04165, 0.03362, 0.01554, 0.01314, 0.03825, 0.005867, 0.04524, 0.002419, 0.009403, 0.005162, 0.04314, 0.008775, 0.02064, 0.0274, 0.0391, 0.003956, 0.01036, 0.002063, 0.02327, 0.01802, 0.0041, 0.03189, 0.04575, 0.02831, 0.01173, 0.02366, 0.02808, 0.03614, 0.00393, 0.01792]","[1.949, 1.638, 1.682, 1.404, 1.547, 0.754, 0.555, 1.385, 1.736, 2.106, 0.608, 0.372, 2.89, 3.049, 1.305, 1.725, 1.506, 1.654, 2.823, 1.706, 2.617, 2.899, 1.334, 2.317, 1.715, 1.711, 1.786, 1.784, 1.74, 1.458, 1.289, 2.138, 1.419, 0.582, 1.527, 2.94, 0.642, 1.807, 0.525, 0.683, 0.535, 0.51, 1.189, 1.422, 1.354, 2.418, 0.425, 1.368, 0.225, 2.064, 0.318, 2.196, 2.001, 0.44, 1.803, 2.391, 2.222, 0.444, 0.431, 1.394, 2.325, 2.785]","['Gram negative septicemia', 'Herpes zoster', 'Cancer of stomach', 'Colorectal cancer', 'Malignant neoplasm of rectum, rectosigmoid junction, and anus', 'Neoplasm of uncertain behavior of skin', 'Thyroid cancer', 'Secondary malignant neoplasm of liver', 'Lipoma', 'Lipoma of skin and subcutaneous tissue', 'Secondary hypothyroidism', 'Diabetic retinopathy', 'Other disorders of neurohypophysis', 'Carcinoid syndrome', 'Vitamin D deficiency', 'Hyperosmolality and/or hypernatremia', 'Disorders involving the immune mechanism', 'Immunity deficiency', 'Hereditary hemolytic anemias', 'Generalized anxiety disorder', 'Autism', 'Spinocerebellar disease', 'Disorders of refraction and accommodation; blindness and low vision', 'Visual field defects', 'Keratitis', 'Keratoconjunctivitis', 'Keratoconjunctivitis sicca', 'Dermatochalasis', 'Otitis externa', 'Carditis', 'Tachycardia NOS', 'Subarachnoid hemorrhage', 'Other aneurysm', 'Disorders of function of stomach', 'Anal and rectal conditions', 'Anal and rectal polyp', 'Ascites (non malignant)', 'Abnormal serum enzyme levels', 'Renal failure NOS', 'Chronic renal failure [CKD]', 'End stage renal disease', 'Kidney replaced by transpant', 'Other symptoms/disorders or the urinary system', 'Urinary incontinence', 'Frequency of urination and polyuria', 'Benign neoplasm of breast', 'Excessive or frequent menstruation', 'Rash and other nonspecific skin eruption', 'Rosacea', 'Sarcoidosis', 'Pruritus and related conditions', 'Dermatomyositis', 'Fasciitis', 'Other acquired musculoskeletal deformity', 'Digestive congenital anomalies', 'Congenital musculoskeletal deformities of spine', 'Elevated C-reactive protein (CRP)', 'Complications of transplants and reattached limbs', 'Complication of internal orthopedic device', 'Open wounds of head; neck; and trunk', 'Poisoning by antibiotics', 'Allergy/adverse effect of penicillin']",2 +B_5701,0,4,"[0.02245, 0.01388, 0.04792, 0.01042, 0.03329, 0.04203, 0.03577, 0.008923, 0.004412, 0.04179, 0.01731, 0.04374, 0.0003553, 0.04776, 0.04442, 0.00692, 0.002452, 0.03289, 0.009642, 0.02168, 0.01941, 0.01112, 0.01976, 0.03364, 0.004006, 0.004205, 0.03196, 0.01017, 0.004512, 0.02693, 0.049, 0.0129, 0.01366, 0.03144, 0.0008078, 0.01281, 0.04588, 0.02626, 0.002835, 0.04995, 0.04158, 0.02178, 0.0148, 0.03923, 0.0367, 0.003871, 0.0308, 0.01616, 0.04121, 0.04638, 0.03935, 0.03166, 0.02791, 0.006891, 0.028, 0.04099, 0.02999, 0.03931, 0.04891, 0.0347, 0.02816, 0.0248, 0.03483, 0.0006992, 0.001093, 0.001404, 0.005121, 0.0006432, 0.01636, 0.03572, 0.02354, 0.03123, 0.01275, 0.01911, 0.01539, 0.0399, 0.03327]","[1.314, 1.511, 1.241, 1.921, 1.347, 1.151, 1.216, 1.381, 0.512, 0.582, 1.157, 0.628, 1.256, 1.465, 2.454, 1.514, 1.412, 0.484, 0.158, 0.81, 0.647, 0.277, 0.257, 0.812, 1.348, 1.414, 2.01, 1.89, 1.999, 1.595, 0.316, 0.429, 0.746, 1.322, 1.935, 1.328, 1.29, 1.24, 1.332, 1.233, 1.315, 1.323, 1.254, 1.303, 1.651, 1.627, 1.508, 1.213, 1.729, 0.774, 0.744, 0.693, 0.665, 0.354, 2.49, 1.848, 1.87, 0.638, 0.617, 0.587, 1.343, 1.543, 1.513, 1.718, 1.704, 1.78, 2.044, 3.604, 0.746, 0.749, 2.574, 2.09, 2.053, 0.734, 2.3, 1.596, 1.94]","['Postoperative infection', 'Hx of malignant neoplasm of oral cavity and pharynx', 'Melanomas of skin, dx or hx', 'Cancer of other female genital organs', 'Radiotherapy', 'Secondary malignant neoplasm', 'Secondary malignancy of lymph nodes', 'Secondary malignancy of bone', 'Myeloproliferative disease', 'Nontoxic uninodular goiter', 'Diabetes mellitus', 'Type 1 diabetes', 'Type 2 diabetes', 'Type 2 diabetes with ophthalmic manifestations', 'Delay in sexual development and puberty NEC', 'Anorexia', 'Morbid obesity', 'Other immunological findings', 'Acquired hemolytic anemias', 'Encounter for long-term (current) use of anticoagulants', 'Other and unspecified coagulation defects', 'Hypercoagulable state', 'Primary hypercoagulable state', 'Purpura and other hemorrhagic conditions', 'Lymphadenitis', 'Swelling, mass, or lump in head and neck [Space-occupying lesion, intracranial NOS]', 'Somatoform disorder', 'Mental retardation', 'Cerebral degeneration, unspecified', 'Essential tremor', 'Anterior horn cell disease', 'Multiple sclerosis', 'Other peripheral nerve disorders', 'Degeneration of macula and posterior pole of retina', 'Macular degeneration (senile) of retina NOS', 'Other disorders of eye', 'Disorders of vitreous body', 'Sensorineural hearing loss', 'Other specified cardiac dysrhythmias', 'Occlusion and stenosis of precerebral arteries', 'Other aneurysm', 'Peripheral vascular disease, unspecified', 'Acute sinusitis', 'Septal Deviations/Turbinate Hypertrophy', 'Bronchitis', 'Pneumonitis due to inhalation of food or vomitus', 'Stricture and stenosis of esophagus', 'Dysphagia', 'Intestinal malabsorption (non-celiac)', 'Chronic liver disease and cirrhosis', 'Other chronic nonalcoholic liver disease', 'Cirrhosis of liver without mention of alcohol', 'Other biliary tract disease', 'Splenomegaly', 'Chronic cystitis', 'Bladder neck obstruction', 'Urethral stricture (not specified as infectious)', 'Genital prolapse', 'Prolapse of vaginal walls', 'Known or suspected fetal abnormality affecting management of mother', 'Cellulitis and abscess of leg, except foot', 'Erythematosquamous dermatosis', 'Seborrheic dermatitis', 'Psoriasis and related disorders', 'Psoriasis', 'Psoriasis vulgaris', 'Psoriatic arthropathy', 'Hirsutism', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Rupture of synovium', 'Disorders of muscle, ligament, and fascia', 'Kyphosis (acquired)', 'Osteoarthrosis, localized, primary', 'Hypothermia/Chills', 'Other open wound of head and face', 'Poisoning by water, mineral, and uric acid metabolism drugs']",2 +C_0701,2,8,"[0.02027, 0.03447, 0.04287, 0.01536, 0.04744, 0.03356, 0.03967, 0.0377, 0.03932, 0.04649, 0.008477, 0.00245, 0.0132, 1.358e-07, 0.000133, 0.03204, 0.01238, 0.03155, 0.001372, 0.01395, 0.04474, 0.04553, 0.007826, 0.0194, 0.03577, 0.03347, 0.02845, 0.01152, 0.02411, 0.04242, 0.04992, 0.03895, 0.03753, 0.001989, 0.01392, 0.01979, 0.04469, 0.04949, 0.04348, 0.03531, 0.03877, 0.02807, 0.01932, 0.003477, 0.02036, 0.00685, 0.004016, 0.01438, 0.04245, 0.005408, 0.008182, 0.02998, 0.0356, 0.03733, 0.03362, 0.0003166, 0.04356, 0.004774, 0.006721, 0.008261, 0.01964, 0.04784, 0.03121, 0.002371, 4.388e-05, 0.001569, 0.0308, 0.03507, 0.02094, 0.01463, 0.0005352, 0.0008051, 1.616e-08, 2.592e-06, 0.0007912, 0.0002193, 0.005115, 0.02512, 0.0427, 0.005613, 0.01895, 0.03532, 0.02674, 0.0139, 0.04871, 0.02953]","[0.815, 0.804, 0.806, 1.71, 1.628, 0.657, 0.809, 0.632, 1.317, 0.565, 1.11, 1.136, 1.468, 1.665, 2.302, 1.655, 1.19, 0.874, 1.406, 1.411, 1.255, 1.256, 0.72, 1.888, 1.15, 1.155, 0.844, 0.754, 1.757, 0.793, 0.577, 0.57, 1.317, 1.318, 1.528, 1.204, 1.333, 0.781, 0.87, 0.899, 1.289, 0.699, 1.166, 1.291, 0.448, 1.195, 0.781, 0.516, 1.211, 1.992, 1.966, 0.537, 0.575, 0.756, 0.836, 2.281, 0.871, 1.197, 1.208, 1.236, 1.31, 1.541, 1.181, 1.293, 1.735, 1.517, 1.213, 1.173, 0.466, 1.173, 1.41, 1.409, 1.584, 2.165, 2.189, 1.981, 0.298, 0.703, 0.834, 1.904, 0.613, 0.461, 1.548, 1.319, 1.42, 0.829]","['Intestinal infection', 'Bacterial enteritis', 'Intestinal infection due to C. difficile', 'Dermatophytosis of the body', 'Histoplasmosis', 'Cervical cancer', 'Secondary malignant neoplasm of digestive systems', 'Vascular hamartomas and non-neoplastic nevi', ""Graves' disease"", 'Toxic multinodular goiter', 'Hypothyroidism', 'Hypothyroidism NOS', 'Thyroiditis', 'Type 1 diabetes', 'Type 1 diabetes with ketoacidosis', 'Type 1 diabetes with ophthalmic manifestations', 'Insulin pump user', 'Abnormal glucose', 'Diabetic retinopathy', 'Hypoglycemia', 'Testicular dysfunction', 'Testicular hypofunction', 'Failure to thrive (childhood)', 'Disturbances of amino-acid transport', 'Gout and other crystal arthropathies', 'Gout', 'Disorders of calcium/phosphorus metabolism', 'Disorders of phosphorus metabolism', 'Autoimmune hemolytic anemias', 'Secondary thrombocytopenia', 'Schizophrenia', 'Somatoform disorder', 'Sleep related movement disorders', 'Extrapyramidal disease and abnormal movement disorders', 'Torsion dystonia', 'Degeneration of macula and posterior pole of retina', 'Macular degeneration, dry', 'Primary open angle glaucoma', 'Nonrheumatic aortic valve disorders', 'Tachycardia NOS', 'Abnormal function study of cardiovascular system', 'Intracerebral hemorrhage', 'Atherosclerosis', 'Atherosclerosis of the extremities', 'Acute vascular insufficiency of intestine', 'Peripheral vascular disease', 'Acute pharyngitis', 'Acute laryngitis and tracheitis', 'Diseases of hard tissues of teeth', 'Diseases of pulp and periapical tissues', 'Periapical abscess', 'Disorders of esophageal motility', 'Heartburn', 'Dyspepsia and other specified disorders of function of stomach', 'Diaphragmatic hernia', 'Celiac disease', 'Intestinal obstruction without mention of hernia', 'Chronic liver disease and cirrhosis', 'Other chronic nonalcoholic liver disease', 'Cirrhosis of liver without mention of alcohol', 'Portal hypertension', 'Acute and subacute necrosis of liver', 'Abnormal results of function study of liver', 'Other biliary tract disease', 'Cholangitis', 'Obstruction of bile duct', 'Renal dialysis', 'End stage renal disease', 'Noninflammatory disorders of ovary, fallopian tube, and broad ligament', 'Disturbance of skin sensation', 'Lupus (localized and systemic)', 'Systemic lupus erythematosus', 'Diffuse diseases of connective tissue', 'Sicca syndrome', 'Polymyositis', 'Dermatomyositis', 'Ankylosing spondylitis', 'Hammer toe (acquired)', 'Cardiac shunt/ heart septal defect', 'Congenital anomalies of peripheral vascular system', 'Other congenital musculoskeletal anomalies', 'Pectus and other congenital anomalies of ribs/sternum', 'Abnormal posture', 'Fracture of foot', 'Fracture of clavicle or scapula', 'Dislocation']",2 +C_1402,1,5,"[0.01515, 0.04219, 0.01716, 0.0393, 0.02202, 0.03033, 0.03935, 0.02328, 0.004691, 0.03455, 0.01937, 0.01107, 0.04602, 0.02649, 0.008153, 0.02473, 0.02764, 0.03641, 0.03995, 0.01536, 0.0151, 0.001066, 0.001497, 0.0308, 0.04267, 0.0453, 0.04141, 0.01069, 0.01541, 0.01405, 0.03238, 0.03028, 0.03181, 0.0008176, 0.0434, 0.04623, 0.0411, 0.02326, 0.02364, 0.03681, 0.006855, 0.02731, 0.04126, 0.02931, 0.02926, 0.03814, 0.025, 0.03586, 0.02907, 0.006518, 0.04104, 0.0233, 0.00158, 0.006391, 0.04501, 0.02629, 0.0139, 0.01116, 0.006544]","[3.547, 0.536, 0.374, 1.975, 2.042, 0.768, 0.765, 0.462, 1.9, 3.572, 1.909, 2.209, 0.689, 1.505, 1.679, 0.486, 0.277, 0.346, 0.231, 2.79, 1.885, 2.022, 2.532, 1.569, 0.459, 1.502, 1.58, 3.864, 0.57, 3.132, 0.608, 1.824, 1.311, 1.62, 3.367, 0.527, 0.129, 2.862, 1.915, 0.123, 2.247, 0.508, 1.586, 2.971, 0.551, 2.607, 1.908, 1.876, 2.119, 2.713, 0.233, 2.629, 2.995, 1.604, 1.992, 2.379, 2.655, 3.769, 4.165]","['Aspergillosis', 'Cancer of larynx, pharynx, nasal cavities', 'Cancer of larynx', 'Cervical intraepithelial neoplasia [CIN] [Cervical dysplasia]', 'Large cell lymphoma', 'Diabetes mellitus', 'Type 2 diabetes', 'Type 2 diabetes with neurological manifestations', 'Disorders of adrenal glands', 'Hyperaldosteronism', 'Adrenal hypofunction', 'Glucocorticoid deficiency', 'Vitamin deficiency', 'Acid-base balance disorder', 'Acidosis', 'Morbid obesity', 'Iron deficiency anemia secondary to blood loss (chronic)', 'Other deficiency anemia', 'Megaloblastic anemia', 'Transient alteration of awareness', 'Schizophrenia and other psychotic disorders', 'Extrapyramidal disease and abnormal movement disorders', 'Essential tremor', 'Myopia', 'Other disorders of eyelids', 'Otitis media', 'Suppurative and unspecified otitis media', 'Labyrinthitis', 'Myocardial infarction', 'Hypertrophic obstructive cardiomyopathy', 'Other specified cardiac dysrhythmias', 'Chronic tonsillitis and adenoiditis', 'Allergic rhinitis', 'Asthma', 'Respiratory arrest', 'Other symptoms of respiratory system', 'Painful respiration', 'Other diseases of respiratory system, NEC', 'Dyspepsia and other specified disorders of function of stomach', 'Abnormal serum enzyme levels', 'Cholecystitis without cholelithiasis', 'Other symptoms involving abdomen and pelvis', 'Other abnormality of urination', 'Hematological disorders of newborn', 'Disturbance of skin sensation', 'Congenital anomalies of skin', 'Dyschromia and Vitiligo', 'Other dyschromia', 'Arthropathy associated with infections', 'Pyogenic arthritis', 'Valvular heart disease/ heart chambers', 'Other specified congenital anomalies of kidney', 'Symptoms of the muscles', 'Sprains and strains', 'Joint/ligament sprain', 'Injuries to the nervous system', 'Allergic reaction to food', 'Poisoning by agents primarily affecting blood constituents', 'Anticoagulants causing adverse effects']",2 +DPB1_0401,0,7,"[0.008945, 0.01716, 0.01314, 0.03426, 0.01154, 0.01803, 0.03567, 0.03963, 0.03292, 0.01683, 0.02591, 0.005636, 0.01768, 0.02454, 0.04975, 0.04669, 0.04912, 0.003299, 0.04246, 0.02639, 0.04177, 0.0214, 0.03759, 0.0192, 0.03426, 0.03763, 0.03755, 0.01496, 0.04077, 0.04579, 0.03081, 0.03777, 0.0003728, 0.002051, 0.02743, 0.03588, 0.03051, 0.007357, 0.00842, 0.01413, 0.01353, 0.02587, 0.01871, 0.01982, 0.03778, 0.01371, 0.01207, 0.002741]","[0.616, 0.905, 0.811, 0.808, 1.859, 1.901, 1.224, 1.306, 1.94, 0.551, 0.595, 3.104, 0.51, 0.82, 1.226, 1.467, 1.211, 0.648, 0.581, 0.584, 0.72, 2.091, 0.842, 1.262, 0.868, 0.765, 0.865, 1.753, 1.163, 0.764, 0.778, 1.199, 0.621, 0.793, 1.796, 1.163, 1.189, 0.754, 1.194, 1.678, 0.557, 2.043, 1.51, 1.58, 0.687, 1.919, 0.82, 0.579]","['Viral Enteritis', 'Bacterial infection NOS', 'E. coli', 'Infection with drug-resistant microorganisms', ""Althete's foot"", 'Dermatophytosis of the body', 'Cancer of brain', 'Multiple myeloma', 'Benign neoplasm of eye, uveal', 'Benign neoplasm of thyroid glands', 'Type 1 diabetes with ophthalmic manifestations', 'Precocious sexual development and puberty NEC', 'Acquired coagulation factor deficiency', 'Dysthymic disorder', 'Alcohol-related disorders', 'Alcoholic liver damage', 'Myopathy', 'Corneal opacity and other disorders of cornea', ""Fuchs' dystrophy"", 'Eye infection, viral', 'Uveitis, noninfectious or NOS', 'Scleritis and episcleritis', 'Suppurative and unspecified otitis media', 'Heart valve replaced', 'Other forms of chronic heart disease', 'ASCVD', 'Chronic pulmonary heart disease', ""Wegener's granulomatosis"", 'Hemorrhoids', 'Influenza', 'Esophageal bleeding (varices/hemorrhage)', 'Other intestinal obstruction', 'Primary biliary cirrhosis', 'Abnormal results of function study of liver', 'Proliferative glomerulonephritis', 'Urinary calculus', 'Calculus of kidney', 'Other local infections of skin and subcutaneous tissue', 'Disturbance of skin sensation', 'Psoriatic arthropathy', 'Disorders of muscle, ligament, and fascia', 'Other disorders of soft tissues', 'Aseptic necrosis of bone', 'Symptoms of the muscles', 'Nonspecific findings on examination of blood', ""Colles' fracture"", 'Open wounds of extremities', 'Insect bite']",2 +DPB1_0402,0,5,"[0.01602, 0.04735, 0.01744, 0.02815, 0.04946, 0.03426, 0.004711, 8.053e-07, 0.005887, 0.04802, 0.03008, 0.002239, 0.02026, 0.01593, 0.02713, 0.03684, 0.02254, 0.03635, 0.04157, 0.02733, 0.03619, 0.02649, 0.003403, 0.006692, 0.02254, 0.03032, 0.008715, 0.01635, 0.02616, 0.04586, 0.02517, 0.04189, 0.02795, 0.01155, 0.02069, 0.005396, 0.03364, 0.001377, 0.01711, 0.02773, 0.0357, 0.03181, 0.04032, 0.04594, 0.02667, 0.01876, 0.0466, 0.03524, 0.01185, 0.03405, 0.0005946, 0.03585, 0.04159, 0.04145, 0.04596, 0.02451, 0.004137, 0.004784, 0.03724, 0.009788, 0.01502, 0.03125, 0.01131]","[0.611, 0.512, 1.278, 0.785, 0.641, 0.62, 0.891, 0.481, 0.337, 0.495, 0.713, 0.769, 0.769, 0.716, 0.315, 0.693, 0.827, 0.823, 0.532, 1.286, 0.476, 0.49, 0.289, 0.556, 0.808, 1.345, 2.232, 0.327, 0.796, 1.174, 1.376, 1.358, 0.73, 0.58, 0.371, 0.721, 0.651, 1.466, 0.329, 0.827, 0.828, 0.365, 1.62, 0.672, 0.266, 0.541, 0.828, 0.37, 1.874, 1.289, 0.826, 0.696, 0.618, 0.647, 1.926, 0.721, 1.369, 1.452, 1.545, 0.73, 0.832, 0.772, 2.226]","['Herpes simplex', 'Cancer of other endocrine glands', 'Secondary malignant neoplasm of digestive systems', 'Secondary malignancy of brain/spine', 'Benign neoplasm of lip, oral cavity, and pharynx', 'Acquired hypothyroidism', 'Diabetes mellitus', 'Type 1 diabetes', 'Type 1 diabetes with ketoacidosis', 'Type 1 diabetes with renal manifestations', 'Type 2 diabetes with ophthalmic manifestations', 'Insulin pump user', 'Polyneuropathy in diabetes', 'Diabetic retinopathy', 'Precocious sexual development and puberty NEC', 'Hyperosmolality and/or hypernatremia', 'Acid-base balance disorder', 'Acidosis', 'Congenital coagulation defects', 'Secondary thrombocytopenia', 'Schizophrenia', 'Suicidal ideation', 'Somatoform disorder', 'Conduct disorders', 'Migraine', 'Hemiplegia', 'Superficial keratitis', 'Scleritis and episcleritis', 'Impacted cerumen', 'Other hypertensive complications', 'Primary pulmonary hypertension', 'Cardiac arrest and ventricular fibrillation', 'Atherosclerosis of native arteries of the extremities with intermittent claudication', 'Other disorders of arteries and arterioles', 'Stricture of artery', 'Other disorders of circulatory system', 'Paralysis/spasm of vocal cords or larynx', 'Epistaxis or throat hemorrhage', 'Viral pneumonia', 'Empyema and pneumothorax', 'Other symptoms of respiratory system', 'Respiratory complications', 'Dentofacial anomalies, including malocclusion', 'Diseases of the salivary glands', 'Leukoplakia of oral mucosa', ""Barrett's esophagus"", 'Hemorrhage of gastrointestinal tract', 'Acute prostatitis', 'Benign neoplasm of breast', 'Prolapse of vaginal walls', 'Superficial cellulitis and abscess', 'Sarcoidosis', 'Corns and callosities', 'Chronic ulcer of unspecified site', 'Rupture of synovium', 'Congenital anomalies of great vessels', 'Congenital anomalies of urinary system', 'Cystic kidney disease', 'Other specified congenital anomalies of kidney', 'Thoracic or lumbosacral neuritis or radiculitis, unspecified', 'Myalgia and myositis unspecified', 'Abnormal Papanicolaou smear of cervix and cervical HPV', 'Toxic effect of venom']",2 +DPB1_0601,1,8,"[0.03833, 0.02355, 0.005285, 0.01642, 0.008795, 0.04672, 0.0003959, 0.03372, 0.0007357, 0.03814, 0.04758, 0.02794, 0.009725, 0.04978, 0.04372, 0.03114, 0.009459, 0.04329, 0.02043, 0.03872, 0.03307, 0.02908, 0.02015, 0.04546, 0.04354, 0.00545, 0.04311, 0.04759, 0.04401, 0.02474, 0.01316, 0.04394, 0.004336, 0.03752, 0.01531, 0.03092, 0.007299, 0.04782, 0.035, 0.02977, 0.04392, 0.02431, 0.03227, 0.04442, 0.007404, 0.01863, 0.03123, 0.01286, 0.02268, 0.01298, 0.02881, 0.04536, 0.01177, 0.02707, 0.007673, 0.0001286, 0.01821, 0.02484, 0.002759, 0.01844]","[1.469, 1.533, 3.096, 1.286, 2.052, 0.365, 2.667, 1.902, 2.453, 1.499, 0.315, 0.429, 0.31, 0.701, 1.241, 1.547, 1.879, 1.401, 0.588, 0.689, 1.964, 2.826, 1.455, 1.48, 2.032, 1.458, 1.665, 1.494, 0.539, 1.927, 1.964, 2.235, 3.187, 1.166, 1.203, 0.729, 0.258, 0.676, 1.446, 0.374, 0.402, 0.422, 0.44, 0.403, 3.239, 3.083, 2.047, 1.355, 1.369, 1.51, 1.596, 2.23, 2.112, 2.453, 2.994, 1.701, 1.455, 2.644, 2.333, 1.987]","['Methicillin sensitive Staphylococcus aureus', 'Viral warts & HPV', 'Cancer of nasopharynx', 'Other non-epithelial cancer of skin', 'Carcinoma in situ of skin', 'Malignant neoplasm of ovary', 'Cancer of other female genital organs', 'Benign neoplasm of lip, oral cavity, and pharynx', 'Acquired hypothyroidism', 'Type 1 diabetes', 'Impaired fasting glucose', 'Testicular dysfunction', 'Testicular hypofunction', 'Hyperpotassemia', 'Diseases of white blood cells', 'Bipolar', 'Posttraumatic stress disorder', 'Substance addiction and disorders', 'Other conditions of brain, NOS', 'Hereditary and idiopathic peripheral neuropathy', 'Myasthenia gravis', 'Progressive myopia', 'Open-angle glaucoma', 'Inflammation of eyelids', ""Meniere's disease"", 'Other forms of chronic heart disease', 'Left bundle branch block', 'Heart transplant/surgery', 'Intracranial hemorrhage', 'Phlebitis and thrombophlebitis of lower extremities', 'Chronic obstructive asthma', 'Disorders of diaphragm', 'Respiratory complications', 'Esophagitis, GERD and related diseases', 'GERD', 'Diverticulosis and diverticulitis', 'Diverticulitis', 'Ascites (non malignant)', 'Hydronephrosis', 'Dyschromia and Vitiligo', 'Other dyschromia', 'Psoriasis and related disorders', 'Psoriasis', 'Psoriasis vulgaris', 'Circumscribed scleroderma', 'Abnormal granulation tissue', 'Dermatomyositis', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Synovitis and tenosynovitis', 'Joint effusions', 'Obstructive genitourinary defect', 'Congenital anomalies of limbs', 'Other congenital anomalies of lower limb, including pelvic girdle', 'Congenital hip dysplasia and deformity', 'Open wounds of head; neck; and trunk', 'Open wounds of extremities', 'Open wound of foot except toe(s) alone', 'Injuries to the nervous system', 'Poisoning by hormones and synthetic substitutes']",2 +DQA1_0501,3,7,"[0.03497, 0.03821, 0.02121, 0.03292, 0.02364, 0.01467, 0.02525, 2.313e-05, 4.501e-06, 5.74e-08, 0.001769, 1.603e-07, 0.03835, 0.04598, 0.01353, 7.543e-10, 0.004279, 0.006114, 0.0154, 0.04787, 0.03249, 0.009896, 0.0002855, 0.001179, 0.04038, 0.02391, 0.02374, 0.04295, 0.007663, 0.009603, 0.00917, 0.02931, 0.02475, 0.02686, 0.004293, 0.01707, 0.04859, 0.002826, 0.01082, 0.04637, 0.03603, 0.007553, 0.02469, 0.02015, 0.04396, 0.01249, 0.04366, 0.03116, 0.01566, 0.04854, 0.02018, 0.0055, 0.02498, 0.0005871, 0.02395, 0.00656, 0.04848, 0.002768, 2.164e-07, 0.005049, 0.0495, 0.04641, 0.005829, 0.02079, 0.04939, 0.01635, 0.02462, 0.02786, 0.01529, 0.001834, 0.02583, 0.02539, 0.02481, 0.04248, 0.04375, 0.005497, 0.01303, 0.005129, 0.02662, 0.008091, 1.567e-06, 9.703e-05, 0.01021, 0.00274, 0.02296, 0.005474, 0.03602, 0.02351, 0.005691, 0.04581, 0.04072, 0.006273, 0.04644, 0.02367, 0.04177, 0.03895, 0.02181, 0.03935, 0.00942]","[1.474, 0.592, 0.667, 0.833, 0.846, 1.979, 0.713, 1.486, 1.804, 1.221, 1.248, 1.229, 1.366, 1.306, 1.086, 1.803, 1.874, 1.889, 1.756, 1.591, 1.179, 1.348, 1.268, 1.394, 0.472, 0.56, 1.337, 1.146, 1.158, 1.176, 1.282, 1.398, 1.745, 1.068, 1.304, 0.479, 0.598, 0.47, 0.4, 0.735, 0.531, 0.832, 0.835, 0.768, 1.336, 1.204, 1.073, 1.082, 1.162, 1.128, 0.885, 0.892, 0.841, 0.864, 1.666, 1.933, 0.642, 0.591, 3.784, 1.163, 1.121, 1.19, 1.81, 1.275, 1.527, 1.501, 1.081, 1.23, 1.109, 1.22, 1.207, 1.224, 1.17, 1.191, 1.224, 1.71, 1.589, 1.308, 1.246, 1.395, 1.465, 1.904, 1.827, 1.74, 0.877, 0.834, 0.638, 0.708, 0.676, 0.482, 1.608, 0.598, 0.829, 1.698, 1.655, 1.751, 1.249, 0.792, 1.156]","['Viral Enteritis', 'Herpes zoster with nervous system complications', 'Cervical cancer', 'Cancer of brain and nervous system', 'Secondary malignancy of bone', 'Neurofibromatosis', 'Benign neoplasm of other endocrine glands and related structures', 'Thyrotoxicosis with or without goiter', ""Graves' disease"", 'Hypothyroidism', 'Secondary hypothyroidism', 'Hypothyroidism NOS', 'Thyroiditis', 'Other disorders of thyroid', 'Diabetes mellitus', 'Type 1 diabetes', 'Type 1 diabetes with ketoacidosis', 'Type 1 diabetes with renal manifestations', 'Type 1 diabetes with ophthalmic manifestations', 'Type 1 diabetes with neurological manifestations', 'Type 2 diabetes with renal manifestations', 'Type 2 diabetes with ophthalmic manifestations', 'Insulin pump user', 'Diabetic retinopathy', 'Delay in sexual development and puberty NEC', 'Cachexia', 'Hyperosmolality and/or hypernatremia', 'Fluid overload', 'Iron deficiency anemias', 'Iron deficiency anemias, unspecified or not due to blood loss', 'Iron deficiency anemia secondary to blood loss (chronic)', 'Acquired hemolytic anemias', 'Autoimmune hemolytic anemias', 'Other anemias', 'Anemia in chronic kidney disease', 'Hypersomnia', 'Organic or persistent insomnia', 'Disorders of the globe', 'Progressive myopia', 'Corneal opacity and other disorders of cornea', ""Fuchs' dystrophy"", 'Glaucoma', 'Open-angle glaucoma', 'Primary open angle glaucoma', 'Ptosis of eyelid', 'Abnormal heart sounds', 'Ischemic Heart Disease', 'Coronary atherosclerosis', 'Other chronic ischemic heart disease, unspecified', 'Occlusion and stenosis of precerebral arteries', 'Acute sinusitis', 'Acute upper respiratory infections of multiple or unspecified sites', 'Acute pharyngitis', 'Allergic rhinitis', 'Jaw disease NOS', 'Ulcer of esophagus', 'Heartburn', 'Other specified gastritis', 'Celiac disease', 'Diverticulosis and diverticulitis', 'Diverticulosis', 'Other disorders of liver', 'Acute and subacute necrosis of liver', 'Jaundice (not of newborn)', 'Non-proliferative glomerulonephritis', 'Nephrotic syndrome without mention of glomerulonephritis', 'Renal failure', 'Renal failure NOS', 'Chronic renal failure [CKD]', 'Chronic Kidney Disease, Stage III', 'Chronic Kidney Disease, Stage IV', 'Chronic kidney disease, Stage I or II', 'Kidney replaced by transpant', 'Disorders resulting from impaired renal function', 'Renal osteodystrophy', 'Urethral stricture (not specified as infectious)', 'Uterine/Uterovaginal prolapse', 'Lupus (localized and systemic)', 'Systemic lupus erythematosus', 'Sarcoidosis', 'Diffuse diseases of connective tissue', 'Sicca syndrome', 'Polymyositis', 'Dermatomyositis', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Contracture of tendon (sheath)', 'Malunion and nonunion of fracture', 'Hammer toe (acquired)', 'Stress fracture', 'Congenital anomalies of peripheral vascular system', 'Other congenital musculoskeletal anomalies', 'Thoracic or lumbosacral neuritis or radiculitis, unspecified', 'Muscular wasting and disuse atrophy', 'Rhabdomyolysis', 'Facial weakness', 'Complications of transplants and reattached limbs', 'Bone marrow or stem cell transplant', 'Atopic/contact dermatitis due to other or unspecified']",2 +DQB1_0502,1,6,"[0.005053, 0.0297, 0.01563, 0.03265, 0.01882, 0.02588, 0.02118, 0.04516, 0.003632, 0.03715, 0.005241, 0.00329, 0.0336, 0.002252, 0.03912, 0.03678, 0.02874, 0.03909, 0.001224, 0.01254, 0.04622, 0.01097, 0.005677, 0.02449, 0.00283, 0.02859, 0.04741, 0.04326, 0.04259, 0.01225, 0.02577, 0.0172, 0.01932, 0.006024, 0.003765, 0.01689, 0.0129, 0.01523, 0.02273, 0.04455, 0.01805, 0.0001595, 0.03283, 0.03767, 0.0303, 0.03925, 0.006178, 0.01204, 0.01822, 0.04038, 0.0386, 0.006179, 0.04121]","[3.317, 2.511, 2.148, 1.692, 1.442, 2.155, 0.099, 2.329, 4.68, 2.637, 1.395, 1.452, 1.523, 4.237, 2.929, 0.803, 0.538, 2.932, 1.762, 1.879, 3.346, 1.841, 2.852, 2.28, 4.142, 2.364, 0.82, 0.7, 1.366, 2.955, 1.583, 2.56, 2.258, 2.982, 3.177, 0.464, 0.409, 2.139, 1.537, 1.79, 1.989, 6.18, 2.206, 2.619, 0.553, 2.608, 4.247, 3.758, 3.005, 2.23, 1.485, 1.608, 2.367]","['Cancer of major salivary glands', 'Cancer of of nasal cavities', 'Malignant neoplasm of ovary', 'Secondary malignant neoplasm of digestive systems', 'Neoplasm of uncertain behavior', 'Benign neoplasm of other endocrine glands and related structures', 'Type 1 diabetes', 'Adrenal hyperfunction', 'Hyperaldosteronism', 'Other specified disorders of plasma protein metabolism', 'Overweight, obesity and other hyperalimentation', 'Obesity', 'Morbid obesity', 'Localized adiposity', 'Non-autoimmune hemolytic anemias', 'Other anemias', 'Anemia in neoplastic disease', 'Defibrination syndrome', 'Other conditions of brain', 'Cerebral edema and compression of brain', 'Cerebral cysts', 'Encephalopathy, not elsewhere classified', 'Drusen (degenerative) of retina', 'Astigmatism', 'Epiphora', 'Nonrheumatic tricuspid valve disorders', 'Cardiac dysrhythmias', 'Tachycardia NOS', 'Acute sinusitis', 'Acute laryngitis and tracheitis', 'Septal Deviations/Turbinate Hypertrophy', 'Chronic laryngitis', 'Bronchitis', 'Disorders of tooth development', 'Disturbances in tooth eruption', 'Gastritis and duodenitis', 'Noninfectious gastroenteritis', 'Symptoms involving digestive system', 'Ascites (non malignant)', 'Cystitis and urethritis', 'Cystitis', 'Chronic cystitis', 'Symptomatic artificial menopause', 'Congenital anomalies of skin', 'Erythematous conditions', 'Keloid scar', 'Other and unspecified disc disorder', 'Osteoarthrosis involving more than one site, but not specified as generalized', 'Congenital musculoskeletal deformities of spine', 'Symptoms of the muscles', 'Muscle weakness', 'Sprains and strains', 'Non-healing surgical wound']",2 +DQB1_0503,0,8,"[0.04259, 0.04549, 0.0247, 0.02474, 0.002411, 0.0351, 0.04729, 0.03101, 0.02243, 0.0086, 0.02526, 0.0482, 0.04556, 0.009641, 0.002565, 0.02061, 0.02189, 0.04909, 0.04089, 0.03011, 0.03414, 0.009969, 0.02381, 0.03617, 0.03167, 0.001567, 0.04186, 0.04456, 0.03757, 0.003796, 0.03015, 0.02386, 0.00424, 0.01583, 0.002038, 0.04421, 0.01697, 0.03507, 0.03706, 0.02324, 0.01969, 0.03417, 0.02443, 0.04068, 0.04878, 0.01185, 0.04093, 0.01461, 0.02963, 0.01974, 0.03369, 0.01621, 0.03665, 0.02174, 0.03526, 0.03016]","[0.586, 0.58, 1.399, 0.618, 0.337, 1.718, 1.449, 1.843, 2.51, 2.553, 0.565, 1.14, 1.142, 0.718, 0.359, 0.433, 0.262, 2.033, 1.443, 1.223, 1.781, 2.142, 2.231, 1.52, 1.639, 3.739, 1.237, 1.317, 1.507, 1.911, 0.753, 1.752, 2.413, 1.388, 1.513, 0.565, 1.255, 0.637, 1.37, 0.665, 0.551, 2.222, 2.82, 1.822, 0.756, 0.65, 0.532, 0.57, 1.773, 1.52, 0.62, 0.337, 1.901, 1.462, 1.742, 1.608]","['Bacterial enteritis', 'Intestinal infection due to C. difficile', 'Viral infection', 'Cancer of larynx', 'Type 1 diabetes', 'Diabetes type 2 with peripheral circulatory disorders', 'Disorders of the pituitary gland and its hypothalamic control', 'Ovarian dysfunction', 'Carcinoid syndrome', 'Cachexia', 'Disorders of protein plasma/amino-acid transport and metabolism', 'Disorders of lipoid metabolism', 'Hyperlipidemia', 'Disorders of mineral metabolism', 'Other deficiency anemia', 'Megaloblastic anemia', 'Other vitamin B12 deficiency anemia', 'Vascular dementia', 'Other persistent mental disorders due to conditions classified elsewhere', 'Anxiety disorder', 'Agorophobia, social phobia, and panic disorder', 'Psychogenic and somatoform disorders', 'Somatoform disorder', 'Pervasive developmental disorders', 'Attention deficit hyperactivity disorder', 'Cerebral cysts', 'Abnormal movement', 'Abnormality of gait', 'Strabismus and other disorders of binocular eye movements', 'Strabismus (not specified as paralytic)', 'Cardiomegaly', 'Intracerebral hemorrhage', 'Nasal polyps', 'Diseases of the larynx and vocal cords', 'Other upper respiratory disease', 'Respiratory insufficiency', 'Other diseases of lung', 'Cirrhosis of liver without mention of alcohol', 'Cholelithiasis', 'Other symptoms involving abdomen and pelvis', 'Hydronephrosis', 'Benign neoplasm of breast', 'Neonatal bradycardia or tachycardia', 'Corns and callosities', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Polymyalgia Rheumatica', 'Synovitis and tenosynovitis', 'Contracture of joint', 'Pathologic fracture', 'Genitourinary congenital anomalies', 'Cystic kidney disease', 'Other congenital musculoskeletal anomalies', 'Neuralgia, neuritis, and radiculitis NOS', 'Complication of nervous system device, implant, and graft', 'Systemic inflammatory response syndrome (SIRS)']",2 +DRB1_0301,3,8,"[0.03363, 0.01617, 0.02092, 0.005037, 0.002425, 0.04901, 0.007124, 0.003254, 0.00771, 0.04306, 0.04371, 0.04951, 0.02493, 0.002133, 0.008245, 0.02428, 0.004946, 8.96e-06, 1.334e-06, 2.23e-05, 0.007672, 1.313e-05, 1.404e-07, 2.162e-29, 9.842e-09, 1.623e-06, 3.702e-07, 1.649e-05, 0.0006475, 1.988e-05, 6.797e-09, 0.005461, 1.347e-11, 0.00258, 0.04352, 0.03861, 0.01588, 0.03733, 0.03669, 0.03723, 0.04092, 0.04982, 0.0401, 0.001552, 0.002592, 0.04578, 0.00481, 0.006852, 0.04415, 0.00205, 0.008424, 0.04233, 0.02258, 0.02796, 0.0444, 0.02118, 0.03731, 0.03867, 0.01097, 0.04059, 0.04803, 0.03379, 0.02626, 0.03025, 0.04441, 0.0251, 0.005953, 0.0006683, 0.02321, 0.00862, 0.02731, 0.01167, 0.0301, 0.01276, 0.02319, 0.005353, 2.333e-11, 0.04866, 0.001518, 0.006281, 0.01007, 0.03023, 0.02806, 0.01075, 0.0005113, 0.007074, 0.007955, 0.001693, 0.01668, 0.02052, 0.001859, 0.03802, 0.01443, 0.0004554, 0.001824, 0.01216, 0.003442, 0.0005444, 0.002176, 0.001269, 0.001821, 0.01902, 0.0003316, 0.003822, 0.01712, 0.007676, 0.04804, 0.03678, 0.04194, 0.009771, 0.04129, 0.01102, 0.01825, 1.145e-07, 0.03847, 1.183e-06, 1.302e-10, 5.039e-08, 6.382e-05, 6.09e-07, 0.04053, 0.02895, 0.02518, 0.003299, 0.00775, 0.008712, 0.0366, 0.0439, 0.02264, 0.01802, 0.04912, 0.03356, 0.02264, 0.03012, 0.0331, 0.007527, 0.02828, 0.0007808, 0.02117]","[0.788, 0.755, 2.058, 1.518, 1.981, 1.253, 0.365, 0.802, 0.808, 1.282, 0.646, 0.784, 0.599, 0.751, 0.761, 0.786, 0.725, 1.561, 1.9, 1.193, 1.235, 1.214, 1.217, 2.938, 3.505, 3.018, 3.248, 2.757, 1.334, 1.687, 1.505, 1.304, 2.042, 1.548, 1.856, 1.16, 0.888, 0.665, 1.171, 1.717, 1.072, 1.226, 1.229, 0.862, 0.853, 0.839, 1.467, 1.477, 1.212, 1.369, 2.28, 1.121, 1.257, 1.159, 1.187, 1.415, 1.411, 1.329, 1.148, 1.137, 1.177, 1.223, 1.33, 1.161, 1.151, 0.309, 0.876, 0.724, 0.505, 0.878, 0.314, 1.804, 0.522, 0.58, 0.882, 0.772, 4.85, 0.72, 1.236, 1.223, 1.243, 1.367, 1.236, 1.359, 2.13, 1.36, 1.267, 1.559, 0.768, 1.208, 2.03, 1.458, 1.297, 1.615, 1.129, 1.125, 1.351, 1.18, 1.328, 1.289, 1.249, 1.122, 1.316, 1.314, 1.301, 0.812, 0.491, 0.49, 0.648, 0.693, 0.581, 1.331, 1.179, 1.705, 1.607, 1.658, 1.713, 2.465, 2.557, 2.523, 0.698, 0.388, 1.438, 0.588, 0.529, 0.738, 1.799, 0.502, 0.928, 1.728, 0.425, 1.172, 1.608, 1.21, 1.288, 1.327, 0.741, 1.232, 1.342]","['Bacterial enteritis', 'Intestinal infection due to C. difficile', 'Tuberculosis', 'Chronic hepatitis', 'Dermatophytosis of the body', 'Hx of malignant neoplasm of oral cavity and pharynx', 'Malignant neoplasm of retroperitoneum and peritoneum', 'Melanomas of skin, dx or hx', 'Melanomas of skin', 'Acquired absence of breast', 'Cervical cancer', 'Cancer of other female genital organs', 'Cancer of other female genital organs', 'Manlignant and unknown neoplasms of brain and nervous system', 'Cancer of brain and nervous system', 'Cancer of brain', 'Secondary malignant neoplasm of digestive systems', 'Thyrotoxicosis with or without goiter', ""Graves' disease"", 'Hypothyroidism', 'Secondary hypothyroidism', 'Hypothyroidism NOS', 'Diabetes mellitus', 'Type 1 diabetes', 'Type 1 diabetes with ketoacidosis', 'Type 1 diabetes with renal manifestations', 'Type 1 diabetes with ophthalmic manifestations', 'Type 1 diabetes with neurological manifestations', 'Type 2 diabetes with renal manifestations', 'Type 2 diabetes with ophthalmic manifestations', 'Insulin pump user', 'Polyneuropathy in diabetes', 'Diabetic retinopathy', 'Hypoglycemia', 'Other disorders of neurohypophysis', 'Hyperpotassemia', 'Hypopotassemia', 'Alkalosis', 'Fluid overload', 'Autoimmune hemolytic anemias', 'Other anemias', 'Anemia in chronic kidney disease', 'Aphasia/speech disturbance', 'Anxiety disorders', 'Anxiety disorder', 'Adjustment reaction', 'Sleep related movement disorders', 'Restless legs syndrome', 'Extrapyramidal disease and abnormal movement disorders', 'Partial epilepsy', 'Nonspecific abnormal findings in cerebrospinal fluid', 'Abnormal movement', 'Lack of coordination', 'Other retinal disorders', 'Degeneration of macula and posterior pole of retina', 'Macular degeneration, dry', 'Other nondiabetic retinopathy', 'Diplopia and disorders of binocular vision', 'Hypertensive heart and/or renal disease', 'Hypertensive chronic kidney disease', 'Angina pectoris', 'Carditis', 'Abnormal function study of cardiovascular system', 'Occlusion and stenosis of precerebral arteries', 'Peripheral vascular disease', 'Hypersensitivity angiitis', 'Acute upper respiratory infections of multiple or unspecified sites', 'Acute pharyngitis', 'Acute laryngitis and tracheitis', 'Allergic rhinitis', 'Respiratory arrest', 'Jaw disease NOS', 'Heartburn', 'Other specified gastritis', 'Abdominal hernia', 'Diaphragmatic hernia', 'Celiac disease', 'Symptoms involving digestive system', 'Chronic liver disease and cirrhosis', 'Other chronic nonalcoholic liver disease', 'Cirrhosis of liver without mention of alcohol', 'Primary biliary cirrhosis', 'Other disorders of liver', 'Liver replaced by transplant', 'Acute and subacute necrosis of liver', 'Jaundice (not of newborn)', 'Other biliary tract disease', 'Cholangitis', 'Hemorrhage of rectum and anus', 'Nephritis; nephrosis; renal sclerosis', 'Chronic glomerulonephritis, NOS', 'Nephrotic syndrome without mention of glomerulonephritis', 'Nephritis and nephropathy without mention of glomerulonephritis', 'Nephritis and nephropathy in diseases classified elsewhere', 'Renal failure', 'Acute renal failure', 'Renal failure NOS', 'Chronic renal failure [CKD]', 'Renal dialysis', 'End stage renal disease', 'Chronic Kidney Disease, Stage III', 'Other disorders of the kidney and ureters', 'Kidney replaced by transpant', 'Disorders resulting from impaired renal function', 'Renal osteodystrophy', 'Dysuria', 'Noninflammatory disorders of ovary, fallopian tube, and broad ligament', 'Symptoms involving female genital tract', 'Absent or infrequent menstruation', 'Irregular menstrual cycle', 'Dysmenorrhea', 'Other local infections of skin and subcutaneous tissue', 'Erythematous conditions', 'Lupus (localized and systemic)', 'Cutaneous lupus erythematosus', 'Systemic lupus erythematosus', 'Diffuse diseases of connective tissue', 'Sicca syndrome', 'Polymyositis', 'Dermatomyositis', 'Other inflammatory spondylopathies', 'Ankylosing spondylitis', 'Ganglion and cyst of synovium, tendon, and bursa', 'Hammer toe (acquired)', 'Other congenital musculoskeletal anomalies', 'Thoracic or lumbosacral neuritis or radiculitis, unspecified', 'Facial weakness', 'Symptoms involving nervous and musculoskeletal systems', 'Abdominal pain', 'Gangrene', 'Chronic fatigue syndrome', 'Fracture of lower limb', 'Fracture of patella', 'Fracture of ankle and foot', 'Fracture of foot', 'Complications of transplants and reattached limbs', 'Bone marrow or stem cell transplant', 'Atopic/contact dermatitis due to other or unspecified', 'Certain early complications of trauma or procedure']",2 diff --git a/outputs/clusters/SNP_cluster_3.csv b/outputs/clusters/SNP_cluster_3.csv index 472ab52..e50b40c 100644 --- a/outputs/clusters/SNP_cluster_3.csv +++ b/outputs/clusters/SNP_cluster_3.csv @@ -1,8 +1,19 @@ snp,x,y,p_values,odds_ratios,phenotypes,cluster -B_1401,3,5,"[0.0133, 0.01792, 0.007163, 0.03547, 0.004947, 0.02792, 0.02079, 0.01377, 0.03637, 8.793e-06, 0.003212, 0.03244, 0.03232, 0.04638, 0.01096, 0.01374, 0.009331, 0.002779, 0.01343, 0.04698, 0.004243, 0.008288, 0.01868, 1.702e-05, 0.02392, 0.01757, 0.03488, 0.04449, 0.01338, 0.03044, 0.02168, 0.004064, 0.01548, 0.01002, 0.0424, 0.01071, 0.007547, 0.03552, 0.000759, 0.001649, 0.02177, 0.04928, 0.04015, 0.02069, 0.02458, 0.03964, 0.0417, 0.03351, 0.02181, 0.005408, 0.001509, 0.02931, 0.001829, 0.006412, 0.004339, 0.04476]","[1.694, 1.604, 1.713, 2.639, 3.013, 1.887, 1.599, 1.598, 2.951, 4.104, 3.963, 2.186, 1.372, 1.736, 1.528, 0.469, 2.66, 2.299, 3.149, 1.738, 1.939, 1.731, 1.575, 3.012, 2.418, 1.552, 2.298, 0.363, 0.557, 2.499, 0.545, 0.305, 1.806, 2.052, 2.359, 1.558, 1.644, 1.58, 4.244, 5.307, 1.613, 1.315, 1.893, 1.673, 2.273, 1.802, 0.235, 2.673, 2.492, 3.792, 4.658, 1.565, 2.197, 4.163, 4.469, 3.328]","['Viral infection', 'Dermatophytosis / Dermatomycosis', 'Dermatophytosis', 'Cancer of eye', 'Lipoma of skin and subcutaneous tissue', 'Nontoxic uninodular goiter', 'Secondary hypothyroidism', 'Insulin pump user', 'Hypoparathyroidism', 'Other endocrine disorders', 'Nonspecific abnormal results of other endocrine function study', 'Alkalosis', 'Purpura and other hemorrhagic conditions', 'Secondary thrombocytopenia', 'Altered mental status', 'Obstructive sleep apnea', 'Infantile cerebral palsy', 'Tinnitus', 'Chronic pericarditis', 'Secondary/extrinsic cardiomyopathies', 'Cardiac defibrillator in situ', 'Heart failure NOS', 'Ill-defined descriptions and complications of heart disease', 'Abnormal function study of cardiovascular system', 'Subdural hemorrhage', 'Atherosclerosis', 'Atherosclerosis of aorta', 'Other disorders of circulatory system', 'Acute sinusitis', 'Chronic laryngitis', 'Chronic sinusitis', 'Empyema and pneumothorax', 'Diseases of hard tissues of teeth', 'Regional enteritis', 'Intestinal malabsorption (non-celiac)', 'Chronic liver disease and cirrhosis', 'Other chronic nonalcoholic liver disease', 'Cirrhosis of liver without mention of alcohol', 'Renal sclerosis, NOS', 'Acute cystitis', 'Calculus of kidney', 'Superficial cellulitis and abscess', 'Cellulitis and abscess of fingers/toes', 'Cellulitis and abscess of leg, except foot', 'Cellulitis and abscess of foot, toe', 'Cellulitis and abscess of trunk', 'Scar conditions and fibrosis of skin', 'Contracture of tendon (sheath)', 'Congenital anomalies of limbs', 'Other congenital anomalies of lower limb, including pelvic girdle', 'Congenital hip dysplasia and deformity', 'Swelling of limb', 'Complication of internal orthopedic device', 'Poisoning by agents primarily affecting blood constituents', 'Anticoagulants causing adverse effects', 'Poisoning by analgesics, antipyretics, and antirheumatics']",3 -B_2705,4,5,"[0.000582, 0.03857, 0.01537, 0.0228, 0.04359, 0.008936, 0.02126, 0.01122, 0.01524, 0.04102, 0.03498, 0.03083, 0.009733, 0.02306, 0.02577, 0.03797, 0.0139, 0.02172, 0.04407, 0.03359, 0.03761, 0.02816, 0.03767, 0.03281, 0.04638, 0.04111, 0.04091, 0.00754, 0.0313, 6.009e-06, 0.005631, 0.02919, 0.0005071, 0.00254, 0.04297, 0.001192, 0.006327, 0.02129, 0.003561, 0.01463, 0.001064, 0.003318, 0.006054, 0.001613, 0.001325, 0.003107, 0.04979, 0.04149, 0.01119, 0.003723, 0.02368, 0.04924, 0.04623, 0.0157, 0.01403, 0.04277, 0.005047, 0.03522, 0.0403, 0.01995, 0.02014, 0.03706, 0.03377, 0.04411, 0.005605, 0.003541, 0.007613, 0.01867, 0.02389, 2.7e-15, 1.606e-30, 0.02943, 0.01897, 0.01822, 0.004256, 0.01367, 0.01473, 0.02791, 0.0204, 0.00352, 0.004516, 0.03485, 0.02774]","[3.477, 1.859, 1.349, 1.937, 2.307, 0.583, 1.953, 1.613, 1.615, 2.104, 0.723, 0.858, 1.163, 1.18, 0.204, 0.526, 1.254, 1.198, 1.313, 1.595, 0.421, 0.427, 1.529, 1.672, 1.68, 1.346, 1.26, 2.123, 1.256, 2.587, 2.65, 1.295, 1.54, 1.698, 1.698, 1.565, 1.285, 1.294, 1.285, 1.34, 1.388, 2.686, 1.204, 1.251, 1.402, 1.422, 1.407, 0.428, 1.227, 1.635, 1.163, 1.343, 1.304, 1.41, 1.228, 1.944, 2.449, 1.941, 1.848, 2.151, 0.516, 1.918, 1.427, 1.413, 1.997, 0.586, 0.149, 1.254, 1.725, 3.606, 34.7, 1.84, 1.694, 0.608, 0.48, 2.381, 0.787, 1.383, 2.014, 0.509, 0.501, 2.155, 2.351]","['Tuberculosis', 'Viral hepatitis B', 'Viral infection', ""Althete's foot"", 'Dermatomycoses', 'Thyroid cancer', 'Nevus, non-neoplastic', 'Benign neoplasm of uterus', 'Uterine leiomyoma', 'Benign neoplasm of ovary', 'Nontoxic nodular goiter', 'Hypothyroidism', 'Electrolyte imbalance', 'Hypopotassemia', 'Deficiency of humoral immunity', 'Other immunological findings', 'Coagulation defects', 'Encounter for long-term (current) use of anticoagulants', 'Other and unspecified coagulation defects', 'Senile dementia', 'Agorophobia, social phobia, and panic disorder', 'Conduct disorders', 'Essential tremor', 'Disorders of the autonomic nervous system', 'Inflammatory and toxic neuropathy', 'Myopathy', 'Glaucoma', 'Hypermetropia', 'Inflammation of the eye', 'Uveitis, noninfectious or NOS', 'Nystagmus and other irregular eye movements', 'Otitis media', 'Rheumatic disease of the heart valves', 'Disease of tricuspid valve', 'Nonrheumatic tricuspid valve disorders', 'Heart valve replaced', 'Pulmonary heart disease', 'Chronic pulmonary heart disease', 'Cardiomegaly', 'Abnormal electrocardiogram [ECG] [EKG]', 'Arrhythmia (cardiac) NOS', 'Supraventricular premature beats', 'Congestive heart failure; nonhypertensive', 'Congestive heart failure (CHF) NOS', 'Heart failure with reduced EF [Systolic or combined heart failure]', 'Heart failure with preserved EF [Diastolic heart failure]', 'Symptoms involving cardiovascular system', ""Raynaud's syndrome"", 'Hypotension', 'Orthostatic hypotension', 'Pneumonia', 'Emphysema', 'Chronic bronchitis', 'Obstructive chronic bronchitis', 'Respiratory failure', 'Disorders of diaphragm', 'Ulcer of esophagus', 'Disorders of esophageal motility', 'Ulceration of the lower GI tract', 'Ulceration of intestine', 'Calculus of ureter', 'Oliguria and anuria', 'Psoriasis and related disorders', 'Psoriasis', 'Psoriatic arthropathy', 'Diffuse diseases of connective tissue', 'Sicca syndrome', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Juvenile rheumatoid arthritis', 'Other inflammatory spondylopathies', 'Ankylosing spondylitis', 'Bursitis disorders', 'Aseptic necrosis of bone', 'Curvature of spine', 'Kyphoscoliosis and scoliosis', 'Osteoarthrosis involving more than one site, but not specified as generalized', 'Cervicalgia', 'Fracture of radius and ulna', 'Open wound of hand except finger(s)', 'Dermatitis due to solar radiation', 'Chronic dermatitis due to solar radiation', 'Allergy/adverse effect of penicillin', 'Poisoning by analgesics, antipyretics, and antirheumatics']",3 -B_3701,5,5,"[0.01156, 0.04003, 0.009016, 0.008341, 0.04807, 0.003524, 0.04626, 0.02447, 0.02903, 0.001932, 0.02742, 0.02458, 0.003938, 0.0488, 0.01083, 0.03656, 0.02887, 0.02931, 0.005839, 0.04715, 0.006466, 0.0002138, 0.008059, 0.04944, 0.01019, 0.02654, 0.02466, 0.03524, 0.004929, 0.002774, 0.02856, 0.01302, 0.00681, 0.03269, 0.008353, 0.008562, 0.01382, 0.0177, 0.01374, 0.01779, 0.01864, 0.03602, 0.003591, 0.00198, 0.03747, 0.04862, 0.01105, 0.02898, 0.0005578, 0.008813, 2.68e-05, 1.092e-05, 2.865e-06, 0.03395, 0.02738, 0.005517, 0.02956, 0.01884, 0.02691, 0.00524, 0.03341, 0.04785, 4.809e-05, 0.02969, 0.02114, 0.03131, 0.01005, 0.01438]","[1.363, 1.899, 1.49, 1.503, 1.55, 2.961, 1.741, 0.322, 1.681, 1.397, 1.419, 1.457, 1.433, 1.488, 0.277, 0.806, 0.589, 0.457, 2.985, 1.49, 0.206, 5.086, 3.119, 2.054, 3.007, 2.57, 3.256, 1.997, 2.845, 3.043, 0.611, 2.888, 2.933, 1.905, 2.045, 1.435, 1.534, 3.492, 1.834, 1.718, 1.487, 2.066, 2.432, 3.19, 2.263, 0.622, 1.99, 2.393, 4.113, 3.074, 2.428, 2.537, 2.882, 2.464, 1.343, 0.503, 0.458, 1.729, 2.392, 1.377, 1.728, 2.853, 5.373, 2.349, 1.48, 1.663, 1.794, 1.474]","['Septicemia', 'Gram positive septicemia', 'Bacteremia', 'Staphylococcus infections', 'Methicillin sensitive Staphylococcus aureus', ""Althete's foot"", 'Cancer of oropharynx', 'Malignant neoplasm of other and ill-defined sites within the digestive organs and peritoneum', 'Cancer of connective tissue', 'Skin cancer', 'Melanomas of skin, dx or hx', 'Melanomas of skin', 'Other non-epithelial cancer of skin', 'Radiotherapy', 'Myeloproliferative disease', 'Diabetes mellitus', 'Insulin pump user', 'Polyneuropathy in diabetes', 'Other nutritional deficiency', 'Other and unspecified coagulation defects', 'Other diseases of blood and blood-forming organs', 'Specific nonpsychotic mental disorders due to brain damage', 'Peripheral autonomic neuropathy', 'Nerve root and plexus disorders', 'Nerve root lesions', 'Disorders of the globe', 'Progressive myopia', 'Other nondiabetic retinopathy', 'Retinal edema', 'Corneal opacity', 'Nonrheumatic aortic valve disorders', 'Hypertrophic obstructive cardiomyopathy', 'Anomalous atrioventricular excitation', 'Cardiac arrest and ventricular fibrillation', 'Chronic venous insufficiency [CVI]', 'Hypotension NOS', 'Pulmonary insufficiency or respiratory failure following trauma and surgery', 'Respiratory arrest', 'Dependence on respirator [Ventilator] or supplemental oxygen', 'Hyperventilation', 'Gastritis and duodenitis', 'Other specified gastritis', 'Gastritis and duodenitis, NOS', 'Hepatomegaly', 'Cholelithiasis with other cholecystitis', 'Urinary calculus', 'Vaginitis and vulvovaginitis', 'Preeclampsia and eclampsia', 'Other complications of pregnancy NEC', 'Transitory tachypnea or apnea of newborn', 'Psoriasis and related disorders', 'Psoriasis', 'Psoriasis vulgaris', 'Keloid scar', 'Seborrheic keratosis', 'Diseases of sebaceous glands', 'Sebaceous cyst', 'Chronic ulcer of leg or foot', 'Other and unspecified disorders of back', 'Osteoarthrosis NOS', 'Congenital anomalies of great vessels', 'Upper gastrointestinal congenital anomalies', 'Pectus and other congenital anomalies of ribs/sternum', 'Abnormal posture', 'Shock', 'Fracture of neck of femur', 'Internal derangement of knee', 'Sepsis']",3 -C_0102,4,6,"[0.02669, 0.02583, 0.01437, 0.01521, 0.01547, 0.00402, 0.008084, 0.0174, 0.03383, 0.04488, 0.00928, 0.02935, 0.02127, 0.007339, 0.01387, 0.007455, 0.00483, 0.002952, 0.001588, 0.00126, 0.01458, 0.03283, 0.003206, 0.02585, 0.0212, 0.03057, 0.02083, 0.009496, 0.03289, 0.03731, 0.03557, 0.03515, 0.0471, 0.02422, 0.0388, 0.01037, 0.01211, 0.02146, 0.006131, 0.04977, 0.007753, 0.0171, 0.0395, 0.01776, 0.02644, 0.02816, 0.03937, 0.04986, 0.01708, 0.02994, 0.005309, 0.02405, 0.03721, 0.03206, 0.01116, 0.0322, 0.005214, 0.01045, 0.0364, 0.006414, 0.003206, 0.03858, 0.04963, 0.02573, 0.02976, 0.01938, 0.03792, 0.0006103, 0.02337, 0.01648, 0.002324, 0.03352, 0.03728, 0.001296, 0.0034, 0.03683, 0.004909, 1.416e-11, 0.03096, 0.03498, 0.02263, 0.04698, 0.008973]","[1.359, 1.423, 1.48, 2.734, 1.377, 2.303, 1.647, 0.34, 0.755, 0.767, 0.268, 2.447, 1.817, 1.439, 1.588, 1.793, 1.772, 1.18, 1.22, 1.284, 1.206, 0.749, 2.117, 1.321, 1.418, 1.192, 2.6, 1.48, 0.697, 1.712, 0.705, 1.327, 1.389, 1.257, 1.764, 1.876, 2.116, 1.3, 1.962, 0.139, 1.441, 1.893, 1.5, 1.317, 1.307, 1.23, 1.193, 1.262, 0.444, 1.956, 1.965, 1.913, 1.664, 1.528, 1.742, 1.207, 1.661, 1.201, 1.346, 1.515, 1.568, 2.102, 0.369, 1.783, 0.719, 0.664, 0.528, 2.731, 0.669, 1.952, 2.745, 1.711, 2.129, 2.926, 2.415, 2.361, 1.828, 7.062, 0.575, 0.613, 0.564, 1.697, 2.588]","['Intestinal infection', 'Bacterial enteritis', 'Intestinal infection due to C. difficile', 'Tuberculosis', 'Viral infection', ""Althete's foot"", 'Mycoses', 'Cancer of liver and intrahepatic bile duct', 'Cancer within the respiratory system', 'Cancer of bronchus; lung', 'Squamous cell carcinoma', ""Cushing's syndrome"", 'Other endocrine disorders', 'Lack of normal physiological development', 'Failure to thrive (childhood)', 'Delayed milestones', 'Lack of normal physiological development, unspecified', 'Disorders of fluid, electrolyte, and acid-base balance', 'Electrolyte imbalance', 'Hypopotassemia', 'Hypovolemia', 'Lymphadenitis', 'Polycythemia, secondary', 'Delirium dementia and amnestic and other cognitive disorders', 'Dementias', 'Neurological disorders', 'Mild cognitive impairment', 'Memory loss', 'Adjustment reaction', 'Disorders of the autonomic nervous system', 'Migraine', 'Epilepsy', 'Partial epilepsy', 'Other peripheral nerve disorders', 'Nerve root and plexus disorders', 'Astigmatism', 'Hypermetropia', 'Inflammation of the eye', 'Uveitis, noninfectious or NOS', 'Otorrhea', 'Rheumatic disease of the heart valves', 'Mitral valve disease', 'Disease of tricuspid valve', 'Other forms of chronic heart disease', 'Chronic pulmonary heart disease', 'Cardiomegaly', 'Tachycardia NOS', 'Heart failure with reduced EF [Systolic or combined heart failure]', 'Abnormal function study of cardiovascular system', 'Subarachnoid hemorrhage', 'Atherosclerosis of aorta', 'Giant cell arteritis', 'Other disorders of arteries and arterioles', 'Varicose veins', 'Varicose veins of lower extremity', 'Hypotension', 'Orthostatic hypotension', 'Pneumonia', 'Chronic bronchitis', 'Diseases of hard tissues of teeth', 'Dental caries', 'Ulcer of esophagus', 'Calculus of bile duct', 'Secondary hyperparathyroidism (of renal origin)', 'Urinary calculus', 'Calculus of kidney', 'Calculus of ureter', 'Oliguria and anuria', 'Other nonmalignant breast conditions', 'Endometriosis', 'Dyspareunia', 'Symptomatic artificial menopause', 'Hemorrhage during pregnancy; childbirth and postpartum', 'Hematological disorders of newborn', 'Hyperhidrosis', 'Unspecified diffuse connective tissue disease', 'Other inflammatory spondylopathies', 'Ankylosing spondylitis', 'Kyphoscoliosis and scoliosis', 'Dermatitis due to solar radiation', 'Chronic dermatitis due to solar radiation', 'Poisoning by antibiotics', 'Allergy/adverse effect of penicillin']",3 -DQA1_0501,3,6,"[0.03497, 0.03821, 0.02121, 0.03292, 0.02364, 0.01467, 0.02525, 2.313e-05, 4.501e-06, 5.74e-08, 0.001769, 1.603e-07, 0.03835, 0.04598, 0.01353, 7.543e-10, 0.004279, 0.006114, 0.0154, 0.04787, 0.03249, 0.009896, 0.0002855, 0.001179, 0.04038, 0.02391, 0.02374, 0.04295, 0.007663, 0.009603, 0.00917, 0.02931, 0.02475, 0.02686, 0.004293, 0.01707, 0.04859, 0.002826, 0.01082, 0.04637, 0.03603, 0.007553, 0.02469, 0.02015, 0.04396, 0.01249, 0.04366, 0.03116, 0.01566, 0.04854, 0.02018, 0.0055, 0.02498, 0.0005871, 0.02395, 0.00656, 0.04848, 0.002768, 2.164e-07, 0.005049, 0.0495, 0.04641, 0.005829, 0.02079, 0.04939, 0.01635, 0.02462, 0.02786, 0.01529, 0.001834, 0.02583, 0.02539, 0.02481, 0.04248, 0.04375, 0.005497, 0.01303, 0.005129, 0.02662, 0.008091, 1.567e-06, 9.703e-05, 0.01021, 0.00274, 0.02296, 0.005474, 0.03602, 0.02351, 0.005691, 0.04581, 0.04072, 0.006273, 0.04644, 0.02367, 0.04177, 0.03895, 0.02181, 0.03935, 0.00942]","[1.474, 0.592, 0.667, 0.833, 0.846, 1.979, 0.713, 1.486, 1.804, 1.221, 1.248, 1.229, 1.366, 1.306, 1.086, 1.803, 1.874, 1.889, 1.756, 1.591, 1.179, 1.348, 1.268, 1.394, 0.472, 0.56, 1.337, 1.146, 1.158, 1.176, 1.282, 1.398, 1.745, 1.068, 1.304, 0.479, 0.598, 0.47, 0.4, 0.735, 0.531, 0.832, 0.835, 0.768, 1.336, 1.204, 1.073, 1.082, 1.162, 1.128, 0.885, 0.892, 0.841, 0.864, 1.666, 1.933, 0.642, 0.591, 3.784, 1.163, 1.121, 1.19, 1.81, 1.275, 1.527, 1.501, 1.081, 1.23, 1.109, 1.22, 1.207, 1.224, 1.17, 1.191, 1.224, 1.71, 1.589, 1.308, 1.246, 1.395, 1.465, 1.904, 1.827, 1.74, 0.877, 0.834, 0.638, 0.708, 0.676, 0.482, 1.608, 0.598, 0.829, 1.698, 1.655, 1.751, 1.249, 0.792, 1.156]","['Viral Enteritis', 'Herpes zoster with nervous system complications', 'Cervical cancer', 'Cancer of brain and nervous system', 'Secondary malignancy of bone', 'Neurofibromatosis', 'Benign neoplasm of other endocrine glands and related structures', 'Thyrotoxicosis with or without goiter', ""Graves' disease"", 'Hypothyroidism', 'Secondary hypothyroidism', 'Hypothyroidism NOS', 'Thyroiditis', 'Other disorders of thyroid', 'Diabetes mellitus', 'Type 1 diabetes', 'Type 1 diabetes with ketoacidosis', 'Type 1 diabetes with renal manifestations', 'Type 1 diabetes with ophthalmic manifestations', 'Type 1 diabetes with neurological manifestations', 'Type 2 diabetes with renal manifestations', 'Type 2 diabetes with ophthalmic manifestations', 'Insulin pump user', 'Diabetic retinopathy', 'Delay in sexual development and puberty NEC', 'Cachexia', 'Hyperosmolality and/or hypernatremia', 'Fluid overload', 'Iron deficiency anemias', 'Iron deficiency anemias, unspecified or not due to blood loss', 'Iron deficiency anemia secondary to blood loss (chronic)', 'Acquired hemolytic anemias', 'Autoimmune hemolytic anemias', 'Other anemias', 'Anemia in chronic kidney disease', 'Hypersomnia', 'Organic or persistent insomnia', 'Disorders of the globe', 'Progressive myopia', 'Corneal opacity and other disorders of cornea', ""Fuchs' dystrophy"", 'Glaucoma', 'Open-angle glaucoma', 'Primary open angle glaucoma', 'Ptosis of eyelid', 'Abnormal heart sounds', 'Ischemic Heart Disease', 'Coronary atherosclerosis', 'Other chronic ischemic heart disease, unspecified', 'Occlusion and stenosis of precerebral arteries', 'Acute sinusitis', 'Acute upper respiratory infections of multiple or unspecified sites', 'Acute pharyngitis', 'Allergic rhinitis', 'Jaw disease NOS', 'Ulcer of esophagus', 'Heartburn', 'Other specified gastritis', 'Celiac disease', 'Diverticulosis and diverticulitis', 'Diverticulosis', 'Other disorders of liver', 'Acute and subacute necrosis of liver', 'Jaundice (not of newborn)', 'Non-proliferative glomerulonephritis', 'Nephrotic syndrome without mention of glomerulonephritis', 'Renal failure', 'Renal failure NOS', 'Chronic renal failure [CKD]', 'Chronic Kidney Disease, Stage III', 'Chronic Kidney Disease, Stage IV', 'Chronic kidney disease, Stage I or II', 'Kidney replaced by transpant', 'Disorders resulting from impaired renal function', 'Renal osteodystrophy', 'Urethral stricture (not specified as infectious)', 'Uterine/Uterovaginal prolapse', 'Lupus (localized and systemic)', 'Systemic lupus erythematosus', 'Sarcoidosis', 'Diffuse diseases of connective tissue', 'Sicca syndrome', 'Polymyositis', 'Dermatomyositis', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Contracture of tendon (sheath)', 'Malunion and nonunion of fracture', 'Hammer toe (acquired)', 'Stress fracture', 'Congenital anomalies of peripheral vascular system', 'Other congenital musculoskeletal anomalies', 'Thoracic or lumbosacral neuritis or radiculitis, unspecified', 'Muscular wasting and disuse atrophy', 'Rhabdomyolysis', 'Facial weakness', 'Complications of transplants and reattached limbs', 'Bone marrow or stem cell transplant', 'Atopic/contact dermatitis due to other or unspecified']",3 -DQB1_0201,6,6,"[0.02384, 0.01528, 0.004931, 0.02252, 0.003885, 0.04156, 0.04991, 0.002821, 0.0419, 0.03307, 0.01286, 0.003525, 0.005674, 0.03942, 0.04746, 0.03901, 0.02232, 0.001944, 0.0061, 0.0188, 0.00547, 2.419e-05, 4.067e-06, 1.707e-05, 0.009212, 9.797e-06, 7.952e-08, 2.478e-29, 1.334e-08, 6.203e-06, 4.562e-07, 5.659e-05, 0.04881, 0.0005475, 2.956e-05, 2.922e-09, 0.005599, 2.801e-11, 0.003301, 0.04733, 0.03057, 0.01771, 0.04996, 0.02042, 0.03925, 0.03804, 0.033, 0.04722, 0.00102, 0.001696, 0.03334, 0.005775, 0.008025, 0.001408, 0.009371, 0.03805, 0.01285, 0.03753, 0.02925, 0.02883, 0.03278, 0.04546, 0.006217, 0.0348, 0.03376, 0.02513, 0.04546, 0.0368, 0.02388, 0.004897, 0.0009996, 0.03808, 0.007812, 0.02587, 0.01308, 0.04664, 0.04861, 0.02719, 0.0112, 0.02714, 0.004948, 2.934e-11, 0.04223, 0.001313, 0.00491, 0.008681, 0.03614, 0.03656, 0.006612, 0.0002533, 0.00648, 0.006533, 0.001289, 0.01648, 0.01853, 0.004826, 0.01019, 0.0003474, 0.001719, 0.01368, 0.001629, 0.000567, 0.002247, 0.0006259, 0.001817, 0.02515, 0.0001654, 0.002083, 0.00835, 0.003328, 0.03463, 0.04421, 0.03337, 0.03402, 0.03518, 0.01464, 0.0359, 0.01693, 0.007149, 0.02777, 2.06e-07, 0.0433, 1.995e-06, 9.679e-11, 2.595e-08, 2.656e-05, 8.132e-07, 0.04722, 0.0345, 0.02721, 0.01911, 0.04453, 0.002827, 0.03483, 0.01191, 0.01599, 0.03391, 0.0399, 0.02159, 0.02983, 0.004933, 0.02285, 0.0405, 0.04928, 0.02608, 0.04088, 0.005009, 0.03194, 0.0007269, 0.02573]","[0.806, 0.761, 0.717, 2.04, 1.535, 1.168, 1.167, 1.96, 1.21, 1.275, 0.413, 0.804, 0.802, 1.287, 0.769, 0.639, 0.593, 0.75, 0.753, 0.778, 0.729, 1.528, 1.846, 1.196, 1.228, 1.217, 1.221, 2.934, 3.465, 2.835, 3.218, 2.585, 1.083, 1.338, 1.668, 1.518, 1.302, 2.019, 1.531, 1.836, 1.167, 0.89, 0.684, 1.815, 1.072, 1.24, 0.67, 1.22, 0.858, 0.848, 0.829, 1.455, 1.466, 1.383, 2.254, 1.123, 1.282, 1.15, 1.389, 1.433, 1.34, 1.368, 1.16, 1.141, 1.313, 1.166, 1.204, 1.156, 0.306, 0.873, 0.734, 0.546, 0.877, 0.31, 1.787, 0.924, 1.647, 0.516, 0.574, 0.885, 0.771, 4.811, 0.713, 1.239, 1.229, 1.248, 1.353, 1.224, 1.384, 2.21, 1.364, 1.273, 1.574, 0.769, 1.211, 1.906, 1.313, 1.628, 1.13, 1.122, 1.38, 1.179, 1.326, 1.307, 1.248, 1.116, 1.332, 1.335, 1.335, 0.795, 0.792, 0.485, 0.607, 0.485, 0.638, 0.71, 0.572, 1.465, 1.351, 1.166, 1.687, 1.589, 1.64, 1.717, 2.509, 2.674, 2.496, 0.645, 0.69, 0.384, 1.46, 0.757, 0.583, 1.21, 0.555, 0.759, 0.516, 1.781, 0.44, 0.931, 1.898, 0.342, 1.165, 1.277, 1.59, 1.197, 1.344, 0.747, 1.233, 1.329]","['Intestinal infection', 'Bacterial enteritis', 'Intestinal infection due to C. difficile', 'Tuberculosis', 'Chronic hepatitis', 'Dermatophytosis / Dermatomycosis', 'Dermatophytosis', 'Dermatophytosis of the body', 'Cancer of mouth', 'Hx of malignant neoplasm of oral cavity and pharynx', 'Malignant neoplasm of retroperitoneum and peritoneum', 'Melanomas of skin, dx or hx', 'Melanomas of skin', 'Acquired absence of breast', 'Cervical cancer and dysplasia', 'Cervical cancer', 'Cancer of other female genital organs', 'Manlignant and unknown neoplasms of brain and nervous system', 'Cancer of brain and nervous system', 'Cancer of brain', 'Secondary malignant neoplasm of digestive systems', 'Thyrotoxicosis with or without goiter', ""Graves' disease"", 'Hypothyroidism', 'Secondary hypothyroidism', 'Hypothyroidism NOS', 'Diabetes mellitus', 'Type 1 diabetes', 'Type 1 diabetes with ketoacidosis', 'Type 1 diabetes with renal manifestations', 'Type 1 diabetes with ophthalmic manifestations', 'Type 1 diabetes with neurological manifestations', 'Type 2 diabetes', 'Type 2 diabetes with renal manifestations', 'Type 2 diabetes with ophthalmic manifestations', 'Insulin pump user', 'Polyneuropathy in diabetes', 'Diabetic retinopathy', 'Hypoglycemia', 'Other disorders of neurohypophysis', 'Hyperpotassemia', 'Hypopotassemia', 'Alkalosis', 'Autoimmune hemolytic anemias', 'Other anemias', 'Anemia in chronic kidney disease', 'Senile dementia', 'Aphasia/speech disturbance', 'Anxiety disorders', 'Anxiety disorder', 'Adjustment reaction', 'Sleep related movement disorders', 'Restless legs syndrome', 'Partial epilepsy', 'Nonspecific abnormal findings in cerebrospinal fluid', 'Abnormal movement', 'Lack of coordination', 'Other retinal disorders', 'Macular degeneration, dry', 'Other nondiabetic retinopathy', 'Diplopia and disorders of binocular vision', 'Ptosis of eyelid', 'Hypertensive heart and/or renal disease', 'Hypertensive chronic kidney disease', 'Abnormal function study of cardiovascular system', 'Occlusion and stenosis of precerebral arteries', 'Atherosclerosis of the extremities', 'Peripheral vascular disease', 'Hypersensitivity angiitis', 'Acute upper respiratory infections of multiple or unspecified sites', 'Acute pharyngitis', 'Acute laryngitis and tracheitis', 'Allergic rhinitis', 'Respiratory arrest', 'Jaw disease NOS', 'GERD', 'Ulcer of esophagus', 'Heartburn', 'Other specified gastritis', 'Abdominal hernia', 'Diaphragmatic hernia', 'Celiac disease', 'Symptoms involving digestive system', 'Chronic liver disease and cirrhosis', 'Other chronic nonalcoholic liver disease', 'Cirrhosis of liver without mention of alcohol', 'Primary biliary cirrhosis', 'Other disorders of liver', 'Liver replaced by transplant', 'Acute and subacute necrosis of liver', 'Jaundice (not of newborn)', 'Other biliary tract disease', 'Cholangitis', 'Hemorrhage of rectum and anus', 'Nephritis; nephrosis; renal sclerosis', 'Chronic glomerulonephritis, NOS', 'Nephritis and nephropathy without mention of glomerulonephritis', 'Nephritis and nephropathy in diseases classified elsewhere', 'Renal failure', 'Acute renal failure', 'Renal failure NOS', 'Chronic renal failure [CKD]', 'Renal dialysis', 'End stage renal disease', 'Chronic Kidney Disease, Stage III', 'Other disorders of the kidney and ureters', 'Kidney replaced by transpant', 'Disorders resulting from impaired renal function', 'Renal osteodystrophy', 'Dysuria', 'Noninflammatory female genital disorders', 'Noninflammatory disorders of ovary, fallopian tube, and broad ligament', 'Noninflammatory disorders of vagina', 'Symptoms involving female genital tract', 'Absent or infrequent menstruation', 'Irregular menstrual cycle', 'Dysmenorrhea', 'Cellulitis and abscess of foot, toe', 'Other local infections of skin and subcutaneous tissue', 'Erythematous conditions', 'Lupus (localized and systemic)', 'Cutaneous lupus erythematosus', 'Systemic lupus erythematosus', 'Diffuse diseases of connective tissue', 'Sicca syndrome', 'Polymyositis', 'Dermatomyositis', 'Pyogenic arthritis', 'Other inflammatory spondylopathies', 'Ankylosing spondylitis', 'Ganglion and cyst of synovium, tendon, and bursa', 'Acquired toe deformities', 'Hammer toe (acquired)', 'Other specified osteoporosis', 'Other congenital musculoskeletal anomalies', 'Thoracic or lumbosacral neuritis or radiculitis, unspecified', 'Cramp of limb', 'Facial weakness', 'Symptoms involving nervous and musculoskeletal systems', 'Abdominal pain', 'Gangrene', 'Chronic fatigue syndrome', 'Fracture of lower limb', 'Fracture of tibia and fibula', 'Fracture of patella', 'Fracture of ankle and foot', 'Complications of transplants and reattached limbs', 'Bone marrow or stem cell transplant', 'Atopic/contact dermatitis due to other or unspecified', 'Certain early complications of trauma or procedure']",3 -DRB1_0301,6,6,"[0.03363, 0.01617, 0.02092, 0.005037, 0.002425, 0.04901, 0.007124, 0.003254, 0.00771, 0.04306, 0.04371, 0.04951, 0.02493, 0.002133, 0.008245, 0.02428, 0.004946, 8.96e-06, 1.334e-06, 2.23e-05, 0.007672, 1.313e-05, 1.404e-07, 2.162e-29, 9.842e-09, 1.623e-06, 3.702e-07, 1.649e-05, 0.0006475, 1.988e-05, 6.797e-09, 0.005461, 1.347e-11, 0.00258, 0.04352, 0.03861, 0.01588, 0.03733, 0.03669, 0.03723, 0.04092, 0.04982, 0.0401, 0.001552, 0.002592, 0.04578, 0.00481, 0.006852, 0.04415, 0.00205, 0.008424, 0.04233, 0.02258, 0.02796, 0.0444, 0.02118, 0.03731, 0.03867, 0.01097, 0.04059, 0.04803, 0.03379, 0.02626, 0.03025, 0.04441, 0.0251, 0.005953, 0.0006683, 0.02321, 0.00862, 0.02731, 0.01167, 0.0301, 0.01276, 0.02319, 0.005353, 2.333e-11, 0.04866, 0.001518, 0.006281, 0.01007, 0.03023, 0.02806, 0.01075, 0.0005113, 0.007074, 0.007955, 0.001693, 0.01668, 0.02052, 0.001859, 0.03802, 0.01443, 0.0004554, 0.001824, 0.01216, 0.003442, 0.0005444, 0.002176, 0.001269, 0.001821, 0.01902, 0.0003316, 0.003822, 0.01712, 0.007676, 0.04804, 0.03678, 0.04194, 0.009771, 0.04129, 0.01102, 0.01825, 1.145e-07, 0.03847, 1.183e-06, 1.302e-10, 5.039e-08, 6.382e-05, 6.09e-07, 0.04053, 0.02895, 0.02518, 0.003299, 0.00775, 0.008712, 0.0366, 0.0439, 0.02264, 0.01802, 0.04912, 0.03356, 0.02264, 0.03012, 0.0331, 0.007527, 0.02828, 0.0007808, 0.02117]","[0.788, 0.755, 2.058, 1.518, 1.981, 1.253, 0.365, 0.802, 0.808, 1.282, 0.646, 0.784, 0.599, 0.751, 0.761, 0.786, 0.725, 1.561, 1.9, 1.193, 1.235, 1.214, 1.217, 2.938, 3.505, 3.018, 3.248, 2.757, 1.334, 1.687, 1.505, 1.304, 2.042, 1.548, 1.856, 1.16, 0.888, 0.665, 1.171, 1.717, 1.072, 1.226, 1.229, 0.862, 0.853, 0.839, 1.467, 1.477, 1.212, 1.369, 2.28, 1.121, 1.257, 1.159, 1.187, 1.415, 1.411, 1.329, 1.148, 1.137, 1.177, 1.223, 1.33, 1.161, 1.151, 0.309, 0.876, 0.724, 0.505, 0.878, 0.314, 1.804, 0.522, 0.58, 0.882, 0.772, 4.85, 0.72, 1.236, 1.223, 1.243, 1.367, 1.236, 1.359, 2.13, 1.36, 1.267, 1.559, 0.768, 1.208, 2.03, 1.458, 1.297, 1.615, 1.129, 1.125, 1.351, 1.18, 1.328, 1.289, 1.249, 1.122, 1.316, 1.314, 1.301, 0.812, 0.491, 0.49, 0.648, 0.693, 0.581, 1.331, 1.179, 1.705, 1.607, 1.658, 1.713, 2.465, 2.557, 2.523, 0.698, 0.388, 1.438, 0.588, 0.529, 0.738, 1.799, 0.502, 0.928, 1.728, 0.425, 1.172, 1.608, 1.21, 1.288, 1.327, 0.741, 1.232, 1.342]","['Bacterial enteritis', 'Intestinal infection due to C. difficile', 'Tuberculosis', 'Chronic hepatitis', 'Dermatophytosis of the body', 'Hx of malignant neoplasm of oral cavity and pharynx', 'Malignant neoplasm of retroperitoneum and peritoneum', 'Melanomas of skin, dx or hx', 'Melanomas of skin', 'Acquired absence of breast', 'Cervical cancer', 'Cancer of other female genital organs', 'Cancer of other female genital organs', 'Manlignant and unknown neoplasms of brain and nervous system', 'Cancer of brain and nervous system', 'Cancer of brain', 'Secondary malignant neoplasm of digestive systems', 'Thyrotoxicosis with or without goiter', ""Graves' disease"", 'Hypothyroidism', 'Secondary hypothyroidism', 'Hypothyroidism NOS', 'Diabetes mellitus', 'Type 1 diabetes', 'Type 1 diabetes with ketoacidosis', 'Type 1 diabetes with renal manifestations', 'Type 1 diabetes with ophthalmic manifestations', 'Type 1 diabetes with neurological manifestations', 'Type 2 diabetes with renal manifestations', 'Type 2 diabetes with ophthalmic manifestations', 'Insulin pump user', 'Polyneuropathy in diabetes', 'Diabetic retinopathy', 'Hypoglycemia', 'Other disorders of neurohypophysis', 'Hyperpotassemia', 'Hypopotassemia', 'Alkalosis', 'Fluid overload', 'Autoimmune hemolytic anemias', 'Other anemias', 'Anemia in chronic kidney disease', 'Aphasia/speech disturbance', 'Anxiety disorders', 'Anxiety disorder', 'Adjustment reaction', 'Sleep related movement disorders', 'Restless legs syndrome', 'Extrapyramidal disease and abnormal movement disorders', 'Partial epilepsy', 'Nonspecific abnormal findings in cerebrospinal fluid', 'Abnormal movement', 'Lack of coordination', 'Other retinal disorders', 'Degeneration of macula and posterior pole of retina', 'Macular degeneration, dry', 'Other nondiabetic retinopathy', 'Diplopia and disorders of binocular vision', 'Hypertensive heart and/or renal disease', 'Hypertensive chronic kidney disease', 'Angina pectoris', 'Carditis', 'Abnormal function study of cardiovascular system', 'Occlusion and stenosis of precerebral arteries', 'Peripheral vascular disease', 'Hypersensitivity angiitis', 'Acute upper respiratory infections of multiple or unspecified sites', 'Acute pharyngitis', 'Acute laryngitis and tracheitis', 'Allergic rhinitis', 'Respiratory arrest', 'Jaw disease NOS', 'Heartburn', 'Other specified gastritis', 'Abdominal hernia', 'Diaphragmatic hernia', 'Celiac disease', 'Symptoms involving digestive system', 'Chronic liver disease and cirrhosis', 'Other chronic nonalcoholic liver disease', 'Cirrhosis of liver without mention of alcohol', 'Primary biliary cirrhosis', 'Other disorders of liver', 'Liver replaced by transplant', 'Acute and subacute necrosis of liver', 'Jaundice (not of newborn)', 'Other biliary tract disease', 'Cholangitis', 'Hemorrhage of rectum and anus', 'Nephritis; nephrosis; renal sclerosis', 'Chronic glomerulonephritis, NOS', 'Nephrotic syndrome without mention of glomerulonephritis', 'Nephritis and nephropathy without mention of glomerulonephritis', 'Nephritis and nephropathy in diseases classified elsewhere', 'Renal failure', 'Acute renal failure', 'Renal failure NOS', 'Chronic renal failure [CKD]', 'Renal dialysis', 'End stage renal disease', 'Chronic Kidney Disease, Stage III', 'Other disorders of the kidney and ureters', 'Kidney replaced by transpant', 'Disorders resulting from impaired renal function', 'Renal osteodystrophy', 'Dysuria', 'Noninflammatory disorders of ovary, fallopian tube, and broad ligament', 'Symptoms involving female genital tract', 'Absent or infrequent menstruation', 'Irregular menstrual cycle', 'Dysmenorrhea', 'Other local infections of skin and subcutaneous tissue', 'Erythematous conditions', 'Lupus (localized and systemic)', 'Cutaneous lupus erythematosus', 'Systemic lupus erythematosus', 'Diffuse diseases of connective tissue', 'Sicca syndrome', 'Polymyositis', 'Dermatomyositis', 'Other inflammatory spondylopathies', 'Ankylosing spondylitis', 'Ganglion and cyst of synovium, tendon, and bursa', 'Hammer toe (acquired)', 'Other congenital musculoskeletal anomalies', 'Thoracic or lumbosacral neuritis or radiculitis, unspecified', 'Facial weakness', 'Symptoms involving nervous and musculoskeletal systems', 'Abdominal pain', 'Gangrene', 'Chronic fatigue syndrome', 'Fracture of lower limb', 'Fracture of patella', 'Fracture of ankle and foot', 'Fracture of foot', 'Complications of transplants and reattached limbs', 'Bone marrow or stem cell transplant', 'Atopic/contact dermatitis due to other or unspecified', 'Certain early complications of trauma or procedure']",3 +A_0101,7,3,"[0.00773, 0.01873, 0.001276, 0.04892, 0.02203, 0.005512, 0.04922, 0.02825, 0.03598, 0.01018, 0.01475, 0.0307, 0.01838, 0.02972, 0.02706, 0.03511, 0.003617, 0.001331, 0.0423, 0.03529, 0.01063, 0.01997, 0.03189, 0.04087, 0.02991, 0.01265, 0.04674, 0.04777, 0.01041, 0.04816, 0.04662, 0.03568, 0.02586, 0.02294, 0.01261, 0.03386, 0.02661, 0.02002, 0.03577, 0.03102, 0.02956, 0.03067, 0.0003812, 0.01004, 0.03911, 0.03981, 0.002534, 0.01366, 0.01, 0.01146, 0.02491, 0.02495, 0.001747, 0.02365, 0.02864, 0.0341, 0.02087, 0.01488, 0.02235, 0.02528, 0.03124, 0.04802, 0.00695, 0.002092, 0.00399, 0.0002792, 0.0008042, 0.0009722, 8.502e-05, 0.004748, 0.01902, 0.03274, 0.0438, 0.0417, 0.01432, 0.03993, 0.04639, 0.04629, 0.01031, 0.02152, 0.045, 0.04954, 0.04022, 0.04224, 0.01711]","[1.474, 1.424, 2.022, 1.15, 1.325, 1.347, 0.567, 0.849, 0.809, 0.805, 0.795, 0.809, 0.547, 0.835, 1.409, 1.5, 1.333, 0.573, 1.244, 1.673, 1.384, 0.532, 0.558, 0.793, 0.741, 1.527, 1.299, 0.82, 1.803, 1.284, 0.846, 1.151, 0.614, 1.609, 0.829, 0.645, 0.859, 0.609, 0.597, 0.549, 1.186, 1.151, 1.358, 1.334, 0.676, 0.68, 0.772, 1.192, 1.621, 0.676, 0.563, 1.474, 2.049, 1.17, 1.244, 1.145, 1.175, 1.215, 1.414, 0.876, 0.502, 0.516, 1.963, 1.172, 1.204, 1.431, 1.407, 1.528, 1.381, 1.601, 1.553, 1.153, 1.128, 1.135, 1.14, 1.141, 1.81, 1.424, 2.057, 0.812, 1.602, 0.67, 0.504, 1.552, 0.732]","['Herpes simplex', 'Hepatitis NOS', 'Dermatophytosis of the body', 'Cancer of larynx, pharynx, nasal cavities', 'Cancer of oropharynx', 'Hx of malignant neoplasm of oral cavity and pharynx', 'Malignant neoplasm of retroperitoneum and peritoneum', 'Cancer of urinary organs (incl. kidney and bladder)', 'Cancer of kidney and renal pelvis', 'Manlignant and unknown neoplasms of brain and nervous system', 'Cancer of brain and nervous system', 'Cancer of brain', 'Myeloid leukemia, chronic', 'Nontoxic nodular goiter', 'Thyroiditis', 'Chronic lymphocytic thyroiditis', 'Type 1 diabetes', 'Impaired fasting glucose', 'Diabetic retinopathy', 'Nonspecific abnormal results of other endocrine function study', 'Short stature', 'Vascular dementia', 'Somatoform disorder', 'Pervasive developmental disorders', 'Attention deficit hyperactivity disorder', 'Alcoholic liver damage', 'Sleep related movement disorders', 'Other cerebral degenerations', 'Myoclonus', 'Hemiplegia', 'Epilepsy', 'Hereditary and idiopathic peripheral neuropathy', 'Drusen (degenerative) of retina', 'Corneal opacity', 'Glaucoma', 'Mitral valve stenosis and aortic valve stenosis', 'Nonrheumatic aortic valve disorders', 'Nonrheumatic tricuspid valve disorders', 'Nonrheumatic pulmonary valve disorders', 'Chronic pericarditis', 'Heart failure NOS', 'Atherosclerosis', 'Atherosclerosis of the extremities', 'Atherosclerosis of native arteries of the extremities with intermittent claudication', 'Phlebitis and thrombophlebitis of lower extremities', 'Varicose veins of lower extremity, symptomtic', 'Acute pharyngitis', 'Diseases of the larynx and vocal cords', 'Stomatitis and mucositis (ulcerative)', 'Complications of gastrostomy, colostomy and enterostomy', 'Ulceration of the lower GI tract', 'Intestinal malabsorption (non-celiac)', 'Celiac disease', 'Other disorders of intestine', 'Gastrointestinal complications', 'Chronic liver disease and cirrhosis', 'Other chronic nonalcoholic liver disease', 'Cirrhosis of liver without mention of alcohol', 'Hematemesis', 'Hematuria', 'Noninflammatory disorders of ovary, fallopian tube, and broad ligament', 'Noninflammatory disorders of vulva and perineum', 'Premature menopause and other ovarian failure', 'Rash and other nonspecific skin eruption', 'Disturbance of skin sensation', 'Lupus (localized and systemic)', 'Systemic lupus erythematosus', 'Sarcoidosis', 'Diffuse diseases of connective tissue', 'Sicca syndrome', 'Dermatomyositis', 'Spinal stenosis', 'Spondylosis and allied disorders', 'Spondylosis without myelopathy', 'Intervertebral disc disorders', 'Degeneration of intervertebral disc', 'Other and unspecified disc disorder', 'Other acquired deformities of limbs', 'Acquired deformities of finger', 'Cardiac shunt/ heart septal defect', 'Congenital anomalies of peripheral vascular system', 'Other congenital musculoskeletal anomalies', 'Pallor and flushing', ""Colles' fracture"", 'Skull and face fracture and other intercranial injury']",3 +A_0201,8,0,"[0.04474, 0.03563, 0.03838, 0.04032, 0.02007, 0.0248, 0.009939, 0.02478, 0.04845, 0.001674, 0.002269, 0.005734, 0.04329, 9.166e-05, 0.0002615, 0.0003167, 0.04479, 0.04074, 0.002571, 0.006554, 0.0009904, 0.0322, 0.02077, 0.03648, 0.02703, 0.01854, 0.04347, 0.01825, 0.04677, 0.04421, 0.04168, 0.04975, 0.02158, 0.02714, 0.04577, 0.01379, 0.04253, 0.04235, 0.04171, 0.02299, 0.04771, 0.001273, 0.02009, 0.01306, 0.02333, 0.03793, 0.04031, 0.03616, 0.0448, 0.006677, 0.007178, 0.03347, 0.0339, 0.03243, 0.04311, 0.02495, 0.009079, 0.01217, 0.008327, 0.02544, 0.0005786, 0.00025, 0.009633, 0.000588, 0.005778, 0.005388, 5.947e-05, 0.04338, 0.03629, 0.0386, 0.009935, 0.008611, 0.02047, 0.00278, 0.03612, 0.00312, 0.0302, 0.04454, 0.04259, 0.04603, 0.0168, 0.007279, 0.02067]","[0.749, 0.872, 0.817, 1.347, 1.308, 0.892, 1.968, 0.738, 0.899, 1.313, 1.34, 1.37, 1.488, 0.601, 0.603, 0.643, 0.696, 0.511, 0.862, 0.835, 0.74, 0.693, 0.661, 0.836, 0.823, 1.702, 0.718, 1.149, 1.356, 1.62, 1.827, 1.113, 1.174, 1.191, 0.875, 0.883, 0.804, 0.672, 0.845, 0.886, 1.601, 1.465, 1.722, 0.695, 1.165, 1.874, 1.267, 0.632, 0.734, 0.729, 0.857, 0.837, 0.558, 1.16, 1.258, 0.556, 0.881, 0.785, 0.769, 1.713, 1.433, 1.48, 1.364, 1.88, 1.488, 1.616, 1.98, 0.893, 1.33, 1.577, 1.504, 1.51, 0.701, 2.326, 0.9, 1.374, 1.278, 1.165, 1.23, 0.653, 0.703, 2.302, 0.76]","['Herpes simplex', 'Colorectal cancer', 'Malignant neoplasm of rectum, rectosigmoid junction, and anus', 'Pancreatic cancer', 'Multiple myeloma', 'Benign neoplasm of colon', 'Benign neoplasm of thyroid glands', 'Other disorders of thyroid', 'Vitamin D deficiency', 'Disorders of protein plasma/amino-acid transport and metabolism', 'Disorders of plasma protein metabolism', 'Paraproteinemia', 'Eosinophilia', 'Sleep related movement disorders', 'Restless legs syndrome', 'Multiple sclerosis', 'Migrain with aura', 'Cerebral cysts', 'Abnormal movement', 'Abnormality of gait', 'Lack of coordination', 'Myoneural disorders', 'Myasthenia gravis', 'Muscular dystrophies and other myopathies', 'Myopathy', 'Disorders of the globe', 'Retinal detachment with retinal defect', 'Other retinal disorders', 'Other nondiabetic retinopathy', 'Chorioretinal inflammations, scars, and other disorders of choroid', 'Chorioretinal scars', 'Otitis media and Eustachian tube disorders', 'Otitis media', 'Suppurative and unspecified otitis media', 'Chronic pulmonary heart disease', 'Cardiomegaly', 'Symptoms involving cardiovascular system', 'Cardiac complications, not elsewhere classified', 'Late effects of cerebrovascular disease', 'Hypotension NOS', 'Disorders of diaphragm', 'Diseases of the jaws', 'Jaw disease NOS', 'Diseases of the salivary glands', 'Gastritis and duodenitis', 'Acute gastritis', 'Dyspepsia and other specified disorders of function of stomach', 'Acute and subacute necrosis of liver', 'Gross hematuria', 'Calculus of ureter', 'Frequency of urination and polyuria', 'Other abnormality of urination', 'Other disorders of prostate', 'Irregular menstrual cycle/bleeding', 'Excessive or frequent menstruation', 'Hemorrhage during pregnancy; childbirth and postpartum', 'Rash and other nonspecific skin eruption', 'Lupus (localized and systemic)', 'Systemic lupus erythematosus', 'Prurigo and Lichen', 'Psoriasis and related disorders', 'Psoriasis', 'Psoriasis vulgaris', 'Psoriatic arthropathy', 'Arthropathy associated with infections', 'Pyogenic arthritis', 'Juvenile rheumatoid arthritis', 'Spondylosis and allied disorders', 'Postlaminectomy syndrome', 'Other disorders of bone and cartilage', 'Pathologic fracture of vertebrae', 'Congenital anomalies of face and neck', 'Digestive congenital anomalies', 'Pallor and flushing', 'Syncope and collapse', 'Fracture of hand or wrist', 'Skull and face fracture and other intercranial injury', 'Dislocation', 'Complication of internal orthopedic device', 'Anaphylactic shock NOS', 'Urticaria', 'Poisoning by analgesics, antipyretics, and antirheumatics', 'Effects radiation NOS']",3 +A_2601,7,0,"[0.001061, 0.0006291, 0.03762, 0.0319, 0.001077, 0.0465, 0.004092, 0.01133, 0.04638, 0.02078, 0.02576, 0.02097, 0.04866, 0.01461, 0.002278, 0.02655, 0.009095, 0.01016, 0.03262, 0.01545, 0.03185, 0.0447, 0.04574, 0.02448, 0.04837, 0.04693, 0.03997, 0.004089, 0.01483, 0.03741, 0.009212, 0.001608, 0.02984, 0.0133, 0.02516, 0.01103, 0.03743, 0.0183, 0.02508, 0.03427, 0.04999, 0.04584, 0.01762, 0.01576, 0.009001, 0.04273, 0.0421, 0.04328, 0.02122, 0.02732, 0.02636, 0.03151, 0.02139, 0.001309, 0.04658, 0.03405, 0.04363, 0.04695, 0.02826, 0.03659, 0.04077, 0.04844, 0.008953]","[2.707, 4.139, 1.205, 0.335, 1.445, 1.79, 0.789, 0.801, 0.66, 0.629, 0.744, 0.506, 1.408, 1.873, 2.752, 1.466, 0.524, 2.367, 1.339, 0.491, 1.602, 1.838, 1.839, 1.993, 0.468, 0.847, 0.834, 0.75, 0.773, 0.696, 0.57, 1.596, 2.072, 1.254, 0.689, 0.609, 0.812, 0.737, 0.531, 0.549, 1.867, 0.312, 0.482, 0.602, 1.231, 2.462, 2.26, 1.566, 2.738, 1.641, 1.927, 1.223, 1.919, 1.484, 1.598, 1.784, 0.628, 0.678, 2.596, 2.469, 0.531, 1.265, 2.428]","[""Althete's foot"", 'Dermatomycoses', 'Skin cancer', 'Squamous cell carcinoma', 'Benign neoplasm of skin', 'Acquired hypothyroidism', 'Diabetes mellitus', 'Type 2 diabetes', 'Type 2 diabetes with renal manifestations', 'Type 2 diabetes with neurological manifestations', 'Anemia of chronic disease', 'Anemia in chronic kidney disease', 'Dementias', 'Senile dementia', 'Vascular dementia', 'Memory loss', 'Substance addiction and disorders', 'Other CNS infection and poliomyelitis', 'Other conditions of brain', 'Abnormal involuntary movements', 'Disorders of other cranial nerves', 'Facial nerve disorders [CN7]', 'Myoneural disorders', 'Myasthenia gravis', 'Disease of tricuspid valve', 'Ischemic Heart Disease', 'Coronary atherosclerosis', 'Congestive heart failure; nonhypertensive', 'Congestive heart failure (CHF) NOS', 'Heart failure with reduced EF [Systolic or combined heart failure]', 'Heart failure with preserved EF [Diastolic heart failure]', 'Acute pharyngitis', 'Nasal polyps', 'Allergic rhinitis', 'Acute bronchitis and bronchiolitis', 'Empyema and pneumothorax', 'Pleurisy; pleural effusion', 'Respiratory failure', 'Diseases of hard tissues of teeth', 'Dental caries', 'Atrophic gastritis', 'Bariatric surgery', 'Renal failure NOS', 'End stage renal disease', 'Other symptoms/disorders or the urinary system', 'Acute prostatitis', 'Benign neoplasm of breast', 'Irregular menstrual cycle', 'Early onset of delivery', 'Pruritus and related conditions', 'Corns and callosities', 'Degenerative skin conditions and other dermatoses', 'Other specified diseases of hair and hair follicles', 'Diseases of sebaceous glands', 'Acne', 'Hallux valgus (Bunion)', 'Genitourinary congenital anomalies', 'Swelling of limb', 'Facial weakness', 'Pallor and flushing', 'Fracture of neck of femur', 'Atopic/contact dermatitis due to other or unspecified', 'Poisoning by water, mineral, and uric acid metabolism drugs']",3 +A_3101,8,2,"[0.009542, 0.009889, 0.004877, 0.009924, 0.00369, 0.00954, 0.04962, 0.01232, 0.03526, 0.00161, 0.02532, 0.01347, 0.04185, 0.03032, 0.001217, 0.04186, 0.04697, 0.03433, 0.03422, 0.009132, 0.03388, 0.0452, 0.002022, 0.03268, 0.03854, 0.03052, 0.005629, 0.00648, 0.001151, 0.02025, 0.02466, 0.03987, 0.008851, 0.02797, 0.01751, 0.005425, 0.03277, 0.005595, 0.02943, 0.00821, 0.01661, 0.0009678, 0.004084, 0.002652, 0.03498, 0.0317, 0.004844, 0.04481, 0.02587, 0.0002136, 0.01034, 0.01806, 0.02182, 0.03795, 0.02097, 0.03361, 0.00202, 0.002665, 0.01448, 0.03566, 0.04365, 0.03241, 0.01803, 0.04588, 0.03113]","[1.714, 1.352, 1.251, 1.497, 1.934, 1.915, 2.208, 2.832, 1.645, 1.92, 1.657, 1.22, 1.571, 1.267, 3.559, 2.278, 2.024, 0.291, 0.708, 0.558, 1.375, 1.525, 1.52, 1.926, 1.422, 1.555, 1.289, 1.327, 2.142, 1.652, 2.696, 1.557, 2.355, 2.296, 2.465, 2.364, 0.38, 1.743, 1.216, 1.906, 1.352, 1.555, 2.101, 2.18, 1.749, 1.403, 1.881, 0.239, 1.57, 2.339, 2.29, 1.459, 1.455, 1.8, 1.307, 0.535, 1.45, 1.455, 1.446, 1.496, 1.543, 2.379, 2.621, 2.395, 1.576]","['Gram negative septicemia', 'Bacteremia', 'Bacterial infection NOS', 'Streptococcus infection', 'Cancer of liver and intrahepatic bile duct', 'Malignant neoplasm of liver, primary', 'Malignant neoplasm of gallbladder and extrahepatic bile ducts', 'Precocious sexual development and puberty NEC', 'Delayed milestones', 'Gouty arthropathy', 'Hyperosmolality and/or hypernatremia', 'Hypovolemia', 'Hemorrhagic disorder due to intrinsic circulating anticoagulants', 'Decreased white blood cell count', 'Mild cognitive impairment', 'Antisocial/borderline personality disorder', 'Somatoform disorder', 'Other nondiabetic retinopathy', 'Other disorders of eye', 'Eustachian tube disorders', 'Rheumatic disease of the heart valves', 'Disease of tricuspid valve', 'Abnormal heart sounds', 'Second degree AV block', 'Paroxysmal supraventricular tachycardia', 'Varicose veins', 'Hypotension', 'Hypotension NOS', 'Chronic obstructive asthma', 'Asthma with exacerbation', 'Respiratory arrest', 'Hypoventilation', 'Apnea', 'Diseases of pulp and periapical tissues', 'Periapical abscess', 'Duodenal ulcer', 'Ileostomy status', 'Other disorders of peritoneum', 'Gastrointestinal hemorrhage', 'Hematemesis', 'Blood in stool', 'Hemorrhage of gastrointestinal tract', 'Anatomical abnormatilies of kidney and ureters', 'Vesicoureteral reflux', 'Gross hematuria', 'Hydronephrosis', 'Other disorders of male genital organs', 'Mastodynia', 'Irregular menstrual cycle', 'Cellulitis and abscess of foot, toe', 'Other specified erythematous conditions', 'Osteomyelitis, periostitis, and other infections involving bone', 'Osteomyelitis', 'Sacroiliitis NEC', 'Other arthropathies', 'Other acquired musculoskeletal deformity', 'Cardiac and circulatory congenital anomalies', 'Cardiac congenital anomalies', 'Cardiac shunt/ heart septal defect', 'Valvular heart disease/ heart chambers', 'Cystic kidney disease', 'Open wound of foot except toe(s) alone', 'Poisoning by agents primarily affecting blood constituents', 'Anticoagulants causing adverse effects', 'Effects radiation NOS']",3 +B_3503,6,2,"[0.0004989, 0.03992, 0.02918, 0.0233, 0.02367, 0.0002002, 0.01991, 0.03844, 0.03172, 0.04474, 0.03559, 0.01093, 0.01659, 0.006136, 0.02296, 0.04648, 0.0461, 0.0428, 0.02069, 0.02114, 0.01104, 0.01548, 0.03104, 0.02676, 0.02695, 0.03145, 0.02611, 0.03628, 0.01372, 0.04068, 0.03702, 0.01218, 0.003768, 0.04858, 0.02448, 0.02504, 0.01088, 0.009351, 0.03407, 0.001965, 0.02672, 0.03051, 0.04901, 0.01802, 0.02416, 0.04162, 0.04372, 0.003734, 0.01188, 0.009672, 0.01823, 0.04074, 0.009788, 0.04076, 0.00951, 0.02314, 0.01879, 0.01229]","[2.353, 0.546, 1.929, 2.315, 1.981, 2.136, 1.27, 2.625, 1.594, 1.683, 0.387, 0.52, 0.445, 0.291, 1.723, 0.439, 2.851, 0.563, 0.52, 0.649, 0.584, 1.377, 1.614, 0.634, 0.648, 0.778, 2.167, 1.783, 3.178, 2.258, 0.758, 0.742, 3.208, 2.81, 2.316, 2.172, 1.985, 3.446, 2.477, 2.662, 0.521, 0.542, 1.675, 1.863, 3.312, 1.741, 2.569, 3.523, 3.813, 3.367, 1.464, 2.423, 2.431, 2.355, 1.541, 2.446, 1.975, 2.701]","['Basal cell carcinoma', 'Secondary malignancy of bone', 'Lipoma', 'Lipoma of skin and subcutaneous tissue', 'Simple and unspecified goiter', 'Thyrotoxicosis with or without goiter', 'Hypothyroidism', 'Pituitary hyperfunction', 'Disorders of adrenal glands', 'Adrenal hypofunction', 'Disorders of plasma protein metabolism', 'Hyperpotassemia', 'Disorders involving the immune mechanism', 'Immunity deficiency', 'Secondary thrombocytopenia', 'Aphasia/speech disturbance', 'Sexual and gender identity disorders', 'Adjustment reaction', 'Migraine', 'Epilepsy, recurrent seizures, convulsions', 'Convulsions', 'Abnormal movement', 'Lack of coordination', 'Disorders of refraction and accommodation; blindness and low vision', 'Hypertensive chronic kidney disease', 'Coronary atherosclerosis', 'Cerebral aneurysm', 'Abdominal aortic aneurysm', 'Stricture of artery', 'Postnasal drip', 'Pleurisy; pleural effusion', 'Pulmonary collapse; interstitial and compensatory emphysema', 'Apnea', 'Tracheostomy complications', ""Barrett's esophagus"", 'Gastric ulcer', 'Ventral hernia', 'Anal and rectal polyp', 'Hepatomegaly', 'Calculus of bile duct', 'End stage renal disease', 'Kidney replaced by transpant', 'Cystitis and urethritis', 'Cystitis', 'Acute cystitis', 'Other specified disorders of breast', 'Dyspareunia', 'Hemorrhage during pregnancy; childbirth and postpartum', 'Antepartum hemorrhage, abruptio placentae, and placenta previa', 'Intervertebral disc disorder with myelopathy', 'Symptoms and disorders of the joints', 'Anomalies of respiratory system, congenital', 'Congenital anomalies of genital organs', 'Congenital anomalies of male genital organs', 'Muscle weakness', 'Abnormal posture', 'Malaise and fatigue', 'Anaphylactic shock NOS']",3 +C_0401,7,1,"[0.03069, 0.02356, 0.04256, 0.02678, 0.02067, 0.01564, 0.008111, 0.005171, 0.04782, 0.04735, 0.04852, 0.009428, 0.01873, 0.03833, 0.02516, 0.002619, 0.0125, 0.02935, 0.03553, 0.001914, 0.001546, 0.047, 0.007691, 0.01151, 0.005325, 0.02429, 0.04607, 0.01847, 0.0326, 0.01282, 0.01065, 0.04502, 0.02323, 0.04332, 0.01574, 0.04308, 0.01176, 0.04312, 0.03677, 0.04525, 0.01172, 0.02417, 0.01563, 0.02704, 0.0391, 0.03506, 0.03327, 0.0002972, 0.01859, 0.007754, 0.001199, 0.04179, 0.01717, 0.004277, 0.03655, 0.01358, 0.001771, 0.02122, 0.04425, 0.02411, 0.0155, 0.01516, 0.04437, 0.02708, 0.006333, 0.04771, 0.03478, 0.0315, 0.005073, 0.03365, 0.03375, 0.04384, 0.04885, 0.03489, 0.04308, 0.01019, 0.01143, 0.0427, 0.0195, 0.02424, 0.04189, 0.02333, 0.03483, 0.005117, 0.03991, 0.03274, 0.04129, 0.003792, 0.02285, 0.002424, 0.02528, 0.04425, 0.04117, 0.02361, 0.04341, 0.03263, 0.01031]","[0.112, 0.604, 0.829, 0.808, 0.828, 0.819, 1.643, 1.475, 1.272, 1.32, 1.351, 0.739, 0.752, 0.691, 0.104, 0.514, 0.705, 0.422, 0.688, 0.672, 0.632, 0.722, 0.905, 0.897, 0.806, 0.812, 0.809, 0.758, 0.853, 0.709, 0.84, 0.712, 0.895, 0.231, 2.048, 0.42, 1.614, 0.681, 0.65, 0.605, 0.819, 0.568, 0.834, 0.723, 1.606, 1.726, 0.862, 0.831, 0.778, 0.523, 0.819, 0.772, 0.766, 0.693, 0.906, 0.667, 0.824, 0.811, 1.587, 1.358, 1.5, 1.412, 0.725, 1.27, 1.432, 0.733, 1.486, 0.807, 0.442, 0.703, 0.597, 0.299, 1.602, 0.868, 0.888, 0.751, 0.61, 0.745, 0.442, 0.383, 0.857, 0.834, 0.867, 0.544, 0.504, 0.807, 0.639, 0.321, 2.166, 0.875, 0.752, 0.474, 0.522, 2.078, 1.962, 0.546, 0.789]","['Diseases due to other mycobacteria', 'Herpes simplex', 'Dermatophytosis / Dermatomycosis', 'Dermatophytosis', 'Cancer within the respiratory system', 'Cancer of bronchus; lung', 'Cervical cancer', 'Malignant neoplasm of uterus', 'Cancer of other female genital organs', 'Malignant neoplasm of ovary and other uterine adnexa', 'Malignant neoplasm of ovary', 'Radiotherapy', 'Secondary malignancy of brain/spine', 'Lymphoid leukemia, acute', 'Exophthalmos', 'Other disorders of thyroid', 'Type 1 diabetes', 'Type 1 diabetes with ketoacidosis', 'Lack of normal physiological development, unspecified', 'Disorders of protein plasma/amino-acid transport and metabolism', 'Disorders of plasma protein metabolism', 'Paraproteinemia', 'Disorders of fluid, electrolyte, and acid-base balance', 'Electrolyte imbalance', 'Hyposmolality and/or hyponatremia', 'Fluid overload', 'Disorders involving the immune mechanism', 'Immunity deficiency', 'Iron deficiency anemias', 'Iron deficiency anemia secondary to blood loss (chronic)', 'Anemia of chronic disease', 'Abnormal coagulation profile', 'Depression', 'Acute reaction to stress', 'Sexual and gender identity disorders', 'Eating disorder', 'Alcoholic liver damage', 'Sleep related movement disorders', 'Restless legs syndrome', 'Chronic pain syndrome', 'Disorders of refraction and accommodation; blindness and low vision', 'Astigmatism', 'Other specified cardiac dysrhythmias', 'Premature beats', 'Subarachnoid hemorrhage', 'Encounter for long-term (current) use of antiplatelets/antithrombotics', 'Acute sinusitis', 'Pneumonia', 'Bacterial pneumonia', 'Chronic obstructive asthma', 'Chronic airway obstruction', 'Emphysema', 'Chronic bronchitis', 'Obstructive chronic bronchitis', 'Pulmonary collapse; interstitial and compensatory emphysema', 'Dependence on respirator [Ventilator] or supplemental oxygen', 'Other diseases of lung', 'Other diseases of respiratory system, not elsewhere classified', 'Disturbances in tooth eruption', 'Esophageal bleeding (varices/hemorrhage)', 'Umbilical hernia', 'Ventral hernia', 'Diverticulitis', 'Liver abscess and sequelae of chronic liver disease', 'Portal hypertension', 'Abnormal serum enzyme levels', 'Calculus of bile duct', 'End stage renal disease', 'Secondary hyperparathyroidism (of renal origin)', 'Inflammatory diseases of prostate', 'Prostatitis', 'Chronic prostatitis', 'Polyp of corpus uteri', 'Menopausal and postmenopausal disorders', 'Superficial cellulitis and abscess', 'Cellulitis and abscess of leg, except foot', 'Sarcoidosis', 'Unspecified osteomyelitis', 'Arthropathy associated with other disorders classified elsewhere', 'Arthropathy associated with neurological disorders', 'Spondylosis and allied disorders', 'Spondylosis without myelopathy', 'Intervertebral disc disorders', 'Postlaminectomy syndrome', 'Other and unspecified disorders of back', 'Acquired foot deformities', 'Hallux valgus (Bunion)', 'Kyphosis (acquired)', 'Stress fracture', 'Fever of unknown origin', 'Sprains and strains of back and neck', 'Open wound of hand except finger(s)', 'Open wound of finger(s)', 'Posttraumatic wound infection not elsewhere classified', 'Toxic effect of venom', 'Adrenal cortical steroids causing adverse effects in therapeutic use', 'Adverse drug events and drug allergies']",3 +C_0704,8,3,"[0.00272, 0.0382, 0.03212, 0.0422, 0.03485, 0.02848, 0.01676, 0.01666, 0.03106, 0.03407, 0.03905, 0.04267, 0.04568, 0.04391, 0.04553, 0.03352, 0.03528, 0.03499, 0.03497, 0.01904, 0.03793, 0.02721, 0.01962, 0.000107, 0.0004243, 0.01403, 0.04568, 0.03749, 0.02498, 0.04057, 0.03675, 0.04861, 0.01381, 0.009745, 0.006155, 0.01854, 0.04675, 0.04054, 0.03393, 0.04565, 0.002804, 0.01035, 0.01817, 0.02227, 0.03918, 0.01465, 0.001218, 0.0324, 0.01535, 0.03509, 0.04758, 0.04737, 0.0001701, 0.0369, 0.004922, 0.03329, 0.01252, 0.01628, 0.03911, 0.01406, 0.02382, 0.01091, 0.01321, 0.00509, 0.02756, 0.04259, 0.04926, 0.005061, 0.002134, 0.04893, 0.0442, 0.04418, 0.02521, 0.03067]","[2.209, 1.827, 1.731, 2.911, 1.548, 3.171, 1.949, 2.581, 1.578, 1.232, 1.259, 2.903, 1.439, 1.329, 1.929, 1.483, 2.078, 2.299, 1.599, 1.908, 1.402, 1.517, 1.925, 3.523, 2.08, 1.442, 1.352, 1.384, 2.097, 2.609, 1.461, 0.594, 2.365, 1.666, 1.591, 3.542, 1.476, 1.388, 1.532, 2.195, 2.718, 1.7, 1.711, 1.591, 2.636, 1.63, 2.122, 0.44, 0.334, 0.121, 1.334, 1.286, 2.119, 0.227, 3.079, 1.816, 2.068, 1.577, 1.298, 1.593, 1.652, 1.903, 2.911, 1.744, 1.809, 2.589, 2.821, 2.084, 0.446, 0.37, 0.133, 0.567, 0.531, 0.543]","['Cancer of esophagus', 'Cervical intraepithelial neoplasia [CIN] [Cervical dysplasia]', 'Malignant neoplasm of uterus', 'Neuroendocrine tumors', 'Nontoxic multinodular goiter', 'Exophthalmos', 'Other disorders of thyroid', 'Abnormal results of function study of thyroid', 'Vitamin B-complex deficiencies', 'Mixed hyperlipidemia', 'Anxiety disorder', 'Corneal degenerations', 'Open-angle glaucoma', 'Disorders of refraction and accommodation; blindness and low vision', 'Astigmatism', 'Rheumatic disease of the heart valves', 'Mitral valve stenosis and aortic valve stenosis', 'Nonrheumatic pulmonary valve disorders', 'Bundle branch block', 'Left bundle branch block', 'Cardiac pacemaker in situ', 'Atrial flutter', 'Cardiac arrest and ventricular fibrillation', 'Ventricular fibrillation and flutter', 'Premature beats', 'Occlusion and stenosis of precerebral arteries', 'Cerebral ischemia', 'Transient cerebral ischemia', 'Cerebral aneurysm', 'Acute vascular insufficiency of intestine', 'Acute pharyngitis', 'Septal Deviations/Turbinate Hypertrophy', 'Chronic laryngitis', 'Obstructive chronic bronchitis', 'Pulmonary congestion and hypostasis', 'Eosinophilic esophagitis', 'Irritable Bowel Syndrome', 'Other disorders of intestine', 'Other disorders of liver', 'Chronic pancreatitis', 'Endometriosis', 'Genital prolapse', 'Prolapse of vaginal walls', 'Noninflammatory female genital disorders', 'Noninflammatory disorders of vulva and perineum', 'Pain and other symptoms associated with female genital organs', 'Ovarian cyst', 'Lupus (localized and systemic)', 'Systemic lupus erythematosus', 'Chronic osteomyelitis', 'Spondylosis without myelopathy', 'Intervertebral disc disorders', 'Displacement of intervertebral disc', 'Bursitis', 'Disorders of muscle, ligament, and fascia', 'Hammer toe (acquired)', 'Hallux valgus (Bunion)', 'Senile osteoporosis', 'Osteopenia or other disorder of bone and cartilage', 'Genitourinary congenital anomalies', 'Congenital anomalies of urinary system', 'Cystic kidney disease', 'Obstructive genitourinary defect', 'Thoracic or lumbosacral neuritis or radiculitis, unspecified', 'Musculoskeletal symptoms referable to limbs', 'Pallor and flushing', 'Elevated cancer antigen 125 [CA 125]', 'Malaise and fatigue', 'Fracture of lower limb', 'Fracture of tibia and fibula', 'Fracture of pelvis', 'Fracture of unspecified bones', 'Poisoning by primarily systemic agents', 'Antineoplastic and immunosuppressive drugs causing adverse effects']",3 +DPA1_0202,5,0,"[0.02717, 0.01033, 0.03684, 0.03421, 0.02315, 0.01813, 0.03356, 0.04438, 0.04623, 0.001888, 0.02376, 0.03553, 0.04808, 0.03623, 0.03238, 0.03805, 0.01202, 0.0403, 0.01718, 0.02454, 0.03928, 0.02532, 0.03071, 0.04637, 0.04197, 0.02138, 0.02658, 0.02941, 0.004172, 0.0497, 0.01654, 0.008202, 0.03787, 0.04359, 0.03852, 0.02548, 0.002146, 0.0418, 0.02154, 0.03683, 0.0454, 0.01739, 0.04009, 0.04613, 0.0244, 0.01714, 0.02763, 0.008687, 0.02136, 0.0237, 0.00206, 0.04619, 0.04724, 0.01086, 0.03085, 0.009892, 0.03854, 0.03485, 0.02549, 0.01411, 0.01239, 0.04329, 0.01774, 0.02813, 0.02506, 0.0353, 5.935e-05, 0.04037, 0.04649]","[0.367, 1.372, 1.545, 1.289, 1.541, 2.077, 1.544, 1.485, 0.797, 2.46, 2.156, 0.121, 1.753, 0.122, 1.767, 1.34, 1.608, 1.544, 0.763, 0.712, 0.589, 0.609, 0.689, 1.371, 1.451, 1.292, 1.776, 1.362, 2.023, 1.342, 2.106, 0.749, 1.446, 0.783, 0.763, 1.895, 1.907, 1.287, 1.629, 1.53, 0.403, 0.651, 0.6, 2.145, 1.335, 1.437, 2.209, 2.348, 1.419, 1.421, 1.674, 1.728, 0.366, 1.303, 2.61, 2.732, 2.491, 1.767, 2.356, 2.349, 2.516, 1.397, 2.022, 0.778, 1.543, 2.122, 4.237, 0.232, 0.698]","['Gram positive septicemia', 'Postoperative infection', 'Cancer of stomach', 'Colorectal cancer', 'Acquired absence of breast', 'Cancer of eye', 'Secondary malignant neoplasm of skin', 'Myeloid leukemia', 'Benign neoplasm of colon', 'Benign neoplasm of eye', 'Toxic multinodular goiter', 'Other disorders of pancreatic internal secretion', 'Anterior pituitary disorders', 'Adrenal hyperfunction', 'Other endocrine disorders', 'Lack of normal physiological development', 'Failure to thrive (childhood)', 'Lack of normal physiological development, unspecified', 'Anemia of chronic disease', 'Anemia in neoplastic disease', 'Secondary thrombocytopenia', 'Memory loss', 'Swelling, mass, or lump in head and neck [Space-occupying lesion, intracranial NOS]', 'Other cerebral degenerations', 'Hydrocephalus', 'Other retinal disorders', 'Cystoid macular degeneration of retina', 'Open-angle glaucoma', 'Uveitis, noninfectious or NOS', 'Other disorders of eyelids', 'Ectropion or entropion', 'Dizziness and giddiness (Light-headedness and vertigo)', 'Premature beats', 'Hypotension NOS', 'Chronic sinusitis', ""Barrett's esophagus"", 'Ileostomy status', 'Cholelithiasis and cholecystitis', 'Cholecystitis without cholelithiasis', 'Other disorders of biliary tract', 'Hematemesis', 'Nephritis; nephrosis; renal sclerosis', 'Nephritis and nephropathy without mention of glomerulonephritis', 'Chronic interstitial cystitis', 'Other disorders of bladder', 'Functional disorders of bladder', 'Dyspareunia', 'Disorders of sweat glands', 'Osteomyelitis, periostitis, and other infections involving bone', 'Osteomyelitis', 'Unspecified osteomyelitis', 'Pyogenic arthritis', 'Spondylosis with myelopathy', 'Osteoarthritis; localized', 'Stress fracture', 'Congenital anomalies of the eye', 'Spondylolisthesis, congenital', 'Congenital anomalies of limbs', 'Congenital deformities of feet', 'Other congenital anomalies of lower limb, including pelvic girdle', 'Congenital hip dysplasia and deformity', 'Spasm of muscle', 'Abnormal posture', 'Syncope and collapse', 'Fracture of tibia and fibula', 'Traumatic arthropathy', 'Posttraumatic wound infection not elsewhere classified', 'Traumatic and surgical subcutaneous emphysema', 'Antineoplastic and immunosuppressive drugs causing adverse effects']",3 +DPB1_0301,7,2,"[0.04033, 0.01705, 0.02407, 0.03164, 0.01192, 0.01671, 0.03445, 0.013, 0.007099, 0.04828, 0.03812, 0.03924, 0.00628, 0.03457, 0.0277, 0.008116, 0.03709, 0.043, 0.04566, 0.02107, 0.01348, 0.01605, 0.03641, 0.0149, 0.03726, 0.01357, 0.0007511, 0.04735, 0.03397, 0.01123, 0.03491, 0.02422, 0.02095, 0.02647, 0.04997, 0.02081, 0.01801, 0.0242, 0.01503, 0.009004, 0.000732, 0.003071, 0.03575, 0.04215, 0.02086, 0.01277, 0.04664, 0.02067, 0.0004469, 0.006761, 0.04045, 0.01598, 0.02308, 0.04399, 0.04004, 0.03147, 0.02533, 0.03858, 0.002018, 0.01435, 0.04671, 0.01562, 0.0487, 0.0182, 0.04785, 0.005394, 0.01523, 0.03788, 0.02479, 0.03431, 0.03541, 0.02963, 0.02119]","[1.585, 1.382, 1.221, 1.477, 1.587, 0.57, 0.775, 1.313, 1.422, 1.265, 1.288, 1.085, 1.226, 1.11, 0.854, 0.815, 1.396, 1.942, 1.187, 1.512, 0.348, 0.644, 1.451, 0.172, 0.738, 1.379, 2.027, 1.123, 1.263, 1.733, 1.32, 0.5, 0.886, 1.831, 0.881, 0.601, 1.343, 1.281, 1.284, 1.312, 1.527, 0.312, 1.674, 0.346, 0.873, 1.192, 1.168, 1.228, 1.66, 1.403, 1.406, 1.404, 1.427, 1.752, 1.479, 1.297, 1.695, 0.46, 1.984, 1.415, 0.77, 1.26, 0.815, 0.51, 0.701, 0.817, 0.82, 1.703, 1.387, 1.839, 0.616, 0.567, 0.253]","['Viral hepatitis B', 'Cancer of tongue', 'Cancer of larynx', 'Cervical cancer', 'Cancer of other female genital organs', 'Malignant neoplasm of other urinary organs', 'Secondary malignant neoplasm of digestive systems', 'Type 1 diabetes', 'Type 2 diabetes with ophthalmic manifestations', 'Diabetic retinopathy', 'Hypercalcemia', 'Electrolyte imbalance', 'Hyperpotassemia', 'Hypopotassemia', 'Decreased white blood cell count', 'Neutropenia', 'Senile dementia', 'Acute reaction to stress', 'Adjustment reaction', 'Mental retardation', 'Organic or persistent insomnia', ""Parkinson's disease"", 'Infantile cerebral palsy', 'Superficial keratitis', 'Allergic conjunctivitis', 'Tinnitus', 'Nonrheumatic pulmonary valve disorders', 'Palpitations', 'Intracranial hemorrhage', 'Subarachnoid hemorrhage', 'Varicose veins', 'Postnasal drip', 'Allergic rhinitis', 'Viral pneumonia', 'Asthma', 'Bronchitis', 'Dependence on respirator [Ventilator] or supplemental oxygen', 'Hyperventilation', 'Diseases of hard tissues of teeth', 'Dental caries', 'Esophageal bleeding (varices/hemorrhage)', 'Heartburn', 'Hemorrhage from gastrointestinal ulcer', 'Acute gastritis', 'Abdominal hernia', 'Chronic liver disease and cirrhosis', 'Other chronic nonalcoholic liver disease', 'Cirrhosis of liver without mention of alcohol', 'Primary biliary cirrhosis', 'Portal hypertension', 'Hematemesis', 'Splenomegaly', 'Disorders of penis', 'Dysplasia of female genital organs', 'Need for Hormone replacement therapy (postmenopausal)', 'Other perinatal conditions of fetus or newborn', 'Carbuncle and furuncle', 'Prurigo and Lichen', 'Other specified erythematous conditions', 'Sarcoidosis', 'Scar conditions and fibrosis of skin', 'Decubitus ulcer', 'Diffuse diseases of connective tissue', 'Dermatomyositis', 'Chronic osteomyelitis', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Disorders of muscle, ligament, and fascia', 'Fasciitis', 'Facial weakness', 'Poisoning by hormones and synthetic substitutes', 'Adrenal cortical steroids causing adverse effects in therapeutic use', 'Anticoagulants causing adverse effects']",3 +DPB1_1301,6,3,"[0.04284, 0.01943, 0.03184, 0.01162, 0.01232, 0.01245, 0.01046, 0.01231, 0.01639, 0.04291, 0.03818, 0.03318, 0.006552, 0.02461, 0.008168, 0.0008767, 0.01981, 0.006842, 0.008197, 0.02059, 0.03188, 0.005262, 0.04324, 0.0121, 0.0269, 0.001332, 0.0002484, 0.003216, 0.001895, 0.04603, 0.0214, 0.005786, 0.004755, 0.04173, 0.0005233, 0.009321, 0.01619, 0.04338, 0.009733, 0.02525, 0.04897, 0.02525, 0.01969, 0.02598, 0.04489, 0.001389, 0.04532, 0.005957, 0.03192, 0.0234, 0.03429, 0.0357, 0.03311, 0.02716, 0.01275]","[2.11, 1.443, 2.04, 0.381, 1.861, 1.527, 1.77, 0.384, 0.248, 1.173, 1.178, 1.681, 0.254, 0.271, 1.401, 1.601, 2.719, 1.461, 1.433, 2.071, 1.724, 2.66, 0.308, 1.591, 2.582, 1.927, 2.211, 3.018, 3.218, 2.858, 2.227, 3.328, 2.881, 2.242, 2.787, 2.491, 2.821, 2.584, 1.848, 2.018, 1.647, 1.765, 1.752, 2.013, 1.453, 2.39, 2.001, 0.523, 1.226, 1.379, 2.701, 1.995, 0.535, 0.569, 2.059]","['Viral Enteritis', 'Infection/inflammation of internal prosthetic device; implant; and graft', 'Cancer of other female genital organs', 'Thyroid cancer', 'Type 2 diabetes with ophthalmic manifestations', 'Type 2 diabetes with neurological manifestations', 'Diabetic retinopathy', 'Disorders of adrenal glands', 'Adrenal hypofunction', 'Disorders of lipoid metabolism', 'Hyperlipidemia', 'Megaloblastic anemia', 'Alcohol-related disorders', 'Alcoholism', 'Sleep apnea', 'Obstructive sleep apnea', 'Peripheral autonomic neuropathy', 'Other retinal disorders', 'Disorders of refraction and accommodation; blindness and low vision', 'Subjective visual disturbances', 'Abnormal function study of cardiovascular system', 'Cardiac complications, not elsewhere classified', 'Phlebitis and thrombophlebitis', 'Encounter for long-term (current) use of anticoagulants, antithrombotics, aspirin', 'Encounter for long-term (current) use of antiplatelets/antithrombotics', 'Encounter for long-term (current) use of aspirin', 'Orthostatic hypotension', 'Dentofacial anomalies, including malocclusion', 'Anomalies of tooth position/malocclusion', 'Leukoplakia of oral mucosa', 'Acute appendicitis', 'Chronic interstitial cystitis', 'Bladder neck obstruction', 'Inflammatory disease of breast', 'Mastodynia', 'Endometriosis', 'Noninflammatory disorders of ovary, fallopian tube, and broad ligament', 'Endometrial hyperplasia', 'Irregular menstrual cycle', 'Cellulitis and abscess of face/neck', 'Dyschromia and Vitiligo', 'Other dyschromia', 'Rosacea', 'Ingrowing nail', 'Diffuse diseases of connective tissue', 'Systemic sclerosis', 'Pyogenic arthritis', 'Rheumatoid arthritis', 'Back pain', 'Myalgia and myositis unspecified', 'Pallor and flushing', 'Cardiogenic shock', 'Fracture of unspecified bones', 'Open wounds of head; neck; and trunk', 'Urticaria']",3 +DQA1_0101,6,0,"[0.007163, 0.04498, 0.02062, 0.02458, 0.01783, 0.002071, 0.04689, 0.02141, 0.001517, 0.001536, 0.02583, 0.009708, 7.499e-05, 0.02119, 0.02433, 0.01044, 0.0378, 0.01797, 0.01359, 0.04002, 0.002323, 0.02098, 0.0365, 0.02124, 0.02444, 0.04435, 0.02478, 0.03431, 0.03784, 0.038, 0.01665, 0.02528, 0.005559, 0.02426, 6.674e-05, 0.01085, 0.01096, 0.0465, 0.02219, 0.01507, 0.03912, 0.01817, 0.02176, 0.01316, 0.002815, 0.009107, 0.04536, 0.04243, 0.026, 0.04178, 0.008056, 0.04884, 0.04998, 0.03768, 0.001798, 0.01494, 0.01676, 3.611e-08, 5.92e-06, 5.826e-05, 0.04661, 0.008018, 0.003001, 0.03406, 0.04171, 0.03584, 0.004493, 0.04707, 0.02086, 0.02759, 0.02482, 0.03892, 0.03615, 0.04637, 0.0369, 0.0004807, 0.02605, 0.01909, 0.04637]","[0.689, 1.178, 1.326, 1.858, 0.384, 1.454, 1.771, 0.801, 1.555, 0.875, 0.832, 0.891, 0.615, 0.741, 0.744, 1.465, 0.743, 1.634, 0.777, 0.719, 0.627, 0.736, 0.801, 1.313, 1.389, 1.847, 0.55, 0.921, 0.852, 0.746, 0.539, 0.426, 0.408, 1.642, 1.342, 1.246, 1.273, 1.522, 0.734, 0.79, 0.722, 0.447, 1.414, 0.815, 0.783, 0.587, 1.224, 1.716, 1.287, 1.77, 1.62, 0.739, 0.562, 0.863, 0.492, 2.054, 0.459, 1.39, 1.359, 1.944, 1.739, 0.842, 0.751, 1.604, 0.841, 0.757, 0.228, 0.534, 1.614, 0.788, 0.403, 1.464, 0.653, 1.186, 0.611, 0.794, 0.523, 0.292, 0.752]","['Herpes zoster', 'Viral infection', 'Mycoses', 'Aspergillosis', 'Cancer of nasopharynx', 'Basal cell carcinoma', 'Malignant neoplasm of testis', 'Radiotherapy', 'Nodular lymphoma', 'Hypothyroidism', 'Secondary hypothyroidism', 'Hypothyroidism NOS', 'Type 1 diabetes', 'Testicular dysfunction', 'Testicular hypofunction', 'Hyperglyceridemia', 'Abnormal weight gain', 'Other CNS infection and poliomyelitis', 'Extrapyramidal disease and abnormal movement disorders', 'Essential tremor', 'Multiple sclerosis', 'Generalized convulsive epilepsy', 'Abnormal involuntary movements', 'Infection of the eye', 'Conjunctivitis, infectious', 'Labyrinthitis', 'Nonrheumatic pulmonary valve disorders', 'Ischemic Heart Disease', 'Ill-defined descriptions and complications of heart disease', 'Abnormal function study of cardiovascular system', 'Cardiac complications, not elsewhere classified', 'Aneurysm of artery of lower extremity', 'Arterial embolism and thrombosis of lower extremity artery', 'Throat pain', 'Other upper respiratory disease', 'Chronic bronchitis', 'Obstructive chronic bronchitis', 'Duodenal ulcer', 'Liver replaced by transplant', 'Other biliary tract disease', 'Obstruction of bile duct', 'Other disorders of gallbladder', 'Nonspecific abnormal findings in stool contents', 'Kidney replaced by transpant', 'Retention of urine', 'Prostatitis', 'Genital prolapse', 'Endometrial hyperplasia', 'stress incontinence, female', 'Early onset of delivery', 'Psoriatic arthropathy', 'Sarcoidosis', 'Disorders of sweat glands', 'Diseases of sebaceous glands', 'Sicca syndrome', 'Unspecified diffuse connective tissue disease', 'Arthropathy associated with neurological disorders', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Juvenile rheumatoid arthritis', 'Ankylosing spondylitis', 'Other disorders of synovium, tendon, and bursa', 'Synovitis and tenosynovitis', 'Other disorders of bone and cartilage', 'Acquired foot deformities', 'Acquired toe deformities', 'Hallux rigidus', 'Pathologic fracture of femur', 'Anomalies of respiratory system, congenital', 'Thoracic or lumbosacral neuritis or radiculitis, unspecified', 'Facial weakness', 'Elevated C-reactive protein (CRP)', 'Cardiogenic shock', 'Fracture of unspecified bones', 'Non-healing surgical wound', 'Atopic/contact dermatitis due to other or unspecified', 'Allergies, other', 'Postoperative shock', 'Effects radiation NOS']",3 +DQA1_0201,5,2,"[0.0365, 0.02741, 0.04053, 0.03787, 0.04851, 0.03974, 0.02094, 0.03271, 0.02499, 0.002618, 0.0014, 0.001452, 0.0001489, 0.02381, 0.04436, 0.04142, 0.03407, 0.006584, 1.333e-05, 0.00223, 0.007855, 0.009049, 0.01364, 0.03172, 0.04906, 0.01299, 0.04858, 0.01828, 0.04897, 0.01022, 0.02047, 0.04953, 0.03497, 0.01611, 0.01869, 0.004387, 0.009704, 0.0247, 0.01582, 0.04346, 0.04681, 0.04901, 0.02078, 0.04466, 0.03279, 0.04166, 0.00245, 0.005058, 0.02245, 0.01043, 0.03889, 0.03038, 0.01626, 0.03113, 0.01046, 0.004801, 0.01509, 0.01585, 1.833e-05, 0.04563, 0.03424, 0.01356, 0.003909, 0.04328, 0.03953, 0.03996, 0.0142, 0.01721, 0.01276, 0.001013, 0.0005974, 0.0009818, 0.0009725, 0.008867, 5.837e-08, 4.006e-07, 0.0001985, 0.02019, 0.02211, 0.01802, 0.04318, 0.02346, 0.01164, 0.01817]","[0.592, 0.738, 1.632, 1.231, 1.238, 0.788, 1.54, 1.221, 1.339, 1.25, 1.496, 1.302, 1.52, 1.388, 1.599, 1.203, 0.782, 0.63, 0.563, 0.32, 0.37, 0.376, 1.104, 1.145, 0.779, 1.606, 0.878, 0.836, 0.493, 0.466, 1.649, 0.624, 0.726, 0.762, 0.714, 0.532, 1.675, 0.378, 1.459, 1.133, 1.131, 1.139, 1.343, 1.146, 1.384, 1.173, 1.966, 1.266, 1.168, 1.34, 1.489, 1.128, 0.878, 1.17, 1.483, 1.793, 1.362, 0.584, 1.237, 0.579, 1.154, 1.199, 1.273, 0.502, 1.453, 0.604, 1.271, 1.305, 1.829, 1.44, 1.472, 1.517, 0.715, 0.598, 0.677, 0.66, 0.602, 0.575, 1.612, 0.903, 0.857, 2.081, 0.78, 0.75]","['Viral Enteritis', 'Methicillin resistant Staphylococcus aureus', 'Herpes zoster with nervous system complications', 'Viral hepatitis', 'Viral hepatitis C', 'Viral warts & HPV', 'Other infectious and parasitic diseases', 'Cancer of mouth', 'Cancer of tongue', 'Cancer of larynx, pharynx, nasal cavities', 'Cancer of oropharynx', 'Cancer of larynx', 'Hx of malignant neoplasm of oral cavity and pharynx', 'Cancer of esophagus', 'Neoplasm of uncertain behavior of breast', 'Radiotherapy', 'Thyrotoxicosis with or without goiter', ""Graves' disease"", 'Type 1 diabetes', 'Type 1 diabetes with ketoacidosis', 'Type 1 diabetes with renal manifestations', 'Type 1 diabetes with ophthalmic manifestations', 'Type 2 diabetes', 'Abnormal glucose', 'Diabetic retinopathy', 'Adrenal hyperfunction', 'Iron deficiency anemias', 'Iron deficiency anemias, unspecified or not due to blood loss', 'Non-autoimmune hemolytic anemias', 'Personality disorders', 'Other mental disorder', 'Anterior horn cell disease', 'Multiple sclerosis', 'Lack of coordination', 'Disorders of other cranial nerves', 'Trigeminal nerve disorders [CN5]', 'Complex regional/central pain syndrome', 'Peripheral retinal degenerations', 'Corneal opacity and other disorders of cornea', 'Otitis media and Eustachian tube disorders', 'Sensorineural hearing loss', 'Cardiac pacemaker/device in situ', 'Abnormal function study of cardiovascular system', 'Occlusion and stenosis of precerebral arteries', 'Cerebral atherosclerosis', 'Peripheral vascular disease, unspecified', 'Arterial embolism and thrombosis of lower extremity artery', 'Bacterial pneumonia', 'Acute bronchitis and bronchiolitis', 'Pneumonitis due to inhalation of food or vomitus', 'Idiopathic fibrosing alveolitis', 'Respiratory failure', 'Other diseases of lung', 'Respiratory abnormalities', 'Diseases of the salivary glands', 'Disturbance of salivary secretion', 'Stricture and stenosis of esophagus', 'Peptic ulcer, site unspecified', 'Dysphagia', 'Ulcerative colitis (chronic)', 'Chronic liver disease and cirrhosis', 'Other chronic nonalcoholic liver disease', 'Cirrhosis of liver without mention of alcohol', 'Other disorders of gallbladder', 'Nephrotic syndrome without mention of glomerulonephritis', 'Other disorders of testis', 'Inflammatory diseases of female pelvic organs', 'Inflammatory disease of cervix, vagina, and vulva', 'Prurigo and Lichen', 'Psoriasis and related disorders', 'Psoriasis', 'Psoriasis vulgaris', 'Diffuse diseases of connective tissue', 'Systemic sclerosis', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Polymyalgia Rheumatica', 'Other acquired deformities of limbs', 'Kyphosis (acquired)', 'Osteoarthrosis', 'Osteoarthrosis, generalized', 'Stress fracture', 'Genitourinary congenital anomalies', 'Congenital anomalies of urinary system']",3 +DQA1_0301,6,1,"[0.02911, 0.01113, 0.02281, 0.01157, 0.0359, 0.04149, 0.04367, 0.01224, 0.0202, 0.04113, 0.03932, 0.003158, 1.7e-05, 2.319e-31, 1.018e-11, 6.442e-09, 1.467e-09, 1.219e-08, 0.04393, 9.745e-06, 1.713e-05, 0.02669, 0.02263, 0.03084, 0.03138, 0.01347, 0.009066, 0.01632, 0.00602, 0.03976, 0.03784, 0.04511, 0.01109, 0.01081, 0.01835, 0.03101, 0.01896, 0.003168, 0.03956, 0.008198, 0.04621, 0.03523, 0.01785, 0.04965, 0.03966, 0.04147, 0.01642, 0.00104, 0.02409, 0.000502, 0.009005, 0.03191, 0.03273, 0.04289, 0.04076, 0.03006, 0.03649, 0.002368, 0.04133, 0.01552, 0.005086, 0.02361, 0.04274, 0.04546, 0.003211, 0.04801, 0.01686, 0.01004, 0.04631, 0.0258, 0.02335, 1.386e-11, 5.607e-17, 0.0006918, 0.02144, 1.311e-06, 0.04019, 0.0227, 0.00323, 0.00726, 0.005723, 0.0004153, 0.0116, 0.002735, 0.01864, 0.01235, 0.04848, 0.03581, 0.03363, 0.04981, 0.03778, 0.01873, 0.01977, 0.01582, 0.03984, 0.02226]","[0.835, 0.497, 1.189, 0.499, 1.264, 1.246, 1.133, 1.2, 0.481, 1.816, 1.081, 1.126, 1.156, 3.178, 5.733, 4.353, 4.864, 4.373, 0.733, 1.339, 1.554, 1.219, 0.703, 0.812, 0.709, 0.474, 1.231, 0.731, 0.639, 0.82, 1.373, 0.53, 1.664, 1.728, 1.35, 0.845, 1.193, 0.49, 0.686, 1.249, 0.75, 1.206, 1.286, 0.819, 1.239, 0.78, 0.69, 2.205, 0.817, 0.588, 0.542, 0.566, 0.887, 0.855, 0.85, 0.491, 1.191, 1.452, 1.354, 1.187, 0.483, 1.488, 0.882, 1.235, 0.474, 0.817, 0.548, 0.483, 0.801, 1.979, 1.381, 1.463, 1.7, 0.527, 1.862, 1.639, 0.873, 0.713, 1.241, 1.347, 1.443, 1.256, 1.098, 1.146, 1.214, 1.228, 1.578, 0.633, 0.869, 1.212, 1.744, 1.877, 1.528, 0.606, 1.801, 1.729]","['Intestinal infection', 'Herpes zoster with nervous system complications', 'Viral infection', 'Malignant neoplasm of retroperitoneum and peritoneum', 'Bone cancer', 'Cervical cancer and dysplasia', 'Secondary malignancy of respiratory organs', 'Secondary malignancy of bone', 'Benign neoplasm of ovary', 'Benign neoplasm of adrenal gland', 'Hypothyroidism', 'Hypothyroidism NOS', 'Diabetes mellitus', 'Type 1 diabetes', 'Type 1 diabetes with ketoacidosis', 'Type 1 diabetes with renal manifestations', 'Type 1 diabetes with ophthalmic manifestations', 'Type 1 diabetes with neurological manifestations', 'Diabetes type 2 with peripheral circulatory disorders', 'Insulin pump user', 'Diabetic retinopathy', 'Disorders of adrenal glands', 'Hyperglyceridemia', 'Aphasia/speech disturbance', 'Aphasia', 'Obsessive-compulsive disorders', 'Substance addiction and disorders', 'Multiple sclerosis', 'Other demyelinating diseases of central nervous system', 'Lack of coordination', 'Other nondiabetic retinopathy', ""Fuchs' dystrophy"", 'Hypermetropia', 'Amblyopia', 'Strabismus (not specified as paralytic)', 'Hypertensive heart disease', 'Heart failure NOS', 'Subarachnoid hemorrhage', 'Cerebral aneurysm', 'Atherosclerosis of the extremities', 'Varicose veins of lower extremity', 'Other disorders of circulatory system', 'Circulatory disease NEC', 'Respiratory insufficiency', 'Wheezing', 'Gingival and periodontal diseases', 'Gingivitis', 'Sialoadenitis', 'Inflammatory bowel disease and other gastroenteritis and colitis', 'Ulcerative colitis', 'Ulcerative colitis (chronic)', 'Celiac disease', 'Diverticulosis and diverticulitis', 'Abnormal results of function study of liver', 'Cholelithiasis', 'Cholelithiasis with acute cholecystitis', 'Diseases of pancreas', 'Acute pancreatitis', 'Hematemesis', 'Kidney replaced by transpant', 'Oliguria and anuria', 'Noninflammatory disorders of vagina', 'Symptomatic menopause', 'Cellulitis and abscess of trunk', 'Congenital anomalies of skin', 'Lupus (localized and systemic)', 'Cutaneous lupus erythematosus', 'Prurigo and Lichen', 'Psoriasis and related disorders', 'Hidradenitis', 'Arthropathy associated with infections', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Juvenile rheumatoid arthritis', 'Ankylosing spondylitis', 'Polymyalgia Rheumatica', 'Spinal stenosis', 'Postlaminectomy syndrome', 'Acquired foot deformities', 'Acquired toe deformities', 'Hammer toe (acquired)', 'Osteoarthrosis, generalized', 'Osteoporosis, osteopenia and pathological fracture', 'Osteoporosis', 'Senile osteoporosis', 'Other specified osteoporosis', 'Obstructive genitourinary defect', 'Abnormal posture', 'Sprains and strains', 'Complications of transplants and reattached limbs', 'Open wound of foot except toe(s) alone', 'Traumatic amputation', 'Non-healing surgical wound', 'Allergic reaction to food', 'Poisoning by analgesics, antipyretics, and antirheumatics', 'Adverse effects of sedatives or other central nervous system depressants and anesthetics']",3 +DQB1_0202,5,2,"[0.01422, 0.03998, 0.004167, 0.009866, 0.004926, 0.005697, 0.01579, 0.02542, 0.000854, 0.01102, 0.03997, 0.004323, 0.001278, 0.002347, 0.0007357, 0.02836, 0.03084, 0.03105, 0.04929, 0.02582, 0.004039, 0.001685, 0.03927, 0.04707, 0.02503, 0.04291, 0.01243, 0.0412, 0.02224, 0.04614, 0.0048, 0.01389, 0.003799, 0.0246, 0.0004575, 0.01131, 0.01869, 0.04018, 0.01184, 0.04707, 0.03328, 0.04821, 0.006458, 0.02393, 0.04042, 0.04006, 0.00638, 0.001132, 0.01364, 0.01078, 0.009807, 0.01182, 6.343e-05, 0.04138, 0.0005515, 0.0002266, 5.019e-05, 0.01751, 0.0125, 0.01647, 0.01157, 0.02364, 0.01831, 0.04402, 0.002131, 0.03184, 0.047, 3.283e-06, 4.939e-05, 0.03044, 0.02715, 0.0002774, 0.0241, 0.0424, 0.0238, 0.02888, 0.008475, 0.02855, 0.03738, 0.002009, 0.0458, 0.04795]","[0.46, 0.842, 0.619, 1.905, 1.353, 1.378, 0.663, 0.354, 1.907, 1.296, 1.342, 1.263, 1.553, 1.319, 1.503, 0.689, 0.639, 0.604, 1.917, 1.43, 0.555, 0.634, 0.464, 1.093, 1.27, 1.299, 0.805, 1.129, 0.449, 0.304, 0.687, 0.531, 1.838, 0.263, 1.771, 1.828, 1.685, 0.569, 1.416, 0.515, 1.425, 1.436, 1.916, 1.235, 1.167, 1.135, 0.845, 1.292, 1.324, 1.883, 1.414, 0.503, 1.246, 1.689, 1.285, 1.338, 1.436, 1.288, 1.386, 1.422, 1.625, 1.573, 1.841, 1.164, 0.699, 0.62, 0.497, 0.684, 0.688, 0.84, 0.833, 0.556, 1.308, 0.573, 0.896, 0.394, 0.742, 0.737, 0.437, 1.809, 0.675, 0.752]","['Viral Enteritis', 'Staphylococcus infections', 'Methicillin resistant Staphylococcus aureus', 'Herpes zoster with nervous system complications', 'Viral hepatitis', 'Viral hepatitis C', 'Mycoses', 'Histoplasmosis', 'Other infectious and parasitic diseases', 'Cancer of mouth', 'Cancer of tongue', 'Cancer of larynx, pharynx, nasal cavities', 'Cancer of oropharynx', 'Cancer of larynx', 'Hx of malignant neoplasm of oral cavity and pharynx', 'Basal cell carcinoma', 'Squamous cell carcinoma', 'Carcinoma in situ of skin', 'Neuroendocrine tumors', 'Simple and unspecified goiter', ""Graves' disease"", 'Type 1 diabetes', 'Type 1 diabetes with ketoacidosis', 'Type 2 diabetes', 'Disorders of adrenal glands', 'Adrenal hypofunction', 'Iron deficiency anemias, unspecified or not due to blood loss', 'Purpura and other hemorrhagic conditions', 'Personality disorders', 'Spinocerebellar disease', 'Lack of coordination', 'Trigeminal nerve disorders [CN5]', 'Complex regional/central pain syndrome', 'Peripheral retinal degenerations', 'Corneal opacity and other disorders of cornea', 'Corneal dystrophy', 'Otorrhea', 'Cardiac arrest', 'Abnormal function study of cardiovascular system', 'Subarachnoid hemorrhage', 'Cerebral atherosclerosis', 'Atherosclerosis of aorta', 'Arterial embolism and thrombosis of lower extremity artery', 'Bacterial pneumonia', 'Acute bronchitis and bronchiolitis', 'Respiratory failure', 'Other diseases of lung', 'Respiratory abnormalities', 'Hyperventilation', 'Jaw disease NOS', 'Esophageal bleeding (varices/hemorrhage)', 'Peptic ulcer, site unspecified', 'Dysphagia', 'Celiac disease', 'Chronic liver disease and cirrhosis', 'Other chronic nonalcoholic liver disease', 'Cirrhosis of liver without mention of alcohol', 'Liver abscess and sequelae of chronic liver disease', 'Liver replaced by transplant', 'Splenomegaly', 'Nephrotic syndrome without mention of glomerulonephritis', 'Noninflammatory disorders of vagina', 'Prurigo and Lichen', 'Diseases of sebaceous glands', 'Diffuse diseases of connective tissue', 'Systemic sclerosis', 'Other specified diffuse diseases of connective tissue', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Other arthropathies', 'Arthropathy NOS', 'Polymyalgia Rheumatica', 'Displacement of intervertebral disc', 'Other acquired deformities of limbs', 'Osteoarthrosis', 'Congenital anomalies of peripheral vascular system', 'Genitourinary congenital anomalies', 'Congenital anomalies of urinary system', 'Obstructive genitourinary defect', 'Other congenital musculoskeletal anomalies', 'Malaise and fatigue', 'Fracture of neck of femur']",3 +DQB1_0501,8,1,"[0.009831, 0.02755, 0.01109, 0.01262, 0.03371, 0.02943, 0.002897, 0.04056, 0.0009392, 0.03009, 0.009866, 0.006219, 0.0201, 0.00375, 0.04699, 0.04218, 0.03738, 0.04006, 0.02883, 0.002502, 0.03863, 0.01441, 0.006266, 0.02803, 0.03859, 0.01788, 0.01314, 0.02687, 0.01415, 0.01229, 0.03434, 0.02174, 0.03811, 0.00103, 0.02029, 0.04291, 0.03597, 0.0119, 0.04624, 0.01158, 0.01225, 0.00572, 0.02822, 0.02404, 0.0187, 0.03058, 0.04922, 0.008383, 0.00337, 0.02575, 0.04571, 0.03614, 0.0326, 0.001497, 0.003156, 0.01621, 0.04164, 0.01965, 0.01422, 0.008853, 0.01599, 4.617e-12, 1.639e-09, 0.000301, 0.02475, 0.03463, 0.038, 0.04461, 0.0446, 0.01667, 0.02474, 0.01625, 0.03884, 0.005156, 0.04913, 0.04279, 0.01599, 0.03352, 0.04299, 0.03244, 0.04397, 0.002261, 0.01736, 0.0285, 0.03906]","[0.679, 1.193, 1.38, 2.015, 0.856, 1.326, 0.728, 0.801, 1.608, 1.438, 0.155, 0.885, 0.895, 0.691, 1.851, 0.595, 0.749, 0.75, 0.603, 1.888, 0.799, 0.673, 0.725, 0.631, 0.665, 0.243, 0.902, 0.799, 0.682, 0.782, 0.806, 0.461, 1.608, 1.292, 1.793, 1.225, 1.497, 1.271, 1.346, 1.712, 1.229, 0.747, 0.673, 0.676, 0.435, 0.827, 0.356, 0.789, 0.773, 0.617, 0.707, 1.249, 1.291, 1.804, 0.591, 0.427, 0.857, 0.69, 0.56, 2.198, 0.407, 1.532, 1.521, 1.863, 1.893, 0.829, 0.81, 1.709, 0.751, 0.288, 1.619, 0.899, 0.787, 0.735, 0.427, 0.466, 1.52, 1.503, 1.295, 1.297, 0.627, 0.806, 0.45, 0.269, 0.727]","['Herpes zoster', 'Candidiasis', 'Mycoses', 'Aspergillosis', 'Cancer within the respiratory system', 'Basal cell carcinoma', 'Radiotherapy', 'Secondary malignancy of brain/spine', 'Nodular lymphoma', 'Reticulosarcoma', 'Benign neoplasm of adrenal gland', 'Hypothyroidism', 'Hypothyroidism NOS', 'Type 1 diabetes', 'Other disorders of neurohypophysis', 'Adrenal hyperfunction', 'Testicular dysfunction', 'Testicular hypofunction', 'Other endocrine disorders', 'Other CNS infection and poliomyelitis', 'Extrapyramidal disease and abnormal movement disorders', 'Multiple sclerosis', 'Abnormal involuntary movements', 'Other nondiabetic retinopathy', 'Retinal vascular changes and abnomalities', 'Superficial keratitis', 'Ischemic Heart Disease', 'Atrial flutter', 'Abnormal function study of cardiovascular system', 'Occlusion of cerebral arteries', 'Cerebral artery occlusion, with cerebral infarction', 'Arterial embolism and thrombosis of lower extremity artery', 'Throat pain', 'Other upper respiratory disease', 'Pneumococcal pneumonia', 'Obstructive chronic bronchitis', 'Atrophic gastritis', 'Inflammatory bowel disease and other gastroenteritis and colitis', 'Ulcerative colitis', 'Ulcerative colitis (chronic)', 'Noninfectious gastroenteritis', 'Other biliary tract disease', 'Cholangitis', 'Obstruction of bile duct', 'Chronic glomerulonephritis, NOS', 'Kidney replaced by transpant', 'Acute cystitis', 'Other disorders of bladder', 'Retention of urine', 'Prostatitis', 'Other disorders of male genital organs', 'Genital prolapse', 'stress incontinence, female', 'Psoriatic arthropathy', 'Sarcoidosis', 'Disorders of sweat glands', 'Diseases of sebaceous glands', 'Acne', 'Sicca syndrome', 'Unspecified diffuse connective tissue disease', 'Arthropathy associated with neurological disorders', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Juvenile rheumatoid arthritis', 'Ankylosing spondylitis', 'Spinal stenosis of lumbar region', 'Synovitis and tenosynovitis', 'Other disorders of soft tissues', 'Acquired toe deformities', 'Hallux rigidus', 'Anomalies of respiratory system, congenital', 'Back pain', 'Thoracic or lumbosacral neuritis or radiculitis, unspecified', 'Neuralgia, neuritis, and radiculitis NOS', 'Facial weakness', 'Hypothermia/Chills', 'Elevated sedimentation rate', 'Elevated C-reactive protein (CRP)', 'Fracture of tibia and fibula', 'Fracture of foot', 'Injuries to the nervous system', 'Atopic/contact dermatitis due to other or unspecified', 'Allergies, other', 'Postoperative shock', 'Effects radiation NOS']",3 +DRB1_0101,8,1,"[0.004424, 0.01873, 0.01843, 0.03036, 0.01338, 0.02442, 0.03445, 0.001399, 0.01322, 0.04022, 0.001173, 0.001703, 0.01522, 0.007501, 0.0369, 0.01558, 0.0473, 0.03921, 0.002468, 0.006571, 0.03097, 0.04062, 0.03286, 0.03461, 0.04742, 0.03738, 0.04429, 0.03655, 0.009206, 0.008785, 0.02113, 0.02968, 0.0257, 0.0003135, 0.01887, 0.04544, 0.01369, 0.03754, 0.03237, 0.01695, 0.03659, 0.0371, 0.03836, 0.04604, 0.02316, 0.03027, 0.03673, 0.01666, 0.003975, 0.04734, 0.03061, 0.01052, 0.004066, 0.01673, 0.03126, 0.01476, 0.04445, 0.03395, 7.44e-14, 1.365e-10, 7.356e-05, 0.0007635, 0.03331, 0.04229, 0.01328, 0.04771, 0.03236, 0.01561, 0.008504, 0.01105, 0.006408, 0.02195, 0.0143, 0.00639, 0.02958, 0.02027]","[0.623, 1.219, 1.37, 0.325, 0.821, 0.836, 0.79, 1.616, 1.535, 0.294, 0.855, 0.85, 0.72, 2.293, 0.721, 0.658, 1.124, 1.494, 1.928, 0.611, 0.765, 0.626, 1.862, 0.68, 0.306, 1.633, 1.193, 1.125, 0.637, 0.756, 0.775, 1.405, 1.696, 1.342, 1.846, 1.754, 1.978, 1.428, 1.242, 1.705, 1.201, 0.706, 0.795, 1.174, 0.407, 0.831, 0.821, 0.794, 1.956, 1.582, 0.66, 0.679, 1.751, 0.639, 0.581, 2.002, 0.526, 0.431, 1.615, 1.591, 2.01, 2.581, 0.815, 1.63, 0.698, 1.561, 0.212, 0.891, 0.731, 1.584, 1.431, 1.915, 0.459, 0.814, 1.908, 0.673]","['Herpes zoster', 'Candidiasis', 'Mycoses', 'Cancer of nasopharynx', 'Cancer within the respiratory system', 'Cancer of bronchus; lung', 'Radiotherapy', 'Nodular lymphoma', 'Reticulosarcoma', 'Benign neoplasm of adrenal gland', 'Hypothyroidism', 'Hypothyroidism NOS', 'Type 1 diabetes', 'Other disorders of neurohypophysis', 'Hypocalcemia', 'Abnormal weight gain', 'Diseases of white blood cells', 'Polycythemia, secondary', 'Other CNS infection and poliomyelitis', 'Multiple sclerosis', 'Abnormal involuntary movements', 'Other nondiabetic retinopathy', ""Fuchs' dystrophy"", 'Diplopia and disorders of binocular vision', 'Superficial keratitis', 'Anomalous atrioventricular excitation', 'Abnormal electrocardiogram [ECG] [EKG]', 'Tachycardia NOS', 'Abnormal function study of cardiovascular system', 'Occlusion of cerebral arteries', 'Cerebral artery occlusion, with cerebral infarction', 'Varicose veins of lower extremity', 'Throat pain', 'Other upper respiratory disease', 'Pneumococcal pneumonia', 'Viral pneumonia', 'Temporomandibular joint disorder, unspecified', 'Appendiceal conditions', 'Inflammatory bowel disease and other gastroenteritis and colitis', 'Ulcerative colitis (chronic)', 'Noninfectious gastroenteritis', 'Other disorders of peritoneum', 'Other biliary tract disease', 'Blood in stool', 'Chronic glomerulonephritis, NOS', 'Chronic Kidney Disease, Stage III', 'Kidney replaced by transpant', 'Other disorders of bladder', 'Oliguria and anuria', 'Hydrocele', 'Other disorders of male genital organs', 'Cellulitis and abscess of trunk', 'Psoriatic arthropathy', 'Sarcoidosis', 'Sicca syndrome', 'Infective connective tissue disorders', 'Arthropathy associated with other disorders classified elsewhere', 'Arthropathy associated with neurological disorders', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Juvenile rheumatoid arthritis', 'Ankylosing spondylitis', 'Spinal stenosis of lumbar region', 'Other disorders of bone and cartilage', 'Kyphoscoliosis and scoliosis', 'Anomalies of respiratory system, congenital', 'Spondylolisthesis, congenital', 'Back pain', 'Neuralgia, neuritis, and radiculitis NOS', 'Elevated sedimentation rate', 'Fracture of tibia and fibula', 'Concussion', 'Complication of colostomy or enterostomy', 'Atopic/contact dermatitis due to other or unspecified', 'Diaper or napkin rash', 'Effects radiation NOS']",3 +DRB1_0103,5,1,"[0.01848, 0.01202, 0.04756, 0.03275, 0.002795, 0.01723, 0.007006, 0.001224, 0.04724, 0.04315, 0.01574, 0.03578, 0.04607, 0.03066, 0.002782, 0.002167, 0.007611, 0.02492, 0.001076, 0.007908, 0.001871, 0.0314, 0.001406, 0.0003767, 0.01921, 0.005177, 0.01732, 0.03721, 0.03712, 0.01686, 0.0163, 0.006463, 0.02016, 0.03388, 0.02115, 0.003594, 0.006538, 0.012, 0.04775, 0.04807, 0.006507, 0.01894, 0.04194, 0.03234, 0.02426, 0.000924, 0.02885, 0.02141, 0.009134, 0.03554, 0.03543, 7.356e-06, 0.0005361, 0.002991, 0.01556, 0.01353, 0.03247, 0.003362, 8.346e-06, 2.949e-05, 0.04862, 0.01468, 0.01713, 0.03506, 0.01653, 0.005485, 0.001302, 0.004687, 0.0273, 0.03604, 0.01383, 0.01419, 0.003311, 0.006479, 0.002423, 0.04372, 0.03859, 0.001458, 0.04066, 0.02523, 0.01436, 0.01132, 0.03542, 0.04669, 0.02457, 0.02589, 0.02392, 0.01107, 0.04648, 0.03493, 0.02292, 0.02163, 0.04599, 0.01893, 0.005234, 0.01216]","[1.727, 1.725, 1.734, 1.492, 4.09, 1.375, 2.087, 1.551, 1.378, 1.387, 0.581, 2.994, 2.517, 1.331, 4.161, 4.333, 1.44, 1.626, 1.774, 1.887, 1.704, 1.857, 1.612, 1.781, 2.99, 3.75, 1.243, 1.67, 2.627, 3.494, 3.583, 2.359, 2.348, 2.08, 3.341, 3.157, 0.518, 0.425, 0.488, 1.357, 1.612, 2.017, 1.584, 2.338, 1.465, 2.181, 2.525, 1.411, 2.473, 2.658, 0.703, 2.393, 2.362, 2.442, 2.789, 3.163, 2.318, 1.744, 3.237, 2.233, 2.053, 1.551, 1.791, 1.931, 3.056, 1.329, 1.462, 1.938, 1.639, 1.309, 2.161, 2.458, 2.026, 3.194, 1.955, 1.831, 1.86, 1.685, 3.428, 1.643, 1.723, 2.136, 0.629, 0.608, 2.022, 3.201, 1.472, 1.935, 1.81, 1.206, 1.696, 2.668, 2.32, 3.409, 3.712, 2.907]","['Bacterial enteritis', 'Streptococcus infection', 'Herpes zoster', 'Postoperative infection', 'Aspergillosis', 'Other non-epithelial cancer of skin', 'Basal cell carcinoma', 'Neoplasm of uncertain behavior of skin', 'Breast cancer [female]', 'Malignant neoplasm of female breast', 'Cancer, suspected or other', 'Benign neoplasm of ovary', 'Abnormal results of function study of thyroid', 'Protein-calorie malnutrition', 'Crystal arthropathies', 'Chondrocalcinosis', 'Disorders of mineral metabolism', 'Disorders of magnesium metabolism', 'Disorders of calcium/phosphorus metabolism', 'Disorders of phosphorus metabolism', 'Morbid obesity', 'Abnormal weight gain', 'Iron deficiency anemias', 'Iron deficiency anemias, unspecified or not due to blood loss', 'Hereditary hemolytic anemias', 'Other hereditary hemolytic anemias', 'Other anemias', 'Anemia in chronic kidney disease', 'Diseases of spleen', 'Abnormality of red blood cells', 'Dementia with cerebral degenerations', 'Aphasia', 'Alcoholic liver damage', 'Other demyelinating diseases of central nervous system', 'Nystagmus and other irregular eye movements', 'Pain, swelling or discharge of eye', 'Otitis media and Eustachian tube disorders', 'Otitis media', 'Suppurative and unspecified otitis media', 'Pulmonary heart disease', 'Chronic pulmonary heart disease', 'Primary pulmonary hypertension', 'Carditis', 'First degree AV block', 'Arrhythmia (cardiac) NOS', 'Heart transplant/surgery', 'Subarachnoid hemorrhage', 'Hypotension NOS', 'Reflux esophagitis', 'Hemorrhage from gastrointestinal ulcer', 'Dysphagia', 'Inflammatory bowel disease and other gastroenteritis and colitis', 'Regional enteritis', 'Ulcerative colitis', 'Ulcerative colitis (chronic)', 'Ulceration of intestine', 'Intestinal malabsorption (non-celiac)', 'Noninfectious gastroenteritis', 'Ileostomy status', 'Anal and rectal conditions', 'Peritoneal adhesions (postoperative) (postinfection)', 'Other disorders of intestine', 'Gastrointestinal complications', 'Glomerulonephritis', 'Renal sclerosis, NOS', 'Renal failure', 'Acute renal failure', 'Renal failure NOS', 'Chronic Kidney Disease, Stage IV', 'Other disorders of the kidney and ureters', 'Stricture/obstruction of ureter', 'Secondary hyperparathyroidism (of renal origin)', 'Pyelonephritis', 'Urinary complications NEC', 'Pain and other symptoms associated with female genital organs', 'Erythematosquamous dermatosis', 'Seborrheic dermatitis', 'Other hypertrophic and atrophic conditions of skin', 'Abnormal granulation tissue', 'Osteomyelitis, periostitis, and other infections involving bone', 'Osteomyelitis', 'Chronic osteomyelitis', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Other inflammatory spondylopathies', 'Ankylosing spondylitis', 'Symptoms and disorders of the joints', 'Stiffness of joint', 'Cystic kidney disease', 'Abdominal pain', 'Fracture of radius and ulna', ""Colles' fracture"", 'Complication of colostomy or enterostomy', 'Poisoning by agents primarily affecting blood constituents', 'Opiates and related narcotics causing adverse effects in therapeutic use', 'Poisoning by water, mineral, and uric acid metabolism drugs']",3 +DRB1_0701,5,2,"[0.03607, 0.02675, 0.04139, 0.03045, 0.03837, 0.04978, 0.02136, 0.04318, 0.02609, 0.003605, 0.002331, 0.002093, 0.0002519, 0.02476, 0.04373, 0.03406, 0.00657, 1.274e-05, 0.002209, 0.007784, 0.008982, 0.01228, 0.0382, 0.04889, 0.01312, 0.02434, 0.04665, 0.0176, 0.04842, 0.01013, 0.02075, 0.04892, 0.03461, 0.01588, 0.0186, 0.004384, 0.005129, 0.02466, 0.01584, 0.0457, 0.04148, 0.04877, 0.01494, 0.03453, 0.04276, 0.002523, 0.007011, 0.02782, 0.0151, 0.03974, 0.04205, 0.01153, 0.03988, 0.01079, 0.004923, 0.02159, 0.01573, 2.328e-05, 0.04473, 0.03016, 0.0115, 0.004062, 0.04305, 0.04043, 0.039, 0.01411, 0.0171, 0.01278, 0.001556, 0.0009398, 0.001598, 0.0009693, 0.008853, 8.474e-08, 4.116e-07, 0.0001971, 0.04872, 0.02017, 0.0221, 0.02186, 0.02355, 0.008485, 0.01289]","[0.591, 0.737, 1.629, 1.241, 1.251, 0.797, 1.538, 1.209, 1.336, 1.241, 1.47, 1.29, 1.499, 1.385, 1.601, 0.782, 0.63, 0.562, 0.32, 0.37, 0.376, 1.106, 1.14, 0.779, 1.605, 2.076, 0.877, 0.835, 0.492, 0.465, 1.647, 0.624, 0.725, 0.761, 0.714, 0.532, 1.742, 0.378, 1.459, 1.132, 1.134, 1.139, 1.362, 1.38, 1.172, 1.963, 1.255, 1.162, 1.321, 1.487, 1.119, 0.872, 1.162, 1.48, 1.79, 1.34, 0.583, 1.234, 0.578, 1.157, 1.204, 1.272, 0.502, 1.45, 0.602, 1.271, 1.305, 1.828, 1.421, 1.453, 1.492, 0.715, 0.597, 0.68, 0.66, 0.602, 1.24, 0.575, 1.612, 0.906, 2.08, 0.771, 0.737]","['Viral Enteritis', 'Methicillin resistant Staphylococcus aureus', 'Herpes zoster with nervous system complications', 'Viral hepatitis', 'Viral hepatitis C', 'Viral warts & HPV', 'Other infectious and parasitic diseases', 'Cancer of mouth', 'Cancer of tongue', 'Cancer of larynx, pharynx, nasal cavities', 'Cancer of oropharynx', 'Cancer of larynx', 'Hx of malignant neoplasm of oral cavity and pharynx', 'Cancer of esophagus', 'Neoplasm of uncertain behavior of breast', 'Thyrotoxicosis with or without goiter', ""Graves' disease"", 'Type 1 diabetes', 'Type 1 diabetes with ketoacidosis', 'Type 1 diabetes with renal manifestations', 'Type 1 diabetes with ophthalmic manifestations', 'Type 2 diabetes', 'Abnormal glucose', 'Diabetic retinopathy', 'Adrenal hyperfunction', 'Delay in sexual development and puberty NEC', 'Iron deficiency anemias', 'Iron deficiency anemias, unspecified or not due to blood loss', 'Non-autoimmune hemolytic anemias', 'Personality disorders', 'Other mental disorder', 'Anterior horn cell disease', 'Multiple sclerosis', 'Lack of coordination', 'Disorders of other cranial nerves', 'Trigeminal nerve disorders [CN5]', 'Complex regional/central pain syndrome', 'Peripheral retinal degenerations', 'Corneal opacity and other disorders of cornea', 'Otitis media and Eustachian tube disorders', 'Sensorineural hearing loss', 'Cardiac pacemaker/device in situ', 'Abnormal function study of cardiovascular system', 'Cerebral atherosclerosis', 'Peripheral vascular disease, unspecified', 'Arterial embolism and thrombosis of lower extremity artery', 'Bacterial pneumonia', 'Acute bronchitis and bronchiolitis', 'Pneumonitis due to inhalation of food or vomitus', 'Idiopathic fibrosing alveolitis', 'Respiratory failure', 'Other diseases of lung', 'Respiratory abnormalities', 'Diseases of the salivary glands', 'Disturbance of salivary secretion', 'Stricture and stenosis of esophagus', 'Peptic ulcer, site unspecified', 'Dysphagia', 'Ulcerative colitis (chronic)', 'Chronic liver disease and cirrhosis', 'Other chronic nonalcoholic liver disease', 'Cirrhosis of liver without mention of alcohol', 'Other disorders of gallbladder', 'Nephrotic syndrome without mention of glomerulonephritis', 'Other disorders of testis', 'Inflammatory diseases of female pelvic organs', 'Inflammatory disease of cervix, vagina, and vulva', 'Prurigo and Lichen', 'Psoriasis and related disorders', 'Psoriasis', 'Psoriasis vulgaris', 'Diffuse diseases of connective tissue', 'Systemic sclerosis', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Polymyalgia Rheumatica', 'Displacement of intervertebral disc', 'Other acquired deformities of limbs', 'Kyphosis (acquired)', 'Osteoarthrosis', 'Stress fracture', 'Genitourinary congenital anomalies', 'Congenital anomalies of urinary system']",3 diff --git a/outputs/clusters/SNP_cluster_4.csv b/outputs/clusters/SNP_cluster_4.csv index 2f9213d..9097a04 100644 --- a/outputs/clusters/SNP_cluster_4.csv +++ b/outputs/clusters/SNP_cluster_4.csv @@ -1,8 +1,13 @@ snp,x,y,p_values,odds_ratios,phenotypes,cluster -A_0201,5,4,"[0.04474, 0.03563, 0.03838, 0.04032, 0.02007, 0.0248, 0.009939, 0.02478, 0.04845, 0.001674, 0.002269, 0.005734, 0.04329, 9.166e-05, 0.0002615, 0.0003167, 0.04479, 0.04074, 0.002571, 0.006554, 0.0009904, 0.0322, 0.02077, 0.03648, 0.02703, 0.01854, 0.04347, 0.01825, 0.04677, 0.04421, 0.04168, 0.04975, 0.02158, 0.02714, 0.04577, 0.01379, 0.04253, 0.04235, 0.04171, 0.02299, 0.04771, 0.001273, 0.02009, 0.01306, 0.02333, 0.03793, 0.04031, 0.03616, 0.0448, 0.006677, 0.007178, 0.03347, 0.0339, 0.03243, 0.04311, 0.02495, 0.009079, 0.01217, 0.008327, 0.02544, 0.0005786, 0.00025, 0.009633, 0.000588, 0.005778, 0.005388, 5.947e-05, 0.04338, 0.03629, 0.0386, 0.009935, 0.008611, 0.02047, 0.00278, 0.03612, 0.00312, 0.0302, 0.04454, 0.04259, 0.04603, 0.0168, 0.007279, 0.02067]","[0.749, 0.872, 0.817, 1.347, 1.308, 0.892, 1.968, 0.738, 0.899, 1.313, 1.34, 1.37, 1.488, 0.601, 0.603, 0.643, 0.696, 0.511, 0.862, 0.835, 0.74, 0.693, 0.661, 0.836, 0.823, 1.702, 0.718, 1.149, 1.356, 1.62, 1.827, 1.113, 1.174, 1.191, 0.875, 0.883, 0.804, 0.672, 0.845, 0.886, 1.601, 1.465, 1.722, 0.695, 1.165, 1.874, 1.267, 0.632, 0.734, 0.729, 0.857, 0.837, 0.558, 1.16, 1.258, 0.556, 0.881, 0.785, 0.769, 1.713, 1.433, 1.48, 1.364, 1.88, 1.488, 1.616, 1.98, 0.893, 1.33, 1.577, 1.504, 1.51, 0.701, 2.326, 0.9, 1.374, 1.278, 1.165, 1.23, 0.653, 0.703, 2.302, 0.76]","['Herpes simplex', 'Colorectal cancer', 'Malignant neoplasm of rectum, rectosigmoid junction, and anus', 'Pancreatic cancer', 'Multiple myeloma', 'Benign neoplasm of colon', 'Benign neoplasm of thyroid glands', 'Other disorders of thyroid', 'Vitamin D deficiency', 'Disorders of protein plasma/amino-acid transport and metabolism', 'Disorders of plasma protein metabolism', 'Paraproteinemia', 'Eosinophilia', 'Sleep related movement disorders', 'Restless legs syndrome', 'Multiple sclerosis', 'Migrain with aura', 'Cerebral cysts', 'Abnormal movement', 'Abnormality of gait', 'Lack of coordination', 'Myoneural disorders', 'Myasthenia gravis', 'Muscular dystrophies and other myopathies', 'Myopathy', 'Disorders of the globe', 'Retinal detachment with retinal defect', 'Other retinal disorders', 'Other nondiabetic retinopathy', 'Chorioretinal inflammations, scars, and other disorders of choroid', 'Chorioretinal scars', 'Otitis media and Eustachian tube disorders', 'Otitis media', 'Suppurative and unspecified otitis media', 'Chronic pulmonary heart disease', 'Cardiomegaly', 'Symptoms involving cardiovascular system', 'Cardiac complications, not elsewhere classified', 'Late effects of cerebrovascular disease', 'Hypotension NOS', 'Disorders of diaphragm', 'Diseases of the jaws', 'Jaw disease NOS', 'Diseases of the salivary glands', 'Gastritis and duodenitis', 'Acute gastritis', 'Dyspepsia and other specified disorders of function of stomach', 'Acute and subacute necrosis of liver', 'Gross hematuria', 'Calculus of ureter', 'Frequency of urination and polyuria', 'Other abnormality of urination', 'Other disorders of prostate', 'Irregular menstrual cycle/bleeding', 'Excessive or frequent menstruation', 'Hemorrhage during pregnancy; childbirth and postpartum', 'Rash and other nonspecific skin eruption', 'Lupus (localized and systemic)', 'Systemic lupus erythematosus', 'Prurigo and Lichen', 'Psoriasis and related disorders', 'Psoriasis', 'Psoriasis vulgaris', 'Psoriatic arthropathy', 'Arthropathy associated with infections', 'Pyogenic arthritis', 'Juvenile rheumatoid arthritis', 'Spondylosis and allied disorders', 'Postlaminectomy syndrome', 'Other disorders of bone and cartilage', 'Pathologic fracture of vertebrae', 'Congenital anomalies of face and neck', 'Digestive congenital anomalies', 'Pallor and flushing', 'Syncope and collapse', 'Fracture of hand or wrist', 'Skull and face fracture and other intercranial injury', 'Dislocation', 'Complication of internal orthopedic device', 'Anaphylactic shock NOS', 'Urticaria', 'Poisoning by analgesics, antipyretics, and antirheumatics', 'Effects radiation NOS']",4 -A_0301,4,4,"[0.01445, 0.03435, 0.01032, 0.03204, 0.004556, 0.03212, 0.003971, 0.03884, 0.04049, 0.04137, 0.04748, 0.04461, 0.02248, 0.03055, 0.02515, 0.0334, 0.001103, 0.04127, 0.02292, 0.01575, 0.0195, 0.04359, 0.0331, 0.04947, 0.03249, 0.04661, 0.02235, 0.02034, 0.0006526, 0.03474, 0.01753, 0.03113, 0.01297, 0.01657, 0.04553, 0.01307, 0.03541, 0.01766, 0.04255, 0.003474, 0.003192, 0.03707, 0.0179, 0.02246, 0.01922, 0.02101, 0.03649, 0.02092, 0.01479, 0.0125, 0.0177, 0.03656, 0.03586, 0.04854, 0.008887, 0.01536, 0.01281, 0.01935, 0.02227, 0.0123, 0.006642, 0.001042, 0.04447, 0.04526, 0.03774, 0.04692, 0.00925, 0.02396, 0.03995, 0.01887, 0.02783, 0.0009366, 0.02336, 0.04412, 0.007125, 0.03878, 0.03409]","[1.947, 1.694, 1.316, 1.306, 0.837, 1.382, 1.258, 1.274, 1.236, 1.642, 1.113, 1.518, 1.629, 1.401, 0.727, 1.926, 2.654, 0.875, 0.757, 1.362, 1.211, 0.801, 1.791, 0.592, 1.345, 1.45, 1.547, 1.094, 1.231, 0.447, 0.815, 1.108, 1.128, 0.706, 0.754, 0.861, 0.907, 0.852, 1.266, 0.725, 0.719, 0.75, 2.003, 0.603, 0.679, 0.849, 0.85, 0.811, 0.77, 0.709, 1.29, 1.49, 0.754, 0.892, 1.676, 0.63, 0.474, 0.658, 0.608, 1.952, 0.836, 0.78, 0.601, 1.681, 0.918, 0.891, 0.919, 0.881, 0.869, 2.07, 0.768, 0.388, 1.302, 0.463, 0.838, 0.626, 0.549]","['Graft-versus-host disease', 'Histoplasmosis', 'Cancer of other female genital organs', 'Malignant neoplasm of ovary and other uterine adnexa', 'Cancer, suspected or other', 'Benign neoplasm of other endocrine glands and related structures', 'Nontoxic nodular goiter', 'Nontoxic uninodular goiter', 'Disorders of the pituitary gland and its hypothalamic control', 'Pituitary hyperfunction', 'Disorders of mineral metabolism', 'Disorders of iron metabolism', 'Congenital coagulation defects', 'Hypercoagulable state', 'Abnormal coagulation profile', 'Dementia with cerebral degenerations', 'Mild cognitive impairment', 'Altered mental status', 'Bipolar', 'Multiple sclerosis', 'Epilepsy', 'Encephalopathy, not elsewhere classified', ""Fuchs' dystrophy"", 'Pain, swelling or discharge of eye', 'Otitis externa', 'Other disorders of tympanic membrane', 'Perforation of tympanic membrane', 'Ischemic Heart Disease', 'Myocardial infarction', 'Acute pericarditis', 'Abnormal electrocardiogram [ECG] [EKG]', 'Atrial fibrillation and flutter', 'Atrial fibrillation', 'Abnormal function study of cardiovascular system', 'Noninfectious disorders of lymphatic channels', 'Acute sinusitis', 'Acute upper respiratory infections of multiple or unspecified sites', 'Chronic sinusitis', 'Other pulmonary inflamation or edema', 'Diseases of hard tissues of teeth', 'Dental caries', 'Gingival and periodontal diseases', 'Acute gastritis', 'Intestinal malabsorption (non-celiac)', 'Symptoms involving digestive system', 'Chronic liver disease and cirrhosis', 'Other chronic nonalcoholic liver disease', 'Cirrhosis of liver without mention of alcohol', 'Liver abscess and sequelae of chronic liver disease', 'Portal hypertension', 'Renal osteodystrophy', 'Other disorders of testis', 'Irregular menstrual cycle', 'Menopausal and postmenopausal disorders', 'Miscarriage; stillbirth', 'Cellulitis and abscess of foot, toe', 'Other specified erythematous conditions', 'Arthropathy associated with infections', 'Pyogenic arthritis', 'Infective connective tissue disorders', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Bursitis disorders', ""Contracture of palmar fascia [Dupuytren's disease]"", 'Osteoporosis, osteopenia and pathological fracture', 'Osteopenia or other disorder of bone and cartilage', 'Pain in joint', 'Cervicalgia', 'Myalgia and myositis unspecified', 'Elevated cancer antigen 125 [CA 125]', 'Internal derangement of knee', 'Complication of colostomy or enterostomy', 'Bone marrow or stem cell transplant', 'Open wound of foot except toe(s) alone', 'Atopic/contact dermatitis due to other or unspecified', 'Adrenal cortical steroids causing adverse effects in therapeutic use', 'Poisoning by water, mineral, and uric acid metabolism drugs']",4 -B_0702,6,4,"[0.02707, 0.02695, 0.02299, 0.02019, 0.01917, 0.03483, 0.008081, 0.005169, 0.001748, 0.001971, 5.083e-06, 0.008698, 0.02086, 0.005992, 0.003684, 0.03626, 0.001125, 0.01878, 0.03822, 0.04414, 0.0363, 0.00266, 0.002197, 0.002194, 0.02134, 0.0263, 0.003264, 0.01972, 0.0413, 0.0399, 0.02392, 0.0426, 0.03708, 0.02705, 0.02292, 0.0343, 0.04051, 0.01435, 0.03392, 0.03352, 0.0007696, 0.03347, 0.006054, 3.019e-06, 0.006511, 0.04843, 0.01169, 0.004329, 0.01392, 0.02596, 0.01539, 0.01376, 0.009928, 0.02477, 0.02819, 0.01199, 0.04948, 0.02112, 0.04959, 0.03307, 0.03855, 0.04831, 0.04648, 0.009496, 0.03473, 0.02975, 0.03496, 0.04173, 0.0183, 0.02604, 0.02046, 0.02851, 0.02935, 0.04354, 0.000279, 0.01009, 0.04855, 0.04661, 0.02287, 0.02032, 0.02228, 0.03273, 0.03907, 0.01537, 0.004625, 0.03925, 0.03145, 0.01744, 0.02055, 0.03898, 0.009087, 0.04774, 0.02773, 0.03355, 0.04513, 0.003691, 0.04129, 0.01214, 0.03318, 0.0244]","[0.837, 0.832, 1.164, 1.18, 1.501, 1.258, 1.528, 1.251, 1.355, 0.889, 0.559, 0.427, 0.47, 0.376, 0.336, 0.744, 0.774, 0.745, 0.765, 0.769, 0.889, 0.904, 0.903, 0.869, 0.906, 0.846, 1.53, 0.861, 0.862, 0.933, 0.725, 0.783, 1.232, 1.934, 1.25, 1.388, 1.422, 1.464, 1.422, 1.154, 2.246, 1.228, 1.362, 1.783, 1.52, 1.178, 1.294, 0.601, 0.276, 0.808, 0.871, 0.803, 0.532, 0.838, 1.218, 0.886, 0.741, 1.184, 0.601, 1.92, 0.93, 0.756, 0.806, 0.587, 1.3, 0.551, 0.5, 1.768, 1.235, 1.671, 0.84, 0.434, 1.44, 0.607, 2.571, 0.712, 0.76, 0.781, 0.749, 0.74, 2.07, 1.645, 1.908, 0.742, 0.475, 0.857, 1.75, 1.183, 1.185, 1.276, 1.677, 1.628, 0.932, 0.847, 0.783, 0.598, 0.754, 1.475, 1.283, 0.402]","['Dermatophytosis / Dermatomycosis', 'Dermatophytosis', 'Melanomas of skin, dx or hx', 'Melanomas of skin', 'Cervical cancer', 'Cancer of other female genital organs', 'Lymphosarcoma', 'Nontoxic nodular goiter', 'Nontoxic multinodular goiter', 'Diabetes mellitus', 'Type 1 diabetes', 'Type 1 diabetes with ketoacidosis', 'Type 1 diabetes with renal manifestations', 'Type 1 diabetes with ophthalmic manifestations', 'Type 1 diabetes with neurological manifestations', 'Type 2 diabetes with ophthalmic manifestations', 'Insulin pump user', 'Diabetic retinopathy', 'Testicular dysfunction', 'Testicular hypofunction', 'Vitamin deficiency', 'Disorders of lipoid metabolism', 'Hyperlipidemia', 'Hypercholesterolemia', 'Mixed hyperlipidemia', 'Hyperpotassemia', 'Other disorders of metabolism', 'Iron deficiency anemias', 'Iron deficiency anemias, unspecified or not due to blood loss', 'Other anemias', 'Abnormal coagulation profile', 'Secondary thrombocytopenia', 'Other persistent mental disorders due to conditions classified elsewhere', 'Specific nonpsychotic mental disorders due to brain damage', 'Aphasia/speech disturbance', 'Aphasia', 'Suicidal ideation or attempt', 'Conduct disorders', 'Meningitis', 'Insomnia', 'Organic or persistent insomnia', 'Other cerebral degenerations', 'Hydrocephalus', 'Multiple sclerosis', 'Other demyelinating diseases of central nervous system', 'Epilepsy', 'Partial epilepsy', 'Macular degeneration, dry', 'Superficial keratitis', 'Suppurative and unspecified otitis media', 'Dizziness and giddiness (Light-headedness and vertigo)', 'Abnormal heart sounds', 'Precordial pain', 'Ill-defined descriptions and complications of heart disease', 'Late effects of cerebrovascular disease', 'Allergic rhinitis', 'Asthma with exacerbation', 'Empyema and pneumothorax', 'Disorders of tooth development', 'Leukoplakia of oral mucosa', 'Diseases of esophagus', 'Stricture and stenosis of esophagus', 'Peptic ulcer (excl. esophageal)', 'Gastric ulcer', 'Dyspepsia and other specified disorders of function of stomach', 'Ulceration of the lower GI tract', 'Ulceration of intestine', 'Cholelithiasis with acute cholecystitis', 'Diseases of pancreas', 'Chronic glomerulonephritis, NOS', 'Chronic Kidney Disease, Stage III', 'Chronic interstitial cystitis', 'Prostatitis', 'Uterine/Uterovaginal prolapse', 'Dysplasia of female genital organs', 'stress incontinence, female', 'Postmenopausal atrophic vaginitis', 'Other local infections of skin and subcutaneous tissue', 'Psoriasis and related disorders', 'Psoriasis', 'Abnormal granulation tissue', 'Disorders of sweat glands', 'Hidradenitis', 'Chronic ulcer of leg or foot', 'Dermatomyositis', 'Rheumatoid arthritis', 'Other disorders of soft tissues', 'Cardiac and circulatory congenital anomalies', 'Cardiac congenital anomalies', 'Congenital anomalies of great vessels', 'Other specified congenital anomalies of kidney', 'Neural tube defects', 'Abdominal pain', 'Fracture of lower limb', 'Fracture of neck of femur', 'Fracture of unspecified part of femur', 'Fracture of tibia and fibula', 'Complication of nervous system device, implant, and graft', 'Bone marrow or stem cell transplant', 'Open wound of foot except toe(s) alone']",4 -C_0702,6,4,"[0.03854, 0.0458, 0.04367, 0.04122, 0.03498, 0.009048, 0.03771, 0.005597, 0.002689, 0.001827, 0.002683, 0.0001089, 0.04204, 0.005618, 0.003531, 0.04476, 0.02925, 0.00513, 0.0135, 0.04412, 0.002278, 0.001945, 0.0009648, 0.01055, 0.008809, 0.03341, 0.03123, 0.01131, 0.008731, 0.01583, 0.01922, 0.03876, 0.01669, 0.001131, 0.02194, 0.006291, 4.705e-05, 0.04053, 0.005784, 0.0275, 0.02052, 0.002557, 0.03725, 0.03549, 0.01996, 0.01125, 0.04034, 0.02194, 0.0465, 0.006311, 0.02325, 0.01256, 0.008355, 0.02437, 0.04018, 0.03071, 0.02908, 0.01287, 0.03892, 0.01244, 0.02022, 0.01104, 0.02456, 0.01598, 0.02881, 0.0309, 0.03434, 0.00226, 0.001605, 0.04823, 0.01888, 0.02528, 0.02429, 0.04666, 0.02534, 0.0338, 0.02819, 0.02421, 0.03421, 0.04955, 0.03316, 0.03684, 0.006987, 0.04993, 0.01696, 0.02326, 0.01124, 0.01074, 0.02775, 0.02997]","[0.846, 0.483, 0.787, 1.144, 1.16, 1.559, 1.25, 1.548, 1.267, 1.348, 0.894, 0.63, 0.56, 0.39, 0.354, 0.924, 0.739, 0.808, 0.738, 0.776, 0.905, 0.903, 0.862, 0.898, 1.455, 1.408, 0.416, 2.109, 1.286, 1.444, 1.482, 1.403, 1.172, 2.183, 1.243, 1.353, 1.654, 1.173, 1.52, 1.249, 1.252, 0.589, 0.401, 0.876, 0.827, 0.789, 0.893, 0.82, 1.305, 0.519, 1.216, 1.246, 0.883, 1.467, 1.16, 0.577, 1.94, 0.612, 0.582, 0.712, 1.898, 1.779, 0.848, 1.78, 0.784, 0.765, 0.599, 2.215, 0.66, 0.764, 1.597, 0.758, 0.752, 1.883, 1.671, 0.777, 0.595, 1.784, 1.727, 1.148, 1.16, 1.163, 1.694, 1.427, 0.928, 0.775, 0.654, 1.339, 0.431, 0.855]","['Dermatophytosis', 'Cancer of nasopharynx', 'Cancer of connective tissue', 'Melanomas of skin, dx or hx', 'Melanomas of skin', 'Cervical cancer', 'Cancer of other female genital organs', 'Lymphosarcoma', 'Nontoxic nodular goiter', 'Nontoxic multinodular goiter', 'Diabetes mellitus', 'Type 1 diabetes', 'Type 1 diabetes with ketoacidosis', 'Type 1 diabetes with ophthalmic manifestations', 'Type 1 diabetes with neurological manifestations', 'Type 2 diabetes', 'Type 2 diabetes with ophthalmic manifestations', 'Insulin pump user', 'Diabetic retinopathy', 'Testicular dysfunction', 'Disorders of lipoid metabolism', 'Hyperlipidemia', 'Hypercholesterolemia', 'Mixed hyperlipidemia', 'Other disorders of metabolism', 'Pernicious anemia', 'Abnormality of red blood cells', 'Specific nonpsychotic mental disorders due to brain damage', 'Aphasia/speech disturbance', 'Aphasia', 'Suicidal ideation or attempt', 'Meningitis', 'Insomnia', 'Organic or persistent insomnia', 'Other cerebral degenerations', 'Hydrocephalus', 'Multiple sclerosis', 'Migraine', 'Other demyelinating diseases of central nervous system', 'Partial epilepsy', 'Lack of coordination', 'Macular degeneration, dry', 'Superficial keratitis', 'Otitis media and Eustachian tube disorders', 'Otitis media', 'Suppurative and unspecified otitis media', 'Dizziness and giddiness (Light-headedness and vertigo)', 'Abnormal heart sounds', 'Primary pulmonary hypertension', 'Precordial pain', 'Cerebral artery occlusion, with cerebral infarction', 'Late effects of cerebrovascular disease', 'Allergic rhinitis', 'Cystic fibrosis', 'Empyema and pneumothorax', 'Disorders of tooth development', 'Leukoplakia of oral mucosa', 'Gastric ulcer', 'Ulceration of the lower GI tract', 'Diverticulitis', 'Cholelithiasis with acute cholecystitis', 'Chronic glomerulonephritis, NOS', 'Chronic Kidney Disease, Stage III', 'Calculus of lower urinary tract', 'Genital prolapse', 'Prolapse of vaginal walls', 'Uterine/Uterovaginal prolapse', 'Dysplasia of female genital organs', 'stress incontinence, female', 'Postmenopausal atrophic vaginitis', 'Abnormality in fetal heart rate or rhythm', 'Psoriasis and related disorders', 'Psoriasis', 'Abnormal granulation tissue', 'Disorders of sweat glands', 'Chronic ulcer of leg or foot', 'Dermatomyositis', ""Contracture of palmar fascia [Dupuytren's disease]"", 'Other disorders of soft tissues', 'Osteoarthrosis, generalized', 'Cardiac and circulatory congenital anomalies', 'Cardiac congenital anomalies', 'Other specified congenital anomalies of kidney', 'Other congenital musculoskeletal anomalies', 'Abdominal pain', 'Septic shock', 'Fracture of unspecified part of femur', 'Bone marrow or stem cell transplant', 'Open wound of foot except toe(s) alone', 'Sepsis']",4 -DPB1_0101,6,3,"[0.04706, 0.03164, 0.00033, 0.0005391, 0.0008985, 0.005507, 0.04125, 0.01999, 0.03796, 0.03563, 0.01218, 0.04038, 0.04488, 0.02291, 0.04654, 0.03283, 0.0346, 0.02813, 0.005094, 0.004392, 0.005509, 0.005189, 0.01454, 0.04484, 0.01439, 0.0169, 0.04207, 0.02199, 0.0486, 0.02783, 0.03793, 0.008814, 0.000116, 0.0005721, 0.02625, 0.001202, 0.04237, 0.04989, 0.04555, 0.04353, 0.01691, 0.04204, 0.001434, 0.01179, 0.01589, 0.04375, 0.03388, 0.01129, 0.03399, 0.01516, 0.0373, 0.03881, 0.01417, 0.04048, 0.04461, 0.0006451, 0.04604, 0.01294, 0.03719, 0.04449, 0.002558, 0.02854, 0.0165, 0.03837, 0.01273, 0.008493, 0.01011, 0.04773, 0.01091, 0.008093, 0.004271, 0.01198, 0.0293, 0.03323, 0.0195, 0.0433, 0.04716, 0.04068, 0.006677, 0.01817, 0.04436, 0.02413, 0.004466, 0.03367]","[0.716, 1.508, 1.414, 1.411, 1.462, 2.132, 1.615, 1.252, 1.242, 1.343, 0.597, 0.493, 0.646, 0.263, 0.634, 0.409, 1.328, 1.472, 1.153, 1.167, 1.338, 1.307, 0.581, 0.237, 1.196, 1.214, 1.494, 1.238, 1.105, 1.48, 0.523, 0.387, 3.126, 3.271, 1.337, 1.346, 0.654, 0.245, 0.36, 1.603, 1.292, 1.144, 1.443, 1.821, 1.419, 1.143, 1.154, 0.699, 0.653, 1.433, 0.87, 0.763, 0.173, 1.369, 1.714, 2.479, 1.447, 1.247, 1.227, 1.295, 2.192, 1.344, 1.497, 1.119, 0.663, 1.189, 1.555, 1.506, 1.443, 1.781, 2.188, 0.399, 1.561, 1.13, 1.168, 0.755, 1.805, 1.162, 1.388, 2.164, 0.724, 1.285, 1.572, 1.581]","['Intestinal infection due to C. difficile', 'Chronic hepatitis', 'Dermatophytosis / Dermatomycosis', 'Dermatophytosis', 'Dermatophytosis of nail', 'Dermatophytosis of the body', 'Other infectious and parasitic diseases', 'Colorectal cancer', 'Colon cancer', 'Malignant neoplasm of rectum, rectosigmoid junction, and anus', 'Cervical cancer and dysplasia', 'Cervical cancer', 'Multiple myeloma', 'Benign neoplasm of bone and articular cartilage', 'Benign neoplasm of uterus', 'Benign neoplasm of pituitary gland and craniopharyngeal duct (pouch)', 'Thyrotoxicosis with or without goiter', ""Graves' disease"", 'Diabetes mellitus', 'Type 2 diabetes', 'Type 2 diabetes with neurological manifestations', 'Insulin pump user', 'Disorders of parathyroid gland', 'Diabetes insipidus', 'Vitamin deficiency', 'Vitamin D deficiency', 'Hyperglyceridemia', 'Gout and other crystal arthropathies', 'Electrolyte imbalance', 'Hyperosmolality and/or hypernatremia', 'Alkalosis', 'Agorophobia, social phobia, and panic disorder', 'Encephalitis', 'Encephalitis, non-infectious', 'Encephalopathy, not elsewhere classified', 'Hereditary and idiopathic peripheral neuropathy', 'Infection of the eye', 'Eye infection, viral', 'Other disorders of middle ear and mastoid', 'Mitral valve stenosis and aortic valve stenosis', 'Abnormal heart sounds', 'Cardiac conduction disorders', 'Atrioventricular [AV] block', 'First degree AV block', 'Atrioventricular block, complete', 'Atrial fibrillation and flutter', 'Atrial fibrillation', 'Other aneurysm', 'Abdominal aortic aneurysm', 'Circulatory disease NEC', 'Acute upper respiratory infections of multiple or unspecified sites', 'Acute pharyngitis', 'Acute laryngitis and tracheitis', 'Other pulmonary inflamation or edema', 'Ulceration of the lower GI tract', 'Celiac disease', 'Ileostomy status', 'Chronic liver disease and cirrhosis', 'Other chronic nonalcoholic liver disease', 'Liver abscess and sequelae of chronic liver disease', 'Acute and subacute necrosis of liver', 'Renal failure NOS', 'Cyst of kidney, acquired', 'Urinary tract infection', 'Noninflammatory female genital disorders', 'Superficial cellulitis and abscess', 'Cellulitis and abscess of arm/hand', 'Cellulitis and abscess of foot, toe', 'Other local infections of skin and subcutaneous tissue', 'Corns and callosities', 'Disorders of sweat glands', 'Juvenile rheumatoid arthritis', 'Ganglion and cyst of synovium, tendon, and bursa', 'Osteoarthrosis', 'Osteoarthrosis NOS', 'Cardiac shunt/ heart septal defect', 'Congenital anomalies of peripheral vascular system', 'Cervicalgia', 'Neuralgia, neuritis, and radiculitis NOS', 'Persistent vomiting', 'Abnormal Papanicolaou smear of cervix and cervical HPV', 'Open wounds of extremities', 'Certain early complications of trauma or procedure', 'Poisoning by hormones and synthetic substitutes']",4 -DQB1_0604,5,3,"[0.01468, 0.009729, 0.0366, 0.01108, 0.02373, 0.04633, 0.04777, 0.005361, 0.0045, 0.002053, 0.0495, 0.002418, 0.03529, 0.005897, 0.01988, 0.03775, 0.04507, 0.04487, 0.008619, 0.01362, 0.01819, 0.04101, 0.001886, 0.005586, 0.007068, 0.00914, 0.005581, 0.005112, 0.0004477, 0.04405, 0.0005484, 0.009521, 0.02486, 0.0009671, 0.03558, 0.03191, 0.01907, 0.03739, 0.03273, 0.00707, 0.03044, 0.0488, 0.02607, 0.0201, 0.01322, 0.02139, 0.006287, 0.01826, 0.01631, 0.03236, 0.0342, 0.00293, 0.0292, 0.03538, 0.004083, 0.01043, 0.0025, 0.000566, 0.02871, 0.04003, 0.0383, 0.03554, 0.007507, 0.03797, 0.02123, 0.02661, 0.01871, 0.004361, 0.004163, 0.01257, 0.0427, 0.0003775, 0.001916, 0.04362, 0.04732, 0.01762, 0.01276, 0.04957, 0.02139, 0.003485, 0.007126, 0.011, 0.04473, 0.00383, 0.0012, 0.02644, 0.001032, 0.02922, 0.04481, 0.03688, 0.03177]","[1.575, 2.334, 0.42, 1.602, 1.572, 1.647, 1.478, 1.729, 1.783, 2.933, 1.434, 0.789, 0.344, 0.795, 0.307, 0.227, 0.239, 2.047, 1.775, 1.568, 1.547, 0.712, 1.553, 1.175, 1.17, 1.223, 1.223, 1.395, 1.391, 1.153, 1.286, 1.237, 1.632, 2.883, 1.659, 0.285, 0.451, 0.777, 0.619, 0.741, 0.615, 0.368, 1.729, 2.44, 1.399, 1.378, 1.675, 1.212, 1.287, 1.939, 1.216, 1.508, 1.245, 1.563, 1.518, 1.585, 2.228, 2.371, 0.33, 0.616, 1.586, 0.585, 2.161, 0.542, 0.385, 1.517, 1.325, 1.448, 2.855, 2.047, 1.537, 1.748, 1.877, 0.46, 1.357, 2.253, 1.885, 0.312, 1.579, 0.681, 0.668, 0.498, 2.433, 2.889, 3.113, 0.505, 2.833, 1.639, 1.456, 2.35, 1.528]","['Herpes zoster', 'Herpes zoster with nervous system complications', 'Chronic hepatitis', 'Acquired absence of breast', 'Malignant neoplasm of uterus', 'Lymphosarcoma', 'Multiple myeloma', 'Benign neoplasm of uterus', 'Uterine leiomyoma', 'Benign neoplasm of ovary', 'Nontoxic uninodular goiter', 'Hypothyroidism', 'Acquired hypothyroidism', 'Hypothyroidism NOS', 'Thyroiditis', 'Chronic thyroiditis', 'Chronic lymphocytic thyroiditis', 'Type 1 diabetes with neurological manifestations', 'Hypoglycemia', 'Testicular dysfunction', 'Testicular hypofunction', 'Lack of normal physiological development', 'Proteinuria', 'Disorders of lipoid metabolism', 'Hyperlipidemia', 'Hypercholesterolemia', 'Mixed hyperlipidemia', 'Fluid overload', 'Acute posthemorrhagic anemia', 'Depression', 'Anxiety disorders', 'Anxiety disorder', 'Posttraumatic stress disorder', 'Eating disorder', 'Conduct disorders', 'Cerebral degeneration, unspecified', 'Multiple sclerosis', 'Convulsions', 'Encephalopathy, not elsewhere classified', 'Abnormal movement', 'Lack of coordination', 'Chronic pain syndrome', 'Macular puckering of retina', 'Peripheral retinal degenerations', 'Open-angle glaucoma', 'Rheumatic disease of the heart valves', 'Disease of tricuspid valve', 'Heart valve disorders', 'Nonrheumatic mitral valve disorders', 'Nonrheumatic pulmonary valve disorders', 'Hypertensive heart and/or renal disease', 'Hypertensive heart disease', 'Pulmonary heart disease', 'Primary pulmonary hypertension', 'Carditis', 'Pericarditis', 'First degree AV block', 'Occlusion of cerebral arteries, with cerebral infarction', ""Raynaud's syndrome"", 'Polyarteritis nodosa and allied conditions', 'Varicose veins of lower extremity', 'Acute and chronic tonsillitis', 'Solitary pulmonary nodule', 'Other disorders of stomach and duodenum', 'Ulcerative colitis', 'Portal hypertension', 'Cholelithiasis and cholecystitis', 'Cholelithiasis', 'Cholelithiasis with acute cholecystitis', 'Cholelithiasis with other cholecystitis', 'Cholecystitis without cholelithiasis', 'Nephritis and nephropathy without mention of glomerulonephritis', 'Nephritis and nephropathy in diseases classified elsewhere', 'Stricture/obstruction of ureter', 'Disorders resulting from impaired renal function', 'Symptoms involving female genital tract', 'Absent or infrequent menstruation', 'Perinatal jaundice', 'Acne', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Polymyalgia Rheumatica', 'Rupture of synovium', 'Flat foot', 'Facial weakness', 'Skull and face fracture and other intercranial injury', 'Traumatic arthropathy', 'Joint/ligament sprain', 'Bone marrow or stem cell transplant', 'Poisoning by analgesics, antipyretics, and antirheumatics', 'Effects radiation NOS']",4 -DRB1_1302,5,3,"[0.03068, 0.01188, 0.01179, 0.03973, 0.04993, 0.01195, 0.03167, 0.0154, 0.00995, 0.02093, 0.0001522, 0.04324, 0.01536, 0.001206, 0.04661, 0.0432, 0.01123, 0.04077, 0.04869, 0.02136, 0.006941, 0.004556, 0.005377, 0.00857, 0.002134, 0.004751, 0.00197, 0.03861, 0.04659, 0.02162, 0.005153, 0.04358, 0.04049, 0.0153, 0.04968, 0.02993, 0.01049, 0.00303, 0.04312, 0.02471, 0.01912, 0.02571, 0.00463, 0.006293, 0.00541, 0.004106, 5.82e-05, 0.0001939, 0.007441, 0.02185, 0.04464, 0.007404, 0.01153, 0.01725, 0.02609, 0.01886, 0.003211, 0.007545, 0.02974, 0.04313, 0.0293, 0.04152, 0.03242, 0.0006294, 0.01783, 0.03752, 0.004295, 0.00958, 0.03845, 0.04691, 0.04258, 0.003292, 0.006192, 0.03719, 0.04454, 0.04866, 0.02012, 0.0001427, 0.0003411, 0.02585, 0.03431, 0.01631, 0.02985, 0.01288, 0.03091, 0.01346, 0.04482]","[1.453, 2.16, 0.379, 1.431, 1.44, 0.646, 0.498, 1.56, 1.629, 2.237, 0.766, 0.756, 0.332, 0.786, 0.486, 0.357, 1.665, 1.415, 1.402, 0.712, 1.427, 1.158, 1.156, 1.199, 1.22, 1.358, 1.307, 1.394, 1.129, 1.157, 1.205, 1.164, 2.029, 2.173, 1.547, 0.371, 1.206, 1.32, 1.796, 1.311, 1.348, 1.291, 1.287, 1.479, 1.495, 1.272, 1.664, 1.786, 2.195, 1.656, 1.304, 1.967, 1.202, 1.194, 1.338, 1.28, 2.028, 1.386, 1.351, 1.893, 0.637, 0.303, 2.1, 1.594, 1.176, 0.509, 1.402, 2.484, 1.973, 1.327, 1.277, 1.549, 1.689, 1.244, 1.935, 1.614, 1.756, 0.633, 0.61, 0.61, 1.174, 2.581, 2.217, 2.39, 0.574, 2.189, 0.642]","['Herpes zoster', 'Herpes zoster with nervous system complications', 'Chronic hepatitis', 'Acquired absence of breast', 'Malignant neoplasm of uterus', 'Radiotherapy', 'Nodular lymphoma', 'Benign neoplasm of uterus', 'Uterine leiomyoma', 'Benign neoplasm of ovary', 'Hypothyroidism', 'Secondary hypothyroidism', 'Acquired hypothyroidism', 'Hypothyroidism NOS', 'Thyroiditis', 'Chronic thyroiditis', 'Hypoglycemia', 'Testicular dysfunction', 'Testicular hypofunction', 'Lack of normal physiological development', 'Proteinuria', 'Disorders of lipoid metabolism', 'Hyperlipidemia', 'Hypercholesterolemia', 'Mixed hyperlipidemia', 'Fluid overload', 'Acute posthemorrhagic anemia', 'Schizophrenia and other psychotic disorders', 'Mood disorders', 'Depression', 'Anxiety disorders', 'Anxiety disorder', 'Obsessive-compulsive disorders', 'Eating disorder', 'Conduct disorders', 'Cerebral degeneration, unspecified', 'Heart valve disorders', 'Nonrheumatic mitral valve disorders', 'Nonrheumatic pulmonary valve disorders', 'Abnormal heart sounds', 'Hypertensive heart disease', 'Other hypertensive complications', 'Pulmonary heart disease', 'Acute pulmonary heart disease', 'Pulmonary embolism and infarction, acute', 'Cardiomegaly', 'Carditis', 'Pericarditis', 'Chronic pericarditis', 'Endocarditis', 'Atrioventricular [AV] block', 'First degree AV block', 'Atrial fibrillation and flutter', 'Atrial fibrillation', 'Atrial flutter', 'Heart failure with reduced EF [Systolic or combined heart failure]', 'Occlusion of cerebral arteries, with cerebral infarction', 'Other aneurysm', 'Aortic aneurysm', 'Other specified peripheral vascular diseases', 'Polyarteritis nodosa and allied conditions', ""Wegener's granulomatosis"", 'Viral pneumonia', 'Emphysema', 'Pleurisy; pleural effusion', 'Ulcerative colitis', 'Cholelithiasis', 'Cholelithiasis with acute cholecystitis', 'Other disorders of gallbladder', 'Hemorrhage of rectum and anus', 'Hemorrhage of gastrointestinal tract', 'Nephritis and nephropathy without mention of glomerulonephritis', 'Nephritis and nephropathy in diseases classified elsewhere', 'Dysuria', 'Symptoms involving female genital tract', 'Absent or infrequent menstruation', 'Pyogenic arthritis', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Polymyalgia Rheumatica', 'Peripheral enthesopathies and allied syndromes', 'Rupture of synovium', 'Flat foot', 'Facial weakness', 'Skull and face fracture and other intercranial injury', 'Traumatic arthropathy', 'Complication of internal orthopedic device']",4 +A_2402,4,3,"[0.03261, 0.03038, 0.01574, 0.01851, 0.0145, 0.003751, 0.008494, 0.0137, 0.009869, 0.01126, 0.02065, 0.03517, 0.009032, 0.003355, 0.03958, 0.0003008, 0.03207, 0.03722, 0.008598, 0.04251, 0.02116, 0.01074, 0.01884, 0.01819, 0.005372, 0.02465, 0.02093, 0.0009639, 0.005254, 0.03418, 0.01139, 0.002524, 0.0124, 0.003726, 0.01094, 0.02307, 0.01557, 0.004679, 0.03412, 0.04977, 0.04322, 0.03527, 0.03551, 0.02596, 0.02065, 0.02058, 0.0355, 0.04093, 0.04341, 0.004855, 0.003918, 0.01852, 0.04526, 0.02316, 0.0176, 0.017, 0.01296, 0.01699, 0.0453, 0.04373, 0.02529, 0.02709, 0.04046, 0.004256, 0.004613, 0.00852, 0.01925, 0.01648, 0.02272, 0.001297]","[0.668, 1.366, 1.193, 1.195, 1.203, 1.467, 1.544, 1.446, 1.493, 0.466, 0.404, 0.848, 0.504, 0.382, 1.174, 0.572, 0.744, 1.304, 1.954, 1.46, 1.517, 1.635, 0.443, 1.452, 1.695, 1.982, 1.552, 2.09, 2.262, 1.127, 1.314, 1.487, 2.089, 2.039, 0.726, 0.817, 0.738, 0.608, 0.335, 0.84, 0.423, 2.042, 0.672, 1.61, 1.962, 1.851, 1.134, 1.264, 1.265, 1.962, 2.31, 1.632, 0.579, 0.517, 0.736, 0.665, 1.607, 1.261, 1.239, 1.828, 1.133, 1.293, 1.346, 1.345, 2.35, 0.764, 0.478, 0.75, 1.323, 2.44]","['Cancer of oropharynx', 'Basal cell carcinoma', 'Breast cancer', 'Breast cancer [female]', 'Malignant neoplasm of female breast', 'Cervical cancer and dysplasia', 'Cervical intraepithelial neoplasia [CIN] [Cervical dysplasia]', 'Benign neoplasm of uterus', 'Uterine leiomyoma', 'Ovarian dysfunction', 'Disorders of iron metabolism', 'Coagulation defects', 'Hypercoagulable state', 'Primary hypercoagulable state', 'Neutropenia', 'Other diseases of blood and blood-forming organs', 'Aphasia/speech disturbance', 'Schizophrenia and other psychotic disorders', 'Schizophrenia', 'Agorophobia, social phobia, and panic disorder', 'Conduct disorders', 'Speech and language disorder', 'Polyneuropathy due to drugs', 'Retinal detachments and defects', 'Retinal detachment with retinal defect', 'Peripheral retinal degenerations', 'Uveitis, noninfectious or NOS', 'Disorders of lacrimal system', 'Epiphora', 'Hearing loss', 'Carditis', 'Pericarditis', 'Acute pericarditis', 'Chronic pericarditis', 'Late effects of cerebrovascular disease', 'Atherosclerosis', 'Atherosclerosis of the extremities', 'Atherosclerosis of native arteries of the extremities with intermittent claudication', 'Aneurysm of other specified artery', 'Peripheral vascular disease', 'Other specified peripheral vascular diseases', 'Hypersensitivity angiitis', 'Phlebitis and thrombophlebitis', 'Chronic laryngitis', 'Viral pneumonia', 'Pneumonia due to fungus (mycoses)', 'Chronic airway obstruction', 'Diseases of hard tissues of teeth', 'Dental caries', 'Periodontitis (acute or chronic)', 'Acute periodontitis', ""Barrett's esophagus"", 'Peptic ulcer, site unspecified', 'Gastroparesis', 'Inflammatory bowel disease and other gastroenteritis and colitis', 'Regional enteritis', 'Calculus of bile duct', 'Benign mammary dysplasias', 'Cystic mastopathy', 'Dysplasia of female genital organs', 'Degenerative skin conditions and other dermatoses', 'Abnormal Papanicolaou smear of cervix and cervical HPV', 'Papanicolaou smear of cervix or vagina with atypical squamous cells', 'Elevated prostate specific antigen [PSA]', 'Chronic fatigue syndrome', 'Fracture of upper limb', 'Fracture of clavicle or scapula', 'Fracture of unspecified bones', 'Complications of transplants and reattached limbs', 'Opiates and related narcotics causing adverse effects in therapeutic use']",4 +A_3201,4,6,"[0.03154, 0.03542, 0.006558, 0.03835, 0.0299, 0.02143, 0.04965, 0.03212, 0.01052, 0.02422, 0.04796, 0.02398, 0.03235, 0.04596, 0.01473, 0.04947, 0.01586, 0.02842, 0.003785, 0.02561, 0.03594, 0.006282, 0.002486, 0.00418, 0.008452, 0.007061, 0.008664, 0.005582, 0.01197, 0.01785, 0.03001, 0.003565, 0.02039, 0.002326, 0.01027, 0.002777, 0.04655, 0.001451, 0.01096, 0.005385, 0.01725, 0.04441, 0.02962, 0.01385, 0.01478, 0.04705, 0.004819, 0.03269, 0.01679, 0.01848, 0.03851, 0.02963, 0.0302, 0.005203, 0.04483, 0.02393, 0.003487, 0.02737, 0.008517, 0.03549, 0.0003996, 0.01915, 0.02199, 0.01519, 0.04431]","[1.449, 2.229, 2.433, 1.598, 1.858, 1.328, 1.453, 0.41, 0.75, 1.215, 1.225, 0.512, 1.575, 1.204, 1.358, 1.232, 1.325, 1.606, 1.308, 1.204, 1.72, 1.349, 1.448, 1.176, 1.334, 1.531, 1.427, 1.257, 1.237, 1.415, 1.253, 1.873, 2.055, 1.401, 1.248, 1.484, 1.207, 1.679, 1.513, 2.024, 2.166, 1.343, 2.293, 2.085, 0.176, 1.403, 2.655, 1.605, 2.505, 2.235, 0.423, 1.701, 2.014, 1.353, 1.632, 1.305, 1.435, 0.368, 1.373, 1.628, 2.48, 2.623, 0.654, 1.338, 1.263]","['Malignant neoplasm of other and ill-defined sites within the digestive organs and peritoneum', 'Malignant neoplasm of gallbladder and extrahepatic bile ducts', 'Malignant neoplasm of retroperitoneum and peritoneum', 'Lipoma', 'Lipoma of skin and subcutaneous tissue', 'Disorders of calcium/phosphorus metabolism', 'Hypocalcemia', 'Other vitamin B12 deficiency anemia', 'Anemia of chronic disease', 'Encounter for long-term (current) use of anticoagulants', 'Other peripheral nerve disorders', 'Primary open angle glaucoma', 'Diplopia and disorders of binocular vision', 'Dizziness and giddiness (Light-headedness and vertigo)', 'Unstable angina (intermediate coronary syndrome)', 'Myocardial infarction', 'Other forms of chronic heart disease', 'ASCVD', 'Cardiomegaly', 'Cardiac conduction disorders', 'Right bundle branch block', 'Cardiac pacemaker/device in situ', 'Cardiac pacemaker in situ', 'Cardiac dysrhythmias', 'Paroxysmal tachycardia, unspecified', 'Paroxysmal supraventricular tachycardia', 'Paroxysmal ventricular tachycardia', 'Atrial fibrillation and flutter', 'Atrial fibrillation', 'Atrial flutter', 'Other specified cardiac dysrhythmias', 'Cardiac arrest and ventricular fibrillation', 'Ventricular fibrillation and flutter', 'Arrhythmia (cardiac) NOS', 'Tachycardia NOS', 'Sinoatrial node dysfunction (Bradycardia)', 'Palpitations', 'Heart transplant/surgery', 'Intracranial hemorrhage', 'Subdural hemorrhage', 'Arterial embolism and thrombosis of lower extremity artery', 'Encounter for long-term (current) use of anticoagulants, antithrombotics, aspirin', 'Iatrogenic hypotension', 'Postnasal drip', 'Cystic fibrosis', 'Respiratory insufficiency', 'Duodenitis', 'Primary biliary cirrhosis', 'Cholelithiasis with acute cholecystitis', 'Renal sclerosis, NOS', 'Urinary obstruction', 'Cellulitis and abscess of foot, toe', 'Hyperhidrosis', 'Degeneration of intervertebral disc', 'Hallux valgus (Bunion)', 'Osteoarthrosis, generalized', 'Swelling of limb', 'Abnormal tumor markers', 'Shock', 'Intracranial hemorrhage (injury)', 'Subdural hemorrhage (injury)', 'Vascular complications of surgery and medical procedures', 'Open wounds of extremities', 'Adverse drug events and drug allergies', 'Sepsis']",4 +B_1402,5,4,"[0.007699, 0.04957, 0.006541, 0.0007456, 0.02246, 0.03922, 0.02147, 0.02135, 0.001789, 0.007916, 0.01981, 0.04996, 0.04102, 0.03556, 0.03847, 0.04408, 0.00274, 0.01012, 0.007544, 0.03976, 0.01793, 0.01286, 0.008993, 0.0319, 0.002914, 0.04225, 0.02848, 0.0499, 0.03641, 0.006839, 0.04073, 0.03846, 0.02457, 0.03989, 0.02059, 0.04812, 0.0113, 0.04279, 0.0294, 0.007387, 0.01709, 0.04677, 0.003852, 0.03832, 0.03055, 0.03062, 0.01246, 0.01817, 0.03164, 0.03067, 0.0005528, 0.04331, 0.04691, 0.02995, 0.004191]","[0.495, 0.47, 0.353, 1.971, 1.756, 0.543, 1.278, 0.195, 0.776, 0.426, 0.821, 0.715, 0.533, 0.847, 1.791, 2.251, 0.566, 0.567, 0.38, 0.791, 0.524, 0.816, 0.798, 0.737, 2.919, 0.638, 0.111, 0.411, 0.122, 0.59, 0.838, 1.892, 2.232, 1.329, 1.591, 1.247, 1.343, 1.362, 2.074, 1.288, 1.505, 0.136, 2.104, 1.995, 1.257, 1.303, 1.359, 2.305, 1.765, 1.478, 2.807, 1.773, 2.384, 0.459, 2.33]","['Cancer of mouth', 'Cancer of tongue', 'Hx of malignant neoplasm of oral cavity and pharynx', 'Basal cell carcinoma', 'Squamous cell carcinoma', 'Cancer of other female genital organs', 'Benign neoplasm of colon', 'Benign neoplasm of other endocrine glands and related structures', 'Diabetes mellitus', 'Type 1 diabetes', 'Type 2 diabetes', 'Insulin pump user', 'Diabetic retinopathy', 'Electrolyte imbalance', 'Acquired hemolytic anemias', 'Obsessive-compulsive disorders', 'Glaucoma', 'Open-angle glaucoma', 'Primary open angle glaucoma', 'Senile cataract', 'Heart valve replaced', 'Ischemic Heart Disease', 'Coronary atherosclerosis', 'Pulmonary heart disease', 'Aneurysm of other specified artery', 'Encounter for long-term (current) use of anticoagulants, antithrombotics, aspirin', 'Pseudomonal pneumonia', 'Bronchiectasis', 'Cystic fibrosis', 'Empyema and pneumothorax', 'Pulmonary collapse; interstitial and compensatory emphysema', ""Barrett's esophagus"", 'Disorders of esophageal motility', 'Gastritis and duodenitis', 'Regional enteritis', 'Diverticulosis and diverticulitis', 'Diverticulosis', 'Cholelithiasis', 'Chronic pancreatitis', 'Gastrointestinal hemorrhage', 'Hemorrhage of rectum and anus', 'Other signs and symptoms in breast', 'Cellulitis and abscess of face/neck', 'Unspecified erythematous condition', 'Seborrheic keratosis', 'Other arthropathies', 'Arthropathy NOS', 'Other disorders of bone and cartilage', 'Hallux valgus (Bunion)', 'Curvature of spine', 'Kyphosis (acquired)', 'Pathologic fracture of vertebrae', 'Chronic fatigue syndrome', 'Bone marrow or stem cell transplant', 'Insect bite']",4 +B_1501,3,4,"[0.01037, 0.003943, 0.001944, 0.01952, 0.01862, 0.003353, 0.03697, 0.0317, 6.637e-05, 0.0001149, 0.0008773, 9.89e-08, 3.343e-05, 0.0001725, 0.0001726, 7.676e-06, 0.02817, 1.248e-05, 0.0274, 0.03396, 0.0005639, 0.02326, 0.0355, 0.04039, 0.01881, 0.04691, 0.02668, 0.0267, 0.009696, 0.04878, 0.03938, 0.01251, 0.0484, 0.003086, 0.01975, 0.03561, 0.008104, 0.007439, 0.009773, 0.04128, 0.03362, 0.02712, 0.00965, 0.03166, 0.01575, 0.03699, 0.04438, 0.02616, 0.04968, 0.03081, 0.009381, 0.04813, 0.03642, 0.00721, 0.0267, 0.04987, 0.006789, 0.04868, 0.01154, 0.0005041, 0.03993, 0.01626, 0.0347, 0.0485, 0.03129, 0.03526, 0.02842]","[0.693, 0.519, 0.547, 0.64, 1.339, 1.883, 1.611, 0.78, 0.797, 0.791, 1.17, 1.868, 2.744, 2.634, 2.639, 3.103, 1.223, 1.744, 1.87, 2.086, 2.545, 1.24, 0.799, 1.348, 1.514, 1.286, 1.584, 1.403, 2.225, 1.619, 0.818, 0.23, 0.785, 2.028, 0.793, 0.483, 1.256, 1.431, 1.931, 1.089, 1.25, 1.802, 1.785, 1.552, 0.756, 0.716, 0.478, 1.616, 0.752, 1.776, 2.325, 0.685, 1.615, 1.717, 1.802, 1.803, 2.497, 0.538, 1.215, 1.341, 1.411, 1.809, 1.819, 1.326, 1.843, 0.288, 2.143]","['Cancer of mouth', 'Cancer of oropharynx', 'Hx of malignant neoplasm of oral cavity and pharynx', 'Acquired absence of breast', 'Myeloproliferative disease', 'Vascular hamartomas and non-neoplastic nevi', 'Benign neoplasm of pituitary gland and craniopharyngeal duct (pouch)', 'Nontoxic nodular goiter', 'Hypothyroidism', 'Hypothyroidism NOS', 'Diabetes mellitus', 'Type 1 diabetes', 'Type 1 diabetes with ketoacidosis', 'Type 1 diabetes with renal manifestations', 'Type 1 diabetes with ophthalmic manifestations', 'Type 1 diabetes with neurological manifestations', 'Insulin pump user', 'Diabetic retinopathy', 'Pituitary hyperfunction', 'Other disorders of neurohypophysis', 'Nonspecific abnormal results of other endocrine function study', 'Disorders of calcium/phosphorus metabolism', 'Fluid overload', 'Megaloblastic anemia', 'Other vitamin B12 deficiency anemia', 'Anemia in chronic kidney disease', 'Primary hypercoagulable state', 'Abnormal coagulation profile', 'Spontaneous ecchymoses', 'Eosinophilia', 'Obstructive sleep apnea', 'Coma', 'Myopia', 'Hypermetropia', 'Inflammation of the eye', 'Nonrheumatic tricuspid valve disorders', 'Other chronic ischemic heart disease, unspecified', 'Secondary/extrinsic cardiomyopathies', 'Anomalous atrioventricular excitation', 'Cardiac dysrhythmias', 'Paroxysmal ventricular tachycardia', 'Arterial embolism and thrombosis of lower extremity artery', 'Giant cell arteritis', 'Phlebitis and thrombophlebitis of lower extremities', 'Diseases of the oral soft tissues, excluding lesions specific for gingiva and tongue', 'Stomatitis and mucositis', 'Stomatitis and mucositis (ulcerative)', 'Intestinal malabsorption (non-celiac)', 'Nonspecific elevation of levels of transaminase or lactic acid dehydrogenase [LDH]', 'Non-proliferative glomerulonephritis', 'Acute prostatitis', 'Mammographic microcalcification', 'Breast conditions, congenital or relating to hormones', 'Absent or infrequent menstruation', 'Endocrine and metabolic disturbances of fetus and newborn', 'Hematological disorders of newborn', 'Neonatal bradycardia or tachycardia', 'Corns and callosities', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Bursitis', 'Contracture of tendon (sheath)', 'Pathologic fracture of femur', 'Valvular heart disease/ heart chambers', 'Obstructive genitourinary defect', 'Neural tube defects', 'Posttraumatic wound infection not elsewhere classified']",4 +B_2705,2,4,"[0.000582, 0.03857, 0.01537, 0.0228, 0.04359, 0.008936, 0.02126, 0.01122, 0.01524, 0.04102, 0.03498, 0.03083, 0.009733, 0.02306, 0.02577, 0.03797, 0.0139, 0.02172, 0.04407, 0.03359, 0.03761, 0.02816, 0.03767, 0.03281, 0.04638, 0.04111, 0.04091, 0.00754, 0.0313, 6.009e-06, 0.005631, 0.02919, 0.0005071, 0.00254, 0.04297, 0.001192, 0.006327, 0.02129, 0.003561, 0.01463, 0.001064, 0.003318, 0.006054, 0.001613, 0.001325, 0.003107, 0.04979, 0.04149, 0.01119, 0.003723, 0.02368, 0.04924, 0.04623, 0.0157, 0.01403, 0.04277, 0.005047, 0.03522, 0.0403, 0.01995, 0.02014, 0.03706, 0.03377, 0.04411, 0.005605, 0.003541, 0.007613, 0.01867, 0.02389, 2.7e-15, 1.606e-30, 0.02943, 0.01897, 0.01822, 0.004256, 0.01367, 0.01473, 0.02791, 0.0204, 0.00352, 0.004516, 0.03485, 0.02774]","[3.477, 1.859, 1.349, 1.937, 2.307, 0.583, 1.953, 1.613, 1.615, 2.104, 0.723, 0.858, 1.163, 1.18, 0.204, 0.526, 1.254, 1.198, 1.313, 1.595, 0.421, 0.427, 1.529, 1.672, 1.68, 1.346, 1.26, 2.123, 1.256, 2.587, 2.65, 1.295, 1.54, 1.698, 1.698, 1.565, 1.285, 1.294, 1.285, 1.34, 1.388, 2.686, 1.204, 1.251, 1.402, 1.422, 1.407, 0.428, 1.227, 1.635, 1.163, 1.343, 1.304, 1.41, 1.228, 1.944, 2.449, 1.941, 1.848, 2.151, 0.516, 1.918, 1.427, 1.413, 1.997, 0.586, 0.149, 1.254, 1.725, 3.606, 34.7, 1.84, 1.694, 0.608, 0.48, 2.381, 0.787, 1.383, 2.014, 0.509, 0.501, 2.155, 2.351]","['Tuberculosis', 'Viral hepatitis B', 'Viral infection', ""Althete's foot"", 'Dermatomycoses', 'Thyroid cancer', 'Nevus, non-neoplastic', 'Benign neoplasm of uterus', 'Uterine leiomyoma', 'Benign neoplasm of ovary', 'Nontoxic nodular goiter', 'Hypothyroidism', 'Electrolyte imbalance', 'Hypopotassemia', 'Deficiency of humoral immunity', 'Other immunological findings', 'Coagulation defects', 'Encounter for long-term (current) use of anticoagulants', 'Other and unspecified coagulation defects', 'Senile dementia', 'Agorophobia, social phobia, and panic disorder', 'Conduct disorders', 'Essential tremor', 'Disorders of the autonomic nervous system', 'Inflammatory and toxic neuropathy', 'Myopathy', 'Glaucoma', 'Hypermetropia', 'Inflammation of the eye', 'Uveitis, noninfectious or NOS', 'Nystagmus and other irregular eye movements', 'Otitis media', 'Rheumatic disease of the heart valves', 'Disease of tricuspid valve', 'Nonrheumatic tricuspid valve disorders', 'Heart valve replaced', 'Pulmonary heart disease', 'Chronic pulmonary heart disease', 'Cardiomegaly', 'Abnormal electrocardiogram [ECG] [EKG]', 'Arrhythmia (cardiac) NOS', 'Supraventricular premature beats', 'Congestive heart failure; nonhypertensive', 'Congestive heart failure (CHF) NOS', 'Heart failure with reduced EF [Systolic or combined heart failure]', 'Heart failure with preserved EF [Diastolic heart failure]', 'Symptoms involving cardiovascular system', ""Raynaud's syndrome"", 'Hypotension', 'Orthostatic hypotension', 'Pneumonia', 'Emphysema', 'Chronic bronchitis', 'Obstructive chronic bronchitis', 'Respiratory failure', 'Disorders of diaphragm', 'Ulcer of esophagus', 'Disorders of esophageal motility', 'Ulceration of the lower GI tract', 'Ulceration of intestine', 'Calculus of ureter', 'Oliguria and anuria', 'Psoriasis and related disorders', 'Psoriasis', 'Psoriatic arthropathy', 'Diffuse diseases of connective tissue', 'Sicca syndrome', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Juvenile rheumatoid arthritis', 'Other inflammatory spondylopathies', 'Ankylosing spondylitis', 'Bursitis disorders', 'Aseptic necrosis of bone', 'Curvature of spine', 'Kyphoscoliosis and scoliosis', 'Osteoarthrosis involving more than one site, but not specified as generalized', 'Cervicalgia', 'Fracture of radius and ulna', 'Open wound of hand except finger(s)', 'Dermatitis due to solar radiation', 'Chronic dermatitis due to solar radiation', 'Allergy/adverse effect of penicillin', 'Poisoning by analgesics, antipyretics, and antirheumatics']",4 +B_3801,4,4,"[0.04155, 0.0381, 0.0391, 0.03457, 0.04024, 0.01453, 0.04467, 0.04763, 0.04908, 0.0005801, 0.03251, 0.005938, 0.0007691, 0.03745, 0.01997, 0.01556, 0.03135, 0.01492, 0.02528, 0.04529, 0.003225, 0.03848, 0.04735, 0.03315, 0.02585, 0.03907, 0.00821, 0.005484, 0.003314, 0.009667, 0.001159, 0.01579, 0.001525, 0.04793, 0.03431, 0.01504, 0.02932, 0.04335, 0.02285, 0.01419, 0.004888, 0.002776, 0.01861, 0.01455, 0.02908, 0.02944, 0.03445, 0.04373, 0.04663, 0.02918, 0.01548, 0.009334, 0.01024, 0.006582, 0.007681, 0.01389, 0.00994, 0.03358, 0.006444, 0.04772, 0.0291, 0.005127, 0.00364, 0.01193, 0.01764, 0.008021, 0.003856, 0.03517, 0.04385, 0.0263, 0.009039, 0.04557, 0.01603, 0.03702, 0.03629, 0.04109, 0.02986, 0.007113, 0.02667, 0.0005224, 0.02064, 0.01165, 0.03816]","[1.551, 1.675, 1.425, 2.682, 1.984, 1.437, 0.798, 0.788, 0.542, 0.716, 0.794, 0.675, 0.299, 1.826, 0.434, 0.744, 0.285, 0.729, 0.514, 0.31, 1.725, 0.472, 3.008, 0.694, 0.364, 0.663, 0.736, 0.419, 0.364, 0.728, 0.367, 0.595, 0.321, 0.626, 0.729, 0.242, 0.37, 0.826, 0.438, 0.648, 0.672, 0.629, 0.535, 0.33, 0.279, 0.746, 2.736, 0.682, 0.136, 0.696, 0.49, 0.681, 0.618, 0.145, 0.15, 3.776, 0.649, 0.705, 0.647, 0.62, 1.74, 2.834, 4.271, 3.951, 1.6, 1.738, 3.993, 2.665, 1.409, 2.19, 1.516, 1.55, 0.396, 1.93, 3.089, 0.739, 0.612, 3.045, 3.215, 0.478, 0.777, 1.956, 2.691]","['Dermatophytosis of nail', 'Malignant neoplasm of rectum, rectosigmoid junction, and anus', 'Cancer of prostate', 'Cancer of other endocrine glands', 'Lymphoid leukemia, chronic', 'Benign neoplasm of skin', 'Diabetes mellitus', 'Type 2 diabetes', 'Type 2 diabetes with renal manifestations', 'Disorders of fluid, electrolyte, and acid-base balance', 'Electrolyte imbalance', 'Hypovolemia', 'Fluid overload', 'Abnormal weight gain', 'Disorders involving the immune mechanism', 'Mood disorders', 'Bipolar', 'Depression', 'Major depressive disorder', 'Generalized anxiety disorder', 'Myopia', 'Other disorders of eyelids', 'Labyrinthitis', 'Dizziness and giddiness (Light-headedness and vertigo)', 'Heart valve replaced', 'Hypertensive chronic kidney disease', 'Ischemic Heart Disease', 'Unstable angina (intermediate coronary syndrome)', 'Angina pectoris', 'Coronary atherosclerosis', 'Other forms of chronic heart disease', 'Pulmonary heart disease', 'Chronic pulmonary heart disease', 'Cardiomyopathy', 'Cardiac conduction disorders', 'Bundle branch block', 'Cardiac defibrillator in situ', 'Cardiac dysrhythmias', 'Atrial flutter', 'Palpitations', 'Congestive heart failure; nonhypertensive', 'Congestive heart failure (CHF) NOS', 'Heart failure with reduced EF [Systolic or combined heart failure]', 'Other disorders of circulatory system', 'Circulatory disease NEC', 'Pneumonia', 'Pneumococcal pneumonia', 'Asthma', 'Asthma with exacerbation', 'Chronic airway obstruction', 'Empyema and pneumothorax', 'Respiratory failure, insufficiency, arrest', 'Respiratory failure', 'Diseases of hard tissues of teeth', 'Dental caries', 'Leukoplakia of oral mucosa', 'Dysphagia', 'Gastrointestinal hemorrhage', 'Chronic renal failure [CKD]', 'Chronic Kidney Disease, Stage III', 'Other disorders of urethra and urinary tract', 'Urethral hypermobility/ISD', 'Acute prostatitis', 'Chronic prostatitis', 'Benign mammary dysplasias', 'Cystic mastopathy', 'Pelvic inflammatory disease (PID)', 'Disorders of uterus, NEC', 'Other hypertrophic and atrophic conditions of skin', 'Other specified diseases of hair and hair follicles', 'Diseases of sebaceous glands', 'Decubitus ulcer', 'Diffuse diseases of connective tissue', 'Fasciitis', 'Hallux rigidus', 'Osteoarthrosis NOS', 'Myalgia and myositis unspecified', 'Cramp of limb', 'Facial weakness', 'Syncope and collapse', 'Nausea and vomiting', 'Fracture of humerus', 'Adverse effects of sedatives or other central nervous system depressants and anesthetics']",4 +B_4001,5,5,"[0.002285, 0.03126, 0.01148, 0.04896, 0.002399, 0.04034, 0.01886, 0.04301, 0.04943, 0.03014, 0.03502, 0.0034, 0.02397, 0.02828, 0.001489, 0.01858, 0.02204, 0.0336, 0.01142, 0.03434, 0.02843, 0.04789, 0.02982, 0.02294, 0.01806, 0.006552, 0.02388, 0.01776, 0.03586, 0.04128, 0.0255, 0.04252, 0.02381, 0.01761, 0.03811, 0.01834, 0.03926, 0.02721, 0.02503, 0.0497, 0.02975, 0.04457, 0.005378, 0.01944, 0.01934, 0.01496, 0.01856, 0.008709, 0.04377, 0.01196, 0.04623, 0.02336, 0.04149, 0.02481, 0.0118, 0.04102, 0.03117, 0.02122, 0.04489, 0.04816, 0.02204, 0.02256, 0.02004, 0.04605, 0.02316, 0.03612, 0.0006811, 0.01825, 0.01987, 0.03662, 0.0144, 0.01573, 0.0136, 0.01057, 0.005024, 0.01281, 0.01744, 0.01006, 0.009926, 0.00553, 0.0159, 0.007512, 0.0205, 0.04203, 0.02574, 0.04512, 0.04626, 0.01622, 0.02312, 0.0005378, 0.005106]","[1.386, 1.314, 1.805, 1.221, 1.407, 0.632, 0.859, 0.816, 1.357, 1.592, 0.838, 1.68, 1.265, 1.338, 2.269, 1.535, 0.561, 0.481, 2.043, 1.323, 1.17, 1.265, 2.041, 1.107, 1.111, 1.174, 1.136, 1.26, 1.242, 1.218, 0.731, 0.233, 0.355, 1.499, 1.297, 1.437, 1.593, 1.46, 0.48, 1.574, 0.753, 0.743, 0.572, 0.497, 0.601, 2.153, 1.17, 2.508, 1.356, 2.435, 1.713, 1.891, 1.253, 0.496, 0.349, 0.742, 0.571, 1.361, 1.976, 0.692, 2.12, 1.235, 1.323, 0.36, 0.763, 0.465, 2.676, 1.588, 0.64, 0.67, 0.565, 1.895, 1.242, 1.352, 2.453, 1.222, 1.488, 1.567, 1.333, 1.444, 1.474, 2.087, 2.316, 0.393, 2.244, 1.444, 1.367, 1.558, 1.739, 3.003, 2.229]","['Intestinal infection', 'Bacterial enteritis', 'Viral Enteritis', 'Dermatophytosis', 'Dermatophytosis of nail', 'Cancer of stomach', 'Skin cancer', 'Melanomas of skin, dx or hx', 'Acquired absence of breast', 'Cervical cancer', 'Secondary malignancy of lymph nodes', 'Simple and unspecified goiter', 'Nontoxic nodular goiter', 'Type 1 diabetes', 'Type 1 diabetes with ketoacidosis', 'Hypoglycemia', 'Glucocorticoid deficiency', 'Other endocrine disorders', 'Cachexia', 'Anorexia', 'Vitamin deficiency', 'Proteinuria', 'Disturbances of amino-acid transport', 'Disorders of lipoid metabolism', 'Hyperlipidemia', 'Hypercholesterolemia', 'Mixed hyperlipidemia', 'Disorders of calcium/phosphorus metabolism', 'Acidosis', 'Fluid overload', 'Other and unspecified coagulation defects', 'Obsessive-compulsive disorders', 'Complex regional/central pain syndrome', 'Blindness and low vision', 'Vertiginous syndromes and other disorders of vestibular system', 'Peripheral or central vertigo', 'Mitral valve disease', 'ASCVD', 'Right bundle branch block', 'Occlusion of cerebral arteries, with cerebral infarction', 'Other aneurysm', 'Aortic aneurysm', 'Abdominal aortic aneurysm', 'Other disorders of arteries and arterioles', 'Noninfectious disorders of lymphatic channels', 'Iatrogenic hypotension', 'Chronic airway obstruction', 'Respiratory arrest', 'Dependence on respirator [Ventilator] or supplemental oxygen', 'Eosinophilic esophagitis', 'Heartburn', 'Hemorrhage from gastrointestinal ulcer', 'Disorders of function of stomach', 'Appendicitis', 'Acute appendicitis', 'Inflammatory bowel disease and other gastroenteritis and colitis', 'Ulcerative colitis', 'Paralytic ileus', 'Anal and rectal polyp', 'Jaundice (not of newborn)', 'Cholelithiasis with acute cholecystitis', 'Chronic Kidney Disease, Stage III', 'Disorders resulting from impaired renal function', 'Oliguria and anuria', 'Lump or mass in breast', 'Need for Hormone replacement therapy (postmenopausal)', 'Infections specific to the perinatal period', 'Cellulitis and abscess of foot, toe', 'Psoriasis and related disorders', 'Psoriasis', 'Psoriasis vulgaris', 'Hyperhidrosis', 'Diseases of sebaceous glands', 'Sebaceous cyst', 'Calcaneal spur; Exostosis NOS', 'Other disorders of synovium, tendon, and bursa', 'Rupture of tendon, nontraumatic', 'Hammer toe (acquired)', 'Genitourinary congenital anomalies', 'Congenital anomalies of urinary system', 'Cystic kidney disease', 'Congenital musculoskeletal deformities of spine', 'Spondylolisthesis, congenital', 'Elevated carcinoembryonic antigen [CEA]', 'Elevated cancer antigen 125 [CA 125]', 'Fracture of unspecified part of femur', 'Fracture of tibia and fibula', 'Fracture of pelvis', 'Open wound of finger(s)', 'Poisoning by analgesics, antipyretics, and antirheumatics', 'Adverse effects of sedatives or other central nervous system depressants and anesthetics']",4 +C_0303,5,3,"[0.04245, 0.003816, 0.03274, 0.01262, 0.01091, 0.03139, 0.02732, 0.01903, 0.00559, 0.006753, 0.01557, 0.02943, 0.01902, 0.01201, 0.003495, 0.02044, 0.00866, 0.04566, 0.03241, 0.0323, 0.00893, 0.04095, 0.02566, 0.01964, 0.02988, 0.008212, 0.0222, 0.02711, 0.04263, 0.02375, 0.006798, 0.01721, 0.007775, 0.03291, 0.01599, 0.01704, 0.02786, 0.02157, 0.0195, 0.0221, 0.04683, 0.0214, 0.03852, 0.03361, 0.04331, 0.03085, 0.0441, 0.04782, 0.04022, 0.01263, 0.02958, 0.04885, 0.01577, 0.03555, 0.03991, 0.04821, 0.04025, 0.04822, 0.004411, 0.01726, 0.04626, 0.02282, 0.04417, 0.02254, 0.03458, 0.02927, 0.03412, 0.04334, 0.02425, 0.01977]","[1.129, 1.389, 1.262, 1.266, 1.293, 1.863, 0.639, 0.465, 0.849, 0.716, 0.859, 1.878, 0.462, 2.388, 2.307, 0.777, 0.744, 0.78, 0.116, 1.176, 1.233, 2.003, 1.769, 1.304, 2.188, 1.193, 0.745, 0.539, 1.254, 1.352, 1.866, 0.659, 0.717, 0.695, 1.658, 1.209, 1.207, 1.429, 0.253, 1.862, 1.291, 2.301, 1.233, 1.199, 0.355, 1.589, 0.635, 0.241, 1.436, 0.616, 0.278, 0.364, 0.364, 0.484, 0.81, 0.765, 0.51, 0.312, 1.262, 1.227, 1.161, 0.313, 1.425, 1.512, 1.542, 1.886, 1.395, 1.537, 0.726, 1.268]","['Bacterial infection NOS', 'E. coli', 'Viral infection', 'Colorectal cancer', 'Colon cancer', 'Malignant neoplasm of retroperitoneum and peritoneum', 'Acquired absence of breast', 'Lymphosarcoma', 'Hypothyroidism', 'Secondary hypothyroidism', 'Hypothyroidism NOS', 'Type 1 diabetes with renal manifestations', 'Pituitary dwarfism', 'Other disorders of neurohypophysis', 'Nonspecific abnormal results of other endocrine function study', 'Hyperpotassemia', 'Acid-base balance disorder', 'Acidosis', 'Hallucinations', 'Epilepsy, recurrent seizures, convulsions', 'Convulsions', 'Hereditary retinal dystrophies', 'Disorders of lacrimal system', 'Suppurative and unspecified otitis media', 'Labyrinthitis', 'Tachycardia NOS', 'Heart failure NOS', 'Cerebral atherosclerosis', 'Other aneurysm', 'Polyarteritis nodosa and allied conditions', 'Giant cell arteritis', 'Respiratory insufficiency', 'Diseases of the oral soft tissues, excluding lesions specific for gingiva and tongue', 'Stomatitis and mucositis', 'Other specified gastritis', 'Diverticulosis and diverticulitis', 'Diverticulosis', 'Diverticulitis', 'Hepatomegaly', 'Non-proliferative glomerulonephritis', 'Chronic kidney disease, Stage I or II', 'Chronic cystitis', 'Retention of urine', 'Frequency of urination and polyuria', 'Disorders of uterus, NEC', 'Absent or infrequent menstruation', 'Postmenopausal bleeding', 'Hemorrhage during pregnancy; childbirth and postpartum', 'Respiratory conditions of fetus and newborn', 'Other local infections of skin and subcutaneous tissue', 'Carbuncle and furuncle', 'Cutaneous lupus erythematosus', 'Psoriatic arthropathy', 'Corns and callosities', 'Diseases of sebaceous glands', 'Diffuse diseases of connective tissue', 'Sicca syndrome', 'Polymyositis', 'Spondylosis and allied disorders', 'Spondylosis without myelopathy', 'Intervertebral disc disorders', 'Other and unspecified disorders of back', 'Fasciitis', 'Derangement of joint, non-traumatic', 'Other derangement of joint', 'Obstructive genitourinary defect', 'Sciatica', 'Elevated sedimentation rate', 'Elevated prostate specific antigen [PSA]', 'Open wounds of head; neck; and trunk']",4 +C_0802,5,4,"[0.007872, 0.03192, 0.01196, 0.004869, 0.005282, 0.03986, 0.03531, 0.03925, 0.03666, 0.01354, 0.02967, 0.02454, 0.01122, 0.0117, 0.04135, 0.02443, 0.03629, 0.006346, 0.007237, 0.002573, 0.04197, 0.0472, 0.02609, 0.04426, 0.01073, 0.0132, 0.03015, 0.04297, 0.01853, 0.02252, 0.03268, 0.01408, 0.02131, 0.005517, 0.01517, 0.0001216, 0.04684, 0.03357, 0.02882, 0.04734, 0.0009726, 0.02301, 0.04024, 0.007843, 0.03742, 0.01916, 0.02638, 0.02303, 0.006044, 0.03342, 0.009025, 0.03147, 0.04986, 0.04742, 0.048, 0.007339, 0.02, 0.01608, 0.04598, 0.002163, 0.01732, 0.03597]","[0.471, 1.515, 2.119, 1.294, 0.826, 0.623, 0.859, 0.598, 0.573, 1.867, 0.865, 0.832, 0.795, 1.796, 1.234, 0.732, 0.122, 0.658, 0.61, 0.393, 0.82, 0.701, 0.619, 0.863, 2.304, 1.601, 0.282, 2.069, 1.735, 1.591, 0.788, 0.239, 0.261, 0.285, 0.177, 0.506, 1.851, 1.293, 0.279, 1.339, 1.747, 0.733, 1.371, 1.246, 1.281, 1.429, 0.449, 0.198, 1.902, 1.88, 1.269, 0.767, 0.76, 1.414, 1.603, 2.169, 2.244, 2.428, 0.589, 2.238, 2.502, 2.362]","['Hx of malignant neoplasm of oral cavity and pharynx', 'Basal cell carcinoma', 'Cancer of eye', 'Benign neoplasm of colon', 'Diabetes mellitus', 'Type 1 diabetes', 'Type 2 diabetes', 'Diabetic retinopathy', 'Testicular hypofunction', 'Other endocrine disorders', 'Electrolyte imbalance', 'Overweight, obesity and other hyperalimentation', 'Obesity', 'Senile dementia', 'Altered mental status', 'Obstructive sleep apnea', 'Retinal edema', 'Glaucoma', 'Open-angle glaucoma', 'Primary open angle glaucoma', 'Senile cataract', 'Impacted cerumen', 'Heart valve replaced', 'Coronary atherosclerosis', 'Hypertrophic obstructive cardiomyopathy', 'Abnormal function study of cardiovascular system', 'Cerebral aneurysm', 'Aneurysm of other specified artery', 'Other disorders of arteries and arterioles', 'Chronic venous insufficiency [CVI]', 'Acute sinusitis', 'Pseudomonal pneumonia', 'Bronchopneumonia and lung abscess', 'Bronchiectasis', 'Cystic fibrosis', 'Empyema and pneumothorax', 'Disturbances in tooth eruption', 'Gastritis and duodenitis', 'Gastroparesis', 'Inflammatory bowel disease and other gastroenteritis and colitis', 'Regional enteritis', 'Intestinal obstruction without mention of hernia', 'Liver abscess and sequelae of chronic liver disease', 'Gastrointestinal hemorrhage', 'Blood in stool', 'Hemorrhage of rectum and anus', 'Nephritis and nephropathy in diseases classified elsewhere', 'Other signs and symptoms in breast', 'Cellulitis and abscess of face/neck', 'Unspecified erythematous condition', 'Seborrheic keratosis', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Polymyalgia Rheumatica', 'Hallux valgus (Bunion)', 'Kyphosis (acquired)', 'Other congenital anomalies of lower limb, including pelvic girdle', 'Congenital hip dysplasia and deformity', 'Fracture of hand or wrist', 'Insect bite', 'Poisoning by agents primarily affecting blood constituents', 'Anticoagulants causing adverse effects']",4 +DQA1_0102,6,4,"[0.02882, 0.04501, 0.0001459, 0.0002159, 0.0003636, 0.04876, 0.0005256, 0.03963, 0.004365, 0.03253, 0.01133, 0.0295, 0.002985, 0.04265, 0.0472, 0.008625, 0.01983, 0.03231, 0.03067, 5.879e-06, 3.734e-07, 5.555e-05, 1.309e-17, 1.33e-05, 5.147e-05, 1.036e-05, 8.216e-05, 2.383e-08, 6.044e-05, 0.04268, 0.03163, 0.04653, 0.04991, 0.01111, 0.009754, 0.03072, 0.00418, 0.04948, 0.03662, 0.01471, 0.04447, 0.02379, 0.03997, 0.03012, 0.03574, 0.02694, 0.009191, 0.04539, 0.02314, 0.04687, 0.0333, 0.001737, 0.04072, 6.321e-16, 5.268e-06, 0.0004494, 0.02833, 0.00286, 0.02776, 0.04039, 0.03002, 0.02918, 0.0005502, 0.02273, 0.02682, 0.03495, 0.01525, 0.02916, 0.03684, 0.01259, 0.04046, 0.006079, 0.03269, 0.03164, 0.02573, 0.01613, 0.01927, 0.01042, 0.03308, 0.04852, 0.04158, 0.006054, 0.004787, 0.005928, 0.007306, 0.02592, 0.03031, 0.002929, 0.009436, 0.02169, 0.0002364, 0.003629, 0.02227, 0.03457, 0.01638, 0.0378, 0.01558, 0.03206, 0.04101, 0.03986, 0.009829, 0.01546, 0.001273, 0.0419, 0.0009599, 0.002589, 0.002855, 0.001801, 0.0329, 0.02588, 0.03507, 3.151e-06, 4.016e-07, 0.007667, 0.02142, 0.03163, 0.04492, 0.02643, 0.02388, 0.0417, 0.003445, 0.0009929, 0.04855, 0.04038, 0.008089]","[1.645, 1.221, 0.531, 1.979, 1.946, 1.206, 0.753, 0.831, 0.686, 0.76, 0.752, 1.24, 1.425, 1.228, 1.263, 1.4, 1.674, 0.73, 1.394, 0.839, 0.809, 0.87, 0.327, 0.215, 0.237, 0.153, 0.246, 0.667, 0.627, 0.902, 0.885, 1.191, 1.313, 1.272, 1.328, 1.349, 2.031, 1.115, 1.541, 2.097, 1.206, 1.473, 1.234, 1.291, 1.079, 1.087, 1.111, 1.495, 1.81, 1.342, 1.111, 2.111, 1.807, 2.672, 1.939, 1.378, 1.675, 0.648, 0.673, 1.79, 0.605, 0.608, 1.833, 0.875, 0.92, 0.872, 0.546, 1.195, 0.832, 0.593, 0.809, 0.491, 1.587, 1.613, 0.628, 0.524, 1.63, 0.636, 0.905, 0.869, 0.845, 0.714, 1.519, 1.528, 1.603, 0.652, 0.557, 0.826, 0.832, 0.829, 0.565, 2.221, 0.781, 1.08, 1.184, 1.144, 1.321, 1.405, 1.812, 1.703, 0.699, 1.283, 1.859, 1.136, 1.232, 1.408, 1.337, 1.367, 1.607, 0.785, 0.643, 0.753, 0.702, 0.61, 0.52, 1.322, 0.452, 0.658, 1.232, 1.268, 1.518, 1.937, 1.594, 1.343, 1.337]","['Herpes zoster with nervous system complications', 'Viral hepatitis C', 'Chronic hepatitis', 'Human immunodeficiency virus [HIV] disease', 'HIV infection, symptomatic', 'Viral warts & HPV', 'Viral infection', 'Cancer of mouth', 'Cancer of tongue', 'Cancer of oropharynx', 'Hx of malignant neoplasm of oral cavity and pharynx', 'Malignant neoplasm of rectum, rectosigmoid junction, and anus', 'Malignant neoplasm of uterus', 'Cancer of other female genital organs', 'Malignant neoplasm of ovary and other uterine adnexa', 'Malignant neoplasm of ovary', 'Cancer of other male genital organs', 'Nodular lymphoma', 'Lymphosarcoma', 'Hypothyroidism', 'Hypothyroidism NOS', 'Diabetes mellitus', 'Type 1 diabetes', 'Type 1 diabetes with ketoacidosis', 'Type 1 diabetes with renal manifestations', 'Type 1 diabetes with ophthalmic manifestations', 'Type 1 diabetes with neurological manifestations', 'Insulin pump user', 'Diabetic retinopathy', 'Vitamin deficiency', 'Vitamin D deficiency', 'Disorders of protein plasma/amino-acid transport and metabolism', 'Other disorders of metabolism', 'Other deficiency anemia', 'Megaloblastic anemia', 'Other vitamin B12 deficiency anemia', 'Non-autoimmune hemolytic anemias', 'Coagulation defects', 'Congenital coagulation defects', 'Congenital factor VIII disorder', 'Other diseases of blood and blood-forming organs', 'Polycythemia, secondary', 'Schizophrenia and other psychotic disorders', 'Psychosis', 'Mood disorders', 'Depression', 'Anxiety disorders', 'Personality disorders', 'Antisocial/borderline personality disorder', 'Conduct disorders', 'Sleep disorders', 'Organic or persistent insomnia', 'Spinocerebellar disease', 'Multiple sclerosis', 'Other demyelinating diseases of central nervous system', 'Lack of coordination', 'Nerve root lesions', 'Retinal detachments and defects', 'Retinal detachment with retinal defect', 'Chorioretinal scars', 'Hypermetropia', 'Disorders of conjunctiva', 'Optic neuritis/neuropathy', 'Myocardial infarction', 'Coronary atherosclerosis', 'Other chronic ischemic heart disease, unspecified', 'Anomalous atrioventricular excitation', 'Cerebral artery occlusion, with cerebral infarction', 'Atherosclerosis of the extremities', 'Giant cell arteritis', 'Encounter for long-term (current) use of aspirin', 'Throat pain', 'Dentofacial anomalies, including malocclusion', 'Anomalies of tooth position/malocclusion', 'Temporomandibular joint disorders', 'Jaw disease NOS', 'Heartburn', 'Gastric ulcer', 'Dysphagia', 'Gastritis and duodenitis', 'Disorders of function of stomach', 'Other disorders of stomach and duodenum', 'Appendiceal conditions', 'Appendicitis', 'Acute appendicitis', 'Intestinal malabsorption (non-celiac)', 'Celiac disease', 'Chronic liver disease and cirrhosis', 'Other chronic nonalcoholic liver disease', 'Cirrhosis of liver without mention of alcohol', 'Primary biliary cirrhosis', 'Cholelithiasis with acute cholecystitis', 'Renal osteodystrophy', 'Other symptoms/disorders or the urinary system', 'Retention of urine', 'Dysuria', 'Inflammatory diseases of prostate', 'Prostatitis', 'Chronic prostatitis', 'Dysplasia of female genital organs', 'Postmenopausal bleeding', 'Known or suspected fetal abnormality affecting management of mother', 'Abnormality in fetal heart rate or rhythm', 'Disturbance of skin sensation', 'Erythematous conditions', 'Rosacea', 'Lupus (localized and systemic)', 'Systemic lupus erythematosus', 'Disorders of sweat glands', 'Chronic ulcer of leg or foot', 'Dermatomyositis', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Juvenile rheumatoid arthritis', 'Disorders of muscle, ligament, and fascia', 'Fasciitis', 'Stress fracture', 'Congenital anomalies of limbs', 'Abnormal Papanicolaou smear of cervix and cervical HPV', 'Papanicolaou smear of cervix or vagina with atypical squamous cells', 'Abnormal tumor markers', 'Elevated carcinoembryonic antigen [CEA]', 'Traumatic arthropathy', 'Rotator cuff (capsule) sprain', 'Bone marrow or stem cell transplant']",4 +DQB1_0604,3,5,"[0.01468, 0.009729, 0.0366, 0.01108, 0.02373, 0.04633, 0.04777, 0.005361, 0.0045, 0.002053, 0.0495, 0.002418, 0.03529, 0.005897, 0.01988, 0.03775, 0.04507, 0.04487, 0.008619, 0.01362, 0.01819, 0.04101, 0.001886, 0.005586, 0.007068, 0.00914, 0.005581, 0.005112, 0.0004477, 0.04405, 0.0005484, 0.009521, 0.02486, 0.0009671, 0.03558, 0.03191, 0.01907, 0.03739, 0.03273, 0.00707, 0.03044, 0.0488, 0.02607, 0.0201, 0.01322, 0.02139, 0.006287, 0.01826, 0.01631, 0.03236, 0.0342, 0.00293, 0.0292, 0.03538, 0.004083, 0.01043, 0.0025, 0.000566, 0.02871, 0.04003, 0.0383, 0.03554, 0.007507, 0.03797, 0.02123, 0.02661, 0.01871, 0.004361, 0.004163, 0.01257, 0.0427, 0.0003775, 0.001916, 0.04362, 0.04732, 0.01762, 0.01276, 0.04957, 0.02139, 0.003485, 0.007126, 0.011, 0.04473, 0.00383, 0.0012, 0.02644, 0.001032, 0.02922, 0.04481, 0.03688, 0.03177]","[1.575, 2.334, 0.42, 1.602, 1.572, 1.647, 1.478, 1.729, 1.783, 2.933, 1.434, 0.789, 0.344, 0.795, 0.307, 0.227, 0.239, 2.047, 1.775, 1.568, 1.547, 0.712, 1.553, 1.175, 1.17, 1.223, 1.223, 1.395, 1.391, 1.153, 1.286, 1.237, 1.632, 2.883, 1.659, 0.285, 0.451, 0.777, 0.619, 0.741, 0.615, 0.368, 1.729, 2.44, 1.399, 1.378, 1.675, 1.212, 1.287, 1.939, 1.216, 1.508, 1.245, 1.563, 1.518, 1.585, 2.228, 2.371, 0.33, 0.616, 1.586, 0.585, 2.161, 0.542, 0.385, 1.517, 1.325, 1.448, 2.855, 2.047, 1.537, 1.748, 1.877, 0.46, 1.357, 2.253, 1.885, 0.312, 1.579, 0.681, 0.668, 0.498, 2.433, 2.889, 3.113, 0.505, 2.833, 1.639, 1.456, 2.35, 1.528]","['Herpes zoster', 'Herpes zoster with nervous system complications', 'Chronic hepatitis', 'Acquired absence of breast', 'Malignant neoplasm of uterus', 'Lymphosarcoma', 'Multiple myeloma', 'Benign neoplasm of uterus', 'Uterine leiomyoma', 'Benign neoplasm of ovary', 'Nontoxic uninodular goiter', 'Hypothyroidism', 'Acquired hypothyroidism', 'Hypothyroidism NOS', 'Thyroiditis', 'Chronic thyroiditis', 'Chronic lymphocytic thyroiditis', 'Type 1 diabetes with neurological manifestations', 'Hypoglycemia', 'Testicular dysfunction', 'Testicular hypofunction', 'Lack of normal physiological development', 'Proteinuria', 'Disorders of lipoid metabolism', 'Hyperlipidemia', 'Hypercholesterolemia', 'Mixed hyperlipidemia', 'Fluid overload', 'Acute posthemorrhagic anemia', 'Depression', 'Anxiety disorders', 'Anxiety disorder', 'Posttraumatic stress disorder', 'Eating disorder', 'Conduct disorders', 'Cerebral degeneration, unspecified', 'Multiple sclerosis', 'Convulsions', 'Encephalopathy, not elsewhere classified', 'Abnormal movement', 'Lack of coordination', 'Chronic pain syndrome', 'Macular puckering of retina', 'Peripheral retinal degenerations', 'Open-angle glaucoma', 'Rheumatic disease of the heart valves', 'Disease of tricuspid valve', 'Heart valve disorders', 'Nonrheumatic mitral valve disorders', 'Nonrheumatic pulmonary valve disorders', 'Hypertensive heart and/or renal disease', 'Hypertensive heart disease', 'Pulmonary heart disease', 'Primary pulmonary hypertension', 'Carditis', 'Pericarditis', 'First degree AV block', 'Occlusion of cerebral arteries, with cerebral infarction', ""Raynaud's syndrome"", 'Polyarteritis nodosa and allied conditions', 'Varicose veins of lower extremity', 'Acute and chronic tonsillitis', 'Solitary pulmonary nodule', 'Other disorders of stomach and duodenum', 'Ulcerative colitis', 'Portal hypertension', 'Cholelithiasis and cholecystitis', 'Cholelithiasis', 'Cholelithiasis with acute cholecystitis', 'Cholelithiasis with other cholecystitis', 'Cholecystitis without cholelithiasis', 'Nephritis and nephropathy without mention of glomerulonephritis', 'Nephritis and nephropathy in diseases classified elsewhere', 'Stricture/obstruction of ureter', 'Disorders resulting from impaired renal function', 'Symptoms involving female genital tract', 'Absent or infrequent menstruation', 'Perinatal jaundice', 'Acne', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Polymyalgia Rheumatica', 'Rupture of synovium', 'Flat foot', 'Facial weakness', 'Skull and face fracture and other intercranial injury', 'Traumatic arthropathy', 'Joint/ligament sprain', 'Bone marrow or stem cell transplant', 'Poisoning by analgesics, antipyretics, and antirheumatics', 'Effects radiation NOS']",4 +DRB1_1302,4,5,"[0.03068, 0.01188, 0.01179, 0.03973, 0.04993, 0.01195, 0.03167, 0.0154, 0.00995, 0.02093, 0.0001522, 0.04324, 0.01536, 0.001206, 0.04661, 0.0432, 0.01123, 0.04077, 0.04869, 0.02136, 0.006941, 0.004556, 0.005377, 0.00857, 0.002134, 0.004751, 0.00197, 0.03861, 0.04659, 0.02162, 0.005153, 0.04358, 0.04049, 0.0153, 0.04968, 0.02993, 0.01049, 0.00303, 0.04312, 0.02471, 0.01912, 0.02571, 0.00463, 0.006293, 0.00541, 0.004106, 5.82e-05, 0.0001939, 0.007441, 0.02185, 0.04464, 0.007404, 0.01153, 0.01725, 0.02609, 0.01886, 0.003211, 0.007545, 0.02974, 0.04313, 0.0293, 0.04152, 0.03242, 0.0006294, 0.01783, 0.03752, 0.004295, 0.00958, 0.03845, 0.04691, 0.04258, 0.003292, 0.006192, 0.03719, 0.04454, 0.04866, 0.02012, 0.0001427, 0.0003411, 0.02585, 0.03431, 0.01631, 0.02985, 0.01288, 0.03091, 0.01346, 0.04482]","[1.453, 2.16, 0.379, 1.431, 1.44, 0.646, 0.498, 1.56, 1.629, 2.237, 0.766, 0.756, 0.332, 0.786, 0.486, 0.357, 1.665, 1.415, 1.402, 0.712, 1.427, 1.158, 1.156, 1.199, 1.22, 1.358, 1.307, 1.394, 1.129, 1.157, 1.205, 1.164, 2.029, 2.173, 1.547, 0.371, 1.206, 1.32, 1.796, 1.311, 1.348, 1.291, 1.287, 1.479, 1.495, 1.272, 1.664, 1.786, 2.195, 1.656, 1.304, 1.967, 1.202, 1.194, 1.338, 1.28, 2.028, 1.386, 1.351, 1.893, 0.637, 0.303, 2.1, 1.594, 1.176, 0.509, 1.402, 2.484, 1.973, 1.327, 1.277, 1.549, 1.689, 1.244, 1.935, 1.614, 1.756, 0.633, 0.61, 0.61, 1.174, 2.581, 2.217, 2.39, 0.574, 2.189, 0.642]","['Herpes zoster', 'Herpes zoster with nervous system complications', 'Chronic hepatitis', 'Acquired absence of breast', 'Malignant neoplasm of uterus', 'Radiotherapy', 'Nodular lymphoma', 'Benign neoplasm of uterus', 'Uterine leiomyoma', 'Benign neoplasm of ovary', 'Hypothyroidism', 'Secondary hypothyroidism', 'Acquired hypothyroidism', 'Hypothyroidism NOS', 'Thyroiditis', 'Chronic thyroiditis', 'Hypoglycemia', 'Testicular dysfunction', 'Testicular hypofunction', 'Lack of normal physiological development', 'Proteinuria', 'Disorders of lipoid metabolism', 'Hyperlipidemia', 'Hypercholesterolemia', 'Mixed hyperlipidemia', 'Fluid overload', 'Acute posthemorrhagic anemia', 'Schizophrenia and other psychotic disorders', 'Mood disorders', 'Depression', 'Anxiety disorders', 'Anxiety disorder', 'Obsessive-compulsive disorders', 'Eating disorder', 'Conduct disorders', 'Cerebral degeneration, unspecified', 'Heart valve disorders', 'Nonrheumatic mitral valve disorders', 'Nonrheumatic pulmonary valve disorders', 'Abnormal heart sounds', 'Hypertensive heart disease', 'Other hypertensive complications', 'Pulmonary heart disease', 'Acute pulmonary heart disease', 'Pulmonary embolism and infarction, acute', 'Cardiomegaly', 'Carditis', 'Pericarditis', 'Chronic pericarditis', 'Endocarditis', 'Atrioventricular [AV] block', 'First degree AV block', 'Atrial fibrillation and flutter', 'Atrial fibrillation', 'Atrial flutter', 'Heart failure with reduced EF [Systolic or combined heart failure]', 'Occlusion of cerebral arteries, with cerebral infarction', 'Other aneurysm', 'Aortic aneurysm', 'Other specified peripheral vascular diseases', 'Polyarteritis nodosa and allied conditions', ""Wegener's granulomatosis"", 'Viral pneumonia', 'Emphysema', 'Pleurisy; pleural effusion', 'Ulcerative colitis', 'Cholelithiasis', 'Cholelithiasis with acute cholecystitis', 'Other disorders of gallbladder', 'Hemorrhage of rectum and anus', 'Hemorrhage of gastrointestinal tract', 'Nephritis and nephropathy without mention of glomerulonephritis', 'Nephritis and nephropathy in diseases classified elsewhere', 'Dysuria', 'Symptoms involving female genital tract', 'Absent or infrequent menstruation', 'Pyogenic arthritis', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Polymyalgia Rheumatica', 'Peripheral enthesopathies and allied syndromes', 'Rupture of synovium', 'Flat foot', 'Facial weakness', 'Skull and face fracture and other intercranial injury', 'Traumatic arthropathy', 'Complication of internal orthopedic device']",4 diff --git a/outputs/clusters/SNP_cluster_5.csv b/outputs/clusters/SNP_cluster_5.csv index ff6797d..bd73b72 100644 --- a/outputs/clusters/SNP_cluster_5.csv +++ b/outputs/clusters/SNP_cluster_5.csv @@ -1,11 +1,18 @@ snp,x,y,p_values,odds_ratios,phenotypes,cluster -A_3201,3,2,"[0.03154, 0.03542, 0.006558, 0.03835, 0.0299, 0.02143, 0.04965, 0.03212, 0.01052, 0.02422, 0.04796, 0.02398, 0.03235, 0.04596, 0.01473, 0.04947, 0.01586, 0.02842, 0.003785, 0.02561, 0.03594, 0.006282, 0.002486, 0.00418, 0.008452, 0.007061, 0.008664, 0.005582, 0.01197, 0.01785, 0.03001, 0.003565, 0.02039, 0.002326, 0.01027, 0.002777, 0.04655, 0.001451, 0.01096, 0.005385, 0.01725, 0.04441, 0.02962, 0.01385, 0.01478, 0.04705, 0.004819, 0.03269, 0.01679, 0.01848, 0.03851, 0.02963, 0.0302, 0.005203, 0.04483, 0.02393, 0.003487, 0.02737, 0.008517, 0.03549, 0.0003996, 0.01915, 0.02199, 0.01519, 0.04431]","[1.449, 2.229, 2.433, 1.598, 1.858, 1.328, 1.453, 0.41, 0.75, 1.215, 1.225, 0.512, 1.575, 1.204, 1.358, 1.232, 1.325, 1.606, 1.308, 1.204, 1.72, 1.349, 1.448, 1.176, 1.334, 1.531, 1.427, 1.257, 1.237, 1.415, 1.253, 1.873, 2.055, 1.401, 1.248, 1.484, 1.207, 1.679, 1.513, 2.024, 2.166, 1.343, 2.293, 2.085, 0.176, 1.403, 2.655, 1.605, 2.505, 2.235, 0.423, 1.701, 2.014, 1.353, 1.632, 1.305, 1.435, 0.368, 1.373, 1.628, 2.48, 2.623, 0.654, 1.338, 1.263]","['Malignant neoplasm of other and ill-defined sites within the digestive organs and peritoneum', 'Malignant neoplasm of gallbladder and extrahepatic bile ducts', 'Malignant neoplasm of retroperitoneum and peritoneum', 'Lipoma', 'Lipoma of skin and subcutaneous tissue', 'Disorders of calcium/phosphorus metabolism', 'Hypocalcemia', 'Other vitamin B12 deficiency anemia', 'Anemia of chronic disease', 'Encounter for long-term (current) use of anticoagulants', 'Other peripheral nerve disorders', 'Primary open angle glaucoma', 'Diplopia and disorders of binocular vision', 'Dizziness and giddiness (Light-headedness and vertigo)', 'Unstable angina (intermediate coronary syndrome)', 'Myocardial infarction', 'Other forms of chronic heart disease', 'ASCVD', 'Cardiomegaly', 'Cardiac conduction disorders', 'Right bundle branch block', 'Cardiac pacemaker/device in situ', 'Cardiac pacemaker in situ', 'Cardiac dysrhythmias', 'Paroxysmal tachycardia, unspecified', 'Paroxysmal supraventricular tachycardia', 'Paroxysmal ventricular tachycardia', 'Atrial fibrillation and flutter', 'Atrial fibrillation', 'Atrial flutter', 'Other specified cardiac dysrhythmias', 'Cardiac arrest and ventricular fibrillation', 'Ventricular fibrillation and flutter', 'Arrhythmia (cardiac) NOS', 'Tachycardia NOS', 'Sinoatrial node dysfunction (Bradycardia)', 'Palpitations', 'Heart transplant/surgery', 'Intracranial hemorrhage', 'Subdural hemorrhage', 'Arterial embolism and thrombosis of lower extremity artery', 'Encounter for long-term (current) use of anticoagulants, antithrombotics, aspirin', 'Iatrogenic hypotension', 'Postnasal drip', 'Cystic fibrosis', 'Respiratory insufficiency', 'Duodenitis', 'Primary biliary cirrhosis', 'Cholelithiasis with acute cholecystitis', 'Renal sclerosis, NOS', 'Urinary obstruction', 'Cellulitis and abscess of foot, toe', 'Hyperhidrosis', 'Degeneration of intervertebral disc', 'Hallux valgus (Bunion)', 'Osteoarthrosis, generalized', 'Swelling of limb', 'Abnormal tumor markers', 'Shock', 'Intracranial hemorrhage (injury)', 'Subdural hemorrhage (injury)', 'Vascular complications of surgery and medical procedures', 'Open wounds of extremities', 'Adverse drug events and drug allergies', 'Sepsis']",5 -B_3801,3,4,"[0.04155, 0.0381, 0.0391, 0.03457, 0.04024, 0.01453, 0.04467, 0.04763, 0.04908, 0.0005801, 0.03251, 0.005938, 0.0007691, 0.03745, 0.01997, 0.01556, 0.03135, 0.01492, 0.02528, 0.04529, 0.003225, 0.03848, 0.04735, 0.03315, 0.02585, 0.03907, 0.00821, 0.005484, 0.003314, 0.009667, 0.001159, 0.01579, 0.001525, 0.04793, 0.03431, 0.01504, 0.02932, 0.04335, 0.02285, 0.01419, 0.004888, 0.002776, 0.01861, 0.01455, 0.02908, 0.02944, 0.03445, 0.04373, 0.04663, 0.02918, 0.01548, 0.009334, 0.01024, 0.006582, 0.007681, 0.01389, 0.00994, 0.03358, 0.006444, 0.04772, 0.0291, 0.005127, 0.00364, 0.01193, 0.01764, 0.008021, 0.003856, 0.03517, 0.04385, 0.0263, 0.009039, 0.04557, 0.01603, 0.03702, 0.03629, 0.04109, 0.02986, 0.007113, 0.02667, 0.0005224, 0.02064, 0.01165, 0.03816]","[1.551, 1.675, 1.425, 2.682, 1.984, 1.437, 0.798, 0.788, 0.542, 0.716, 0.794, 0.675, 0.299, 1.826, 0.434, 0.744, 0.285, 0.729, 0.514, 0.31, 1.725, 0.472, 3.008, 0.694, 0.364, 0.663, 0.736, 0.419, 0.364, 0.728, 0.367, 0.595, 0.321, 0.626, 0.729, 0.242, 0.37, 0.826, 0.438, 0.648, 0.672, 0.629, 0.535, 0.33, 0.279, 0.746, 2.736, 0.682, 0.136, 0.696, 0.49, 0.681, 0.618, 0.145, 0.15, 3.776, 0.649, 0.705, 0.647, 0.62, 1.74, 2.834, 4.271, 3.951, 1.6, 1.738, 3.993, 2.665, 1.409, 2.19, 1.516, 1.55, 0.396, 1.93, 3.089, 0.739, 0.612, 3.045, 3.215, 0.478, 0.777, 1.956, 2.691]","['Dermatophytosis of nail', 'Malignant neoplasm of rectum, rectosigmoid junction, and anus', 'Cancer of prostate', 'Cancer of other endocrine glands', 'Lymphoid leukemia, chronic', 'Benign neoplasm of skin', 'Diabetes mellitus', 'Type 2 diabetes', 'Type 2 diabetes with renal manifestations', 'Disorders of fluid, electrolyte, and acid-base balance', 'Electrolyte imbalance', 'Hypovolemia', 'Fluid overload', 'Abnormal weight gain', 'Disorders involving the immune mechanism', 'Mood disorders', 'Bipolar', 'Depression', 'Major depressive disorder', 'Generalized anxiety disorder', 'Myopia', 'Other disorders of eyelids', 'Labyrinthitis', 'Dizziness and giddiness (Light-headedness and vertigo)', 'Heart valve replaced', 'Hypertensive chronic kidney disease', 'Ischemic Heart Disease', 'Unstable angina (intermediate coronary syndrome)', 'Angina pectoris', 'Coronary atherosclerosis', 'Other forms of chronic heart disease', 'Pulmonary heart disease', 'Chronic pulmonary heart disease', 'Cardiomyopathy', 'Cardiac conduction disorders', 'Bundle branch block', 'Cardiac defibrillator in situ', 'Cardiac dysrhythmias', 'Atrial flutter', 'Palpitations', 'Congestive heart failure; nonhypertensive', 'Congestive heart failure (CHF) NOS', 'Heart failure with reduced EF [Systolic or combined heart failure]', 'Other disorders of circulatory system', 'Circulatory disease NEC', 'Pneumonia', 'Pneumococcal pneumonia', 'Asthma', 'Asthma with exacerbation', 'Chronic airway obstruction', 'Empyema and pneumothorax', 'Respiratory failure, insufficiency, arrest', 'Respiratory failure', 'Diseases of hard tissues of teeth', 'Dental caries', 'Leukoplakia of oral mucosa', 'Dysphagia', 'Gastrointestinal hemorrhage', 'Chronic renal failure [CKD]', 'Chronic Kidney Disease, Stage III', 'Other disorders of urethra and urinary tract', 'Urethral hypermobility/ISD', 'Acute prostatitis', 'Chronic prostatitis', 'Benign mammary dysplasias', 'Cystic mastopathy', 'Pelvic inflammatory disease (PID)', 'Disorders of uterus, NEC', 'Other hypertrophic and atrophic conditions of skin', 'Other specified diseases of hair and hair follicles', 'Diseases of sebaceous glands', 'Decubitus ulcer', 'Diffuse diseases of connective tissue', 'Fasciitis', 'Hallux rigidus', 'Osteoarthrosis NOS', 'Myalgia and myositis unspecified', 'Cramp of limb', 'Facial weakness', 'Syncope and collapse', 'Nausea and vomiting', 'Fracture of humerus', 'Adverse effects of sedatives or other central nervous system depressants and anesthetics']",5 -B_4002,3,3,"[0.04808, 0.02199, 0.04753, 0.0393, 0.03072, 0.04793, 0.0207, 0.01734, 0.01881, 0.03798, 0.04506, 0.03041, 0.02486, 0.0003372, 0.008524, 0.02136, 9.635e-05, 0.009032, 0.02925, 0.02303, 0.009886, 0.006484, 0.03075, 0.002579, 0.00141, 0.002374, 0.03146, 0.01284, 0.02664, 2.314e-05, 8.718e-06, 0.04994, 0.03857, 0.03274, 0.009288, 0.001303, 0.01474, 0.02714, 0.01618, 0.002126, 0.02787, 0.03007, 0.0164, 0.04728, 0.04177, 0.0344, 0.04787, 0.004638, 0.01543, 0.01546, 0.04908, 0.02887, 0.04757, 0.01963, 0.001349, 0.00685, 0.006956, 0.02774]","[0.545, 1.433, 3.273, 2.382, 1.76, 2.489, 2.472, 2.44, 1.781, 3.472, 2.325, 2.491, 1.709, 1.994, 1.723, 1.528, 1.943, 1.783, 1.798, 2.186, 1.397, 1.644, 2.492, 1.712, 1.791, 2.758, 1.372, 3.652, 1.44, 2.442, 2.864, 2.476, 2.244, 1.471, 2.016, 2.167, 2.315, 3.154, 1.597, 2.443, 2.241, 3.086, 0.479, 0.315, 1.445, 1.762, 2.493, 3.745, 1.504, 1.568, 1.307, 3.727, 1.975, 1.769, 2.194, 1.905, 1.704, 2.527]","['Cancer of larynx, pharynx, nasal cavities', 'Benign neoplasm of colon', 'Benign neoplasm of adrenal gland', 'Other disorders of pancreatic internal secretion', 'Iron deficiency anemia secondary to blood loss (chronic)', 'Other CNS infection and poliomyelitis', 'Torsion dystonia', 'Infantile cerebral palsy', 'Encephalopathy, not elsewhere classified', 'Corneal degenerations', 'Other disorders of tympanic membrane', 'Perforation of tympanic membrane', 'Hypertensive heart disease', 'Other hypertensive complications', 'Angina pectoris', 'Other chronic ischemic heart disease, unspecified', 'Other forms of chronic heart disease', 'Atrial flutter', 'Heart transplant/surgery', 'Intracerebral hemorrhage', 'Cerebrovascular disease', 'Occlusion and stenosis of precerebral arteries', 'Occlusion of cerebral arteries, with cerebral infarction', 'Cerebral ischemia', 'Transient cerebral ischemia', 'Atherosclerosis of renal artery', 'Hypotension', 'Iatrogenic hypotension', 'Hypotension NOS', 'Other disorders of circulatory system', 'Circulatory disease NEC', 'Postnasal drip', 'Bronchopneumonia and lung abscess', 'Acute bronchitis and bronchiolitis', 'Pneumonitis due to inhalation of food or vomitus', 'Respiratory insufficiency', 'Diseases of the salivary glands', 'Duodenitis', 'Ascites (non malignant)', 'Cyst of kidney, acquired', 'Gross hematuria', 'Noninflammatory disorders of ovary, fallopian tube, and broad ligament', 'Erythematous conditions', 'Lupus (localized and systemic)', 'Other arthropathies', 'Displacement of intervertebral disc', 'Other and unspecified disorders of back', 'Disorders of muscle, ligament, and fascia', 'Osteoarthritis; localized', 'Osteoarthrosis, localized, primary', 'Edema', 'Elevated cancer antigen 125 [CA 125]', 'Malaise and fatigue', 'Fracture of radius and ulna', 'Internal derangement of knee', 'Hemorrhage or hematoma complicating a procedure', 'Open wounds of head; neck; and trunk', 'Non-healing surgical wound']",5 -C_0704,2,4,"[0.00272, 0.0382, 0.03212, 0.0422, 0.03485, 0.02848, 0.01676, 0.01666, 0.03106, 0.03407, 0.03905, 0.04267, 0.04568, 0.04391, 0.04553, 0.03352, 0.03528, 0.03499, 0.03497, 0.01904, 0.03793, 0.02721, 0.01962, 0.000107, 0.0004243, 0.01403, 0.04568, 0.03749, 0.02498, 0.04057, 0.03675, 0.04861, 0.01381, 0.009745, 0.006155, 0.01854, 0.04675, 0.04054, 0.03393, 0.04565, 0.002804, 0.01035, 0.01817, 0.02227, 0.03918, 0.01465, 0.001218, 0.0324, 0.01535, 0.03509, 0.04758, 0.04737, 0.0001701, 0.0369, 0.004922, 0.03329, 0.01252, 0.01628, 0.03911, 0.01406, 0.02382, 0.01091, 0.01321, 0.00509, 0.02756, 0.04259, 0.04926, 0.005061, 0.002134, 0.04893, 0.0442, 0.04418, 0.02521, 0.03067]","[2.209, 1.827, 1.731, 2.911, 1.548, 3.171, 1.949, 2.581, 1.578, 1.232, 1.259, 2.903, 1.439, 1.329, 1.929, 1.483, 2.078, 2.299, 1.599, 1.908, 1.402, 1.517, 1.925, 3.523, 2.08, 1.442, 1.352, 1.384, 2.097, 2.609, 1.461, 0.594, 2.365, 1.666, 1.591, 3.542, 1.476, 1.388, 1.532, 2.195, 2.718, 1.7, 1.711, 1.591, 2.636, 1.63, 2.122, 0.44, 0.334, 0.121, 1.334, 1.286, 2.119, 0.227, 3.079, 1.816, 2.068, 1.577, 1.298, 1.593, 1.652, 1.903, 2.911, 1.744, 1.809, 2.589, 2.821, 2.084, 0.446, 0.37, 0.133, 0.567, 0.531, 0.543]","['Cancer of esophagus', 'Cervical intraepithelial neoplasia [CIN] [Cervical dysplasia]', 'Malignant neoplasm of uterus', 'Neuroendocrine tumors', 'Nontoxic multinodular goiter', 'Exophthalmos', 'Other disorders of thyroid', 'Abnormal results of function study of thyroid', 'Vitamin B-complex deficiencies', 'Mixed hyperlipidemia', 'Anxiety disorder', 'Corneal degenerations', 'Open-angle glaucoma', 'Disorders of refraction and accommodation; blindness and low vision', 'Astigmatism', 'Rheumatic disease of the heart valves', 'Mitral valve stenosis and aortic valve stenosis', 'Nonrheumatic pulmonary valve disorders', 'Bundle branch block', 'Left bundle branch block', 'Cardiac pacemaker in situ', 'Atrial flutter', 'Cardiac arrest and ventricular fibrillation', 'Ventricular fibrillation and flutter', 'Premature beats', 'Occlusion and stenosis of precerebral arteries', 'Cerebral ischemia', 'Transient cerebral ischemia', 'Cerebral aneurysm', 'Acute vascular insufficiency of intestine', 'Acute pharyngitis', 'Septal Deviations/Turbinate Hypertrophy', 'Chronic laryngitis', 'Obstructive chronic bronchitis', 'Pulmonary congestion and hypostasis', 'Eosinophilic esophagitis', 'Irritable Bowel Syndrome', 'Other disorders of intestine', 'Other disorders of liver', 'Chronic pancreatitis', 'Endometriosis', 'Genital prolapse', 'Prolapse of vaginal walls', 'Noninflammatory female genital disorders', 'Noninflammatory disorders of vulva and perineum', 'Pain and other symptoms associated with female genital organs', 'Ovarian cyst', 'Lupus (localized and systemic)', 'Systemic lupus erythematosus', 'Chronic osteomyelitis', 'Spondylosis without myelopathy', 'Intervertebral disc disorders', 'Displacement of intervertebral disc', 'Bursitis', 'Disorders of muscle, ligament, and fascia', 'Hammer toe (acquired)', 'Hallux valgus (Bunion)', 'Senile osteoporosis', 'Osteopenia or other disorder of bone and cartilage', 'Genitourinary congenital anomalies', 'Congenital anomalies of urinary system', 'Cystic kidney disease', 'Obstructive genitourinary defect', 'Thoracic or lumbosacral neuritis or radiculitis, unspecified', 'Musculoskeletal symptoms referable to limbs', 'Pallor and flushing', 'Elevated cancer antigen 125 [CA 125]', 'Malaise and fatigue', 'Fracture of lower limb', 'Fracture of tibia and fibula', 'Fracture of pelvis', 'Fracture of unspecified bones', 'Poisoning by primarily systemic agents', 'Antineoplastic and immunosuppressive drugs causing adverse effects']",5 -DPA1_0202,4,3,"[0.02717, 0.01033, 0.03684, 0.03421, 0.02315, 0.01813, 0.03356, 0.04438, 0.04623, 0.001888, 0.02376, 0.03553, 0.04808, 0.03623, 0.03238, 0.03805, 0.01202, 0.0403, 0.01718, 0.02454, 0.03928, 0.02532, 0.03071, 0.04637, 0.04197, 0.02138, 0.02658, 0.02941, 0.004172, 0.0497, 0.01654, 0.008202, 0.03787, 0.04359, 0.03852, 0.02548, 0.002146, 0.0418, 0.02154, 0.03683, 0.0454, 0.01739, 0.04009, 0.04613, 0.0244, 0.01714, 0.02763, 0.008687, 0.02136, 0.0237, 0.00206, 0.04619, 0.04724, 0.01086, 0.03085, 0.009892, 0.03854, 0.03485, 0.02549, 0.01411, 0.01239, 0.04329, 0.01774, 0.02813, 0.02506, 0.0353, 5.935e-05, 0.04037, 0.04649]","[0.367, 1.372, 1.545, 1.289, 1.541, 2.077, 1.544, 1.485, 0.797, 2.46, 2.156, 0.121, 1.753, 0.122, 1.767, 1.34, 1.608, 1.544, 0.763, 0.712, 0.589, 0.609, 0.689, 1.371, 1.451, 1.292, 1.776, 1.362, 2.023, 1.342, 2.106, 0.749, 1.446, 0.783, 0.763, 1.895, 1.907, 1.287, 1.629, 1.53, 0.403, 0.651, 0.6, 2.145, 1.335, 1.437, 2.209, 2.348, 1.419, 1.421, 1.674, 1.728, 0.366, 1.303, 2.61, 2.732, 2.491, 1.767, 2.356, 2.349, 2.516, 1.397, 2.022, 0.778, 1.543, 2.122, 4.237, 0.232, 0.698]","['Gram positive septicemia', 'Postoperative infection', 'Cancer of stomach', 'Colorectal cancer', 'Acquired absence of breast', 'Cancer of eye', 'Secondary malignant neoplasm of skin', 'Myeloid leukemia', 'Benign neoplasm of colon', 'Benign neoplasm of eye', 'Toxic multinodular goiter', 'Other disorders of pancreatic internal secretion', 'Anterior pituitary disorders', 'Adrenal hyperfunction', 'Other endocrine disorders', 'Lack of normal physiological development', 'Failure to thrive (childhood)', 'Lack of normal physiological development, unspecified', 'Anemia of chronic disease', 'Anemia in neoplastic disease', 'Secondary thrombocytopenia', 'Memory loss', 'Swelling, mass, or lump in head and neck [Space-occupying lesion, intracranial NOS]', 'Other cerebral degenerations', 'Hydrocephalus', 'Other retinal disorders', 'Cystoid macular degeneration of retina', 'Open-angle glaucoma', 'Uveitis, noninfectious or NOS', 'Other disorders of eyelids', 'Ectropion or entropion', 'Dizziness and giddiness (Light-headedness and vertigo)', 'Premature beats', 'Hypotension NOS', 'Chronic sinusitis', ""Barrett's esophagus"", 'Ileostomy status', 'Cholelithiasis and cholecystitis', 'Cholecystitis without cholelithiasis', 'Other disorders of biliary tract', 'Hematemesis', 'Nephritis; nephrosis; renal sclerosis', 'Nephritis and nephropathy without mention of glomerulonephritis', 'Chronic interstitial cystitis', 'Other disorders of bladder', 'Functional disorders of bladder', 'Dyspareunia', 'Disorders of sweat glands', 'Osteomyelitis, periostitis, and other infections involving bone', 'Osteomyelitis', 'Unspecified osteomyelitis', 'Pyogenic arthritis', 'Spondylosis with myelopathy', 'Osteoarthritis; localized', 'Stress fracture', 'Congenital anomalies of the eye', 'Spondylolisthesis, congenital', 'Congenital anomalies of limbs', 'Congenital deformities of feet', 'Other congenital anomalies of lower limb, including pelvic girdle', 'Congenital hip dysplasia and deformity', 'Spasm of muscle', 'Abnormal posture', 'Syncope and collapse', 'Fracture of tibia and fibula', 'Traumatic arthropathy', 'Posttraumatic wound infection not elsewhere classified', 'Traumatic and surgical subcutaneous emphysema', 'Antineoplastic and immunosuppressive drugs causing adverse effects']",5 -DQA1_0103,2,3,"[0.0255, 0.03135, 0.04301, 0.03575, 0.02917, 0.005605, 0.04848, 0.02487, 0.04382, 0.01373, 0.03175, 0.01112, 0.01494, 0.02095, 0.005437, 0.03503, 0.0016, 1.911e-06, 0.01478, 0.02039, 0.02128, 0.04888, 0.03836, 0.02697, 0.04716, 0.009761, 0.02231, 0.02433, 0.02283, 0.006615, 0.03965, 0.02743, 0.009537, 0.04935, 0.03236, 0.04557, 0.006516, 0.005826, 4.444e-05, 0.04913, 0.02651, 0.01216, 0.04877, 0.01705, 0.01302, 0.02476, 0.03929, 0.02171, 0.002413, 0.04894, 0.004615, 0.00146, 0.01789, 0.01455, 0.01509, 0.04567, 0.008133, 0.00572, 0.02011, 0.03874, 0.03566, 0.0158, 0.01444, 0.04218, 0.03367, 0.01375, 0.008775, 0.001425, 0.04769, 0.0238, 0.01678, 0.0368, 0.0196, 0.00687, 0.006512, 0.03225, 0.03274, 0.04642, 0.005228, 0.01414, 0.02541, 0.01735, 0.04132, 0.03487, 0.03031, 0.03116, 0.02003, 0.03139, 0.03155, 0.04521, 0.0238, 0.01584, 0.03885, 0.01393, 0.03734, 0.04237, 0.006768, 0.03439, 0.01621]","[1.879, 1.231, 1.223, 0.736, 0.615, 0.516, 1.388, 0.557, 0.8, 0.802, 0.786, 1.51, 1.213, 1.367, 1.468, 0.44, 0.847, 0.335, 0.086, 0.097, 0.098, 0.313, 0.892, 0.8, 0.769, 0.552, 1.108, 1.107, 1.138, 1.494, 0.794, 0.59, 0.817, 0.857, 0.771, 1.864, 1.745, 1.297, 1.888, 0.883, 1.324, 0.832, 0.242, 1.574, 1.339, 1.495, 1.451, 0.586, 0.671, 0.365, 0.275, 0.546, 0.55, 0.496, 0.66, 1.19, 1.588, 0.283, 1.218, 1.588, 0.806, 0.658, 0.643, 0.512, 1.78, 1.332, 0.781, 0.703, 0.135, 1.224, 1.27, 1.185, 1.186, 1.26, 1.617, 1.54, 1.726, 1.813, 1.679, 1.44, 1.483, 2.195, 1.2, 1.143, 1.481, 1.546, 1.338, 1.392, 0.778, 0.534, 0.415, 0.088, 0.725, 0.59, 0.384, 0.707, 0.252, 2.138, 0.586]","['Herpes zoster with nervous system complications', 'Dermatophytosis / Dermatomycosis', 'Dermatophytosis', 'Cancer of mouth', 'Cancer of tongue', 'Cancer of oropharynx', 'Cancer of stomach', 'Cervical intraepithelial neoplasia [CIN] [Cervical dysplasia]', 'Cancer of urinary organs (incl. kidney and bladder)', 'Cancer, suspected or other', 'Malignant neoplasm, other', 'Lymphoid leukemia, acute', 'Benign neoplasm of skin', 'Benign neoplasm of brain and other parts of nervous system', 'Benign neoplasm of brain, cranial nerves, meninges', 'Secondary diabetes mellitus', 'Diabetes mellitus', 'Type 1 diabetes', 'Type 1 diabetes with ketoacidosis', 'Type 1 diabetes with renal manifestations', 'Type 1 diabetes with ophthalmic manifestations', 'Type 1 diabetes with neurological manifestations', 'Type 2 diabetes', 'Other abnormal glucose', 'severe protein-calorie malnutrition', 'Short stature', 'Disorders of lipoid metabolism', 'Hyperlipidemia', 'Mixed hyperlipidemia', 'Hypocalcemia', 'Fluid overload', 'Other immunological findings', 'Purpura and other hemorrhagic conditions', 'Thrombocytopenia', 'Swelling, mass, or lump in head and neck [Space-occupying lesion, intracranial NOS]', 'Obsessive-compulsive disorders', 'Retinal detachment with retinal defect', 'Visual disturbances', 'Diplopia and disorders of binocular vision', 'Pleurisy; pleural effusion', 'Peptic ulcer (excl. esophageal)', 'Dysphagia', 'Duodenitis', 'Umbilical hernia', 'Inflammatory bowel disease and other gastroenteritis and colitis', 'Ulcerative colitis', 'Cholangitis', 'Acute pancreatitis', 'Nephritis; nephrosis; renal sclerosis', 'Proliferative glomerulonephritis', 'Nephrotic syndrome without mention of glomerulonephritis', 'Nephritis and nephropathy without mention of glomerulonephritis', 'Nephritis and nephropathy in diseases classified elsewhere', 'Nephritis and nephropathy with pathological lesion', 'Renal failure NOS', 'Urinary incontinence', 'Other disorders of male genital organs', 'Noninflammatory disorders of vagina', 'Symptomatic menopause', 'Need for Hormone replacement therapy (postmenopausal)', 'Erythematous conditions', 'Lupus (localized and systemic)', 'Systemic lupus erythematosus', 'Corns and callosities', 'Keloid scar', 'Sebaceous cyst', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Ankylosing spondylitis', 'Spinal stenosis', 'Spinal stenosis of lumbar region', 'Spondylosis and allied disorders', 'Intervertebral disc disorders', 'Degeneration of intervertebral disc', 'Postlaminectomy syndrome', 'Ganglion and cyst of synovium, tendon, and bursa', 'Contracture of tendon (sheath)', 'Disorders of muscle, ligament, and fascia', 'Malunion and nonunion of fracture', 'Acquired toe deformities', 'Hammer toe (acquired)', 'Hallux rigidus', 'Osteoarthrosis, localized, primary', 'Osteoarthrosis NOS', 'Derangement of joint, non-traumatic', 'Other derangement of joint', 'Thoracic or lumbosacral neuritis or radiculitis, unspecified', 'Sciatica', 'Swelling of limb', 'Elevated sedimentation rate', 'Elevated C-reactive protein (CRP)', 'Gangrene', 'Abnormal Papanicolaou smear of cervix and cervical HPV', 'Papanicolaou smear of cervix or vagina with atypical squamous cells', 'Elevated carcinoembryonic antigen [CEA]', 'Complications of transplants and reattached limbs', 'Non-healing surgical wound', 'Posttraumatic wound infection not elsewhere classified', 'Systemic inflammatory response syndrome (SIRS)']",5 -DQB1_0502,2,2,"[0.005053, 0.0297, 0.01563, 0.03265, 0.01882, 0.02588, 0.02118, 0.04516, 0.003632, 0.03715, 0.005241, 0.00329, 0.0336, 0.002252, 0.03912, 0.03678, 0.02874, 0.03909, 0.001224, 0.01254, 0.04622, 0.01097, 0.005677, 0.02449, 0.00283, 0.02859, 0.04741, 0.04326, 0.04259, 0.01225, 0.02577, 0.0172, 0.01932, 0.006024, 0.003765, 0.01689, 0.0129, 0.01523, 0.02273, 0.04455, 0.01805, 0.0001595, 0.03283, 0.03767, 0.0303, 0.03925, 0.006178, 0.01204, 0.01822, 0.04038, 0.0386, 0.006179, 0.04121]","[3.317, 2.511, 2.148, 1.692, 1.442, 2.155, 0.099, 2.329, 4.68, 2.637, 1.395, 1.452, 1.523, 4.237, 2.929, 0.803, 0.538, 2.932, 1.762, 1.879, 3.346, 1.841, 2.852, 2.28, 4.142, 2.364, 0.82, 0.7, 1.366, 2.955, 1.583, 2.56, 2.258, 2.982, 3.177, 0.464, 0.409, 2.139, 1.537, 1.79, 1.989, 6.18, 2.206, 2.619, 0.553, 2.608, 4.247, 3.758, 3.005, 2.23, 1.485, 1.608, 2.367]","['Cancer of major salivary glands', 'Cancer of of nasal cavities', 'Malignant neoplasm of ovary', 'Secondary malignant neoplasm of digestive systems', 'Neoplasm of uncertain behavior', 'Benign neoplasm of other endocrine glands and related structures', 'Type 1 diabetes', 'Adrenal hyperfunction', 'Hyperaldosteronism', 'Other specified disorders of plasma protein metabolism', 'Overweight, obesity and other hyperalimentation', 'Obesity', 'Morbid obesity', 'Localized adiposity', 'Non-autoimmune hemolytic anemias', 'Other anemias', 'Anemia in neoplastic disease', 'Defibrination syndrome', 'Other conditions of brain', 'Cerebral edema and compression of brain', 'Cerebral cysts', 'Encephalopathy, not elsewhere classified', 'Drusen (degenerative) of retina', 'Astigmatism', 'Epiphora', 'Nonrheumatic tricuspid valve disorders', 'Cardiac dysrhythmias', 'Tachycardia NOS', 'Acute sinusitis', 'Acute laryngitis and tracheitis', 'Septal Deviations/Turbinate Hypertrophy', 'Chronic laryngitis', 'Bronchitis', 'Disorders of tooth development', 'Disturbances in tooth eruption', 'Gastritis and duodenitis', 'Noninfectious gastroenteritis', 'Symptoms involving digestive system', 'Ascites (non malignant)', 'Cystitis and urethritis', 'Cystitis', 'Chronic cystitis', 'Symptomatic artificial menopause', 'Congenital anomalies of skin', 'Erythematous conditions', 'Keloid scar', 'Other and unspecified disc disorder', 'Osteoarthrosis involving more than one site, but not specified as generalized', 'Congenital musculoskeletal deformities of spine', 'Symptoms of the muscles', 'Muscle weakness', 'Sprains and strains', 'Non-healing surgical wound']",5 -DQB1_0603,2,3,"[0.01223, 0.01942, 0.02344, 0.03579, 0.02374, 0.004143, 0.04967, 0.03805, 0.0003364, 1.529e-05, 0.01564, 0.02103, 0.02168, 0.04969, 0.005956, 0.03057, 0.04753, 0.04391, 0.03569, 0.03836, 0.01365, 0.003047, 0.03773, 0.03946, 0.01159, 0.04208, 0.04346, 0.005143, 0.02832, 0.04047, 0.03797, 0.0348, 0.03781, 0.03735, 4.994e-05, 0.04904, 0.04775, 0.01912, 0.04098, 0.03005, 0.02905, 0.02581, 0.01705, 0.04389, 0.009789, 0.0225, 0.04087, 0.006943, 0.02365, 0.02108, 0.02452, 0.03253, 0.03462, 0.03249, 0.0419, 0.000364, 0.005061, 8.749e-05, 0.007651, 0.002968, 0.03475, 0.005704, 0.01194, 0.01117, 0.01341, 0.04776, 0.04503, 0.02744, 0.03585, 0.001151, 0.0001724, 0.01529, 0.005438, 0.01582, 0.02631, 0.0496, 0.03676, 0.02724, 0.04426, 0.02398, 0.01288, 0.01193, 0.02655, 0.01817, 0.01336, 0.02194, 0.007381, 0.03436, 0.00537, 0.02773, 0.04575, 0.009367, 0.02983]","[0.558, 0.794, 0.799, 0.791, 0.816, 1.254, 2.015, 0.445, 0.827, 0.394, 0.088, 0.098, 0.099, 0.314, 0.857, 0.789, 0.82, 0.744, 0.68, 0.717, 0.692, 1.544, 0.791, 0.583, 0.529, 0.72, 0.68, 0.801, 0.839, 0.82, 0.825, 0.75, 1.556, 1.223, 1.887, 0.662, 0.485, 2.029, 0.695, 1.215, 0.277, 1.487, 1.625, 0.879, 0.844, 0.833, 1.299, 1.395, 1.545, 1.316, 1.777, 0.513, 1.384, 1.472, 0.629, 0.613, 0.279, 0.437, 0.49, 0.381, 1.202, 1.621, 0.349, 1.768, 1.234, 0.362, 0.71, 1.819, 0.485, 0.73, 0.652, 1.194, 1.269, 1.544, 1.565, 1.669, 1.866, 1.528, 1.984, 1.223, 1.562, 1.651, 2.231, 0.184, 1.27, 1.335, 1.798, 1.843, 2.546, 1.519, 0.459, 2.467, 0.623]","['Cancer of oropharynx', 'Cancer within the respiratory system', 'Cancer of bronchus; lung', 'Cancer of urinary organs (incl. kidney and bladder)', 'Cancer, suspected or other', 'Benign neoplasm of skin', 'Benign neoplasm of adrenal gland', 'Secondary diabetes mellitus', 'Diabetes mellitus', 'Type 1 diabetes', 'Type 1 diabetes with ketoacidosis', 'Type 1 diabetes with renal manifestations', 'Type 1 diabetes with ophthalmic manifestations', 'Type 1 diabetes with neurological manifestations', 'Type 2 diabetes', 'Insulin pump user', 'Other abnormal glucose', 'Polyneuropathy in diabetes', 'Diabetic retinopathy', 'Vitamin B-complex deficiencies', 'Proteinuria', 'Hypocalcemia', 'Fluid overload', 'Other disorders of metabolism', 'Other immunological findings', 'Other deficiency anemia', 'Megaloblastic anemia', 'Purpura and other hemorrhagic conditions', 'Thrombocytopenia', 'Other specified nonpsychotic and/or transient mental disorders', 'Altered mental status', 'Substance addiction and disorders', 'Retinal detachment with retinal defect', 'Visual disturbances', 'Diplopia and disorders of binocular vision', 'Disorders of optic nerve and visual pathways', 'Optic neuritis/neuropathy', 'Disorders of iris and ciliary body', 'Conductive hearing loss', 'Other chronic ischemic heart disease, unspecified', 'Arterial embolism and thrombosis of lower extremity artery', 'Varicose veins of lower extremity', 'Varicose veins of lower extremity, symptomtic', 'Pleurisy; pleural effusion', 'Respiratory failure, insufficiency, arrest', 'Respiratory failure', 'Peptic ulcer (excl. esophageal)', 'Inguinal hernia', 'Umbilical hernia', 'Inflammatory bowel disease and other gastroenteritis and colitis', 'Ulcerative colitis (chronic)', 'Peritoneal adhesions (postoperative) (postinfection)', 'Liver replaced by transplant', 'Cholangitis', 'Acute pancreatitis', 'Nephritis; nephrosis; renal sclerosis', 'Nephrotic syndrome without mention of glomerulonephritis', 'Nephritis and nephropathy without mention of glomerulonephritis', 'Nephritis and nephropathy in diseases classified elsewhere', 'Nephritis and nephropathy with pathological lesion', 'Urinary incontinence', 'Other disorders of male genital organs', 'Noninflammatory disorders of vagina', 'Polyp of female genital organs', 'Symptomatic menopause', 'Problems associated with amniotic cavity and membranes', 'Disorder of skin and subcutaneous tissue NOS', 'Keloid scar', 'Acute osteomyelitis', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Intervertebral disc disorders', 'Degeneration of intervertebral disc', 'Postlaminectomy syndrome', 'Ganglion and cyst of synovium, tendon, and bursa', 'Contracture of tendon (sheath)', 'Disorders of muscle, ligament, and fascia', 'Malunion and nonunion of fracture', 'Hallux rigidus', 'Osteoarthrosis, localized, primary', 'Derangement of joint, non-traumatic', 'Other derangement of joint', 'Spondylolisthesis, congenital', 'Gangrene', 'Fracture of upper limb', 'Fracture of radius and ulna', 'Fracture of clavicle or scapula', 'Subarachnoid hemorrhage (injury)', 'Muscle/tendon sprain', 'Rotator cuff (capsule) sprain', 'Non-healing surgical wound', 'Posttraumatic wound infection not elsewhere classified', 'Systemic inflammatory response syndrome (SIRS)']",5 -DRB1_0103,4,2,"[0.01848, 0.01202, 0.04756, 0.03275, 0.002795, 0.01723, 0.007006, 0.001224, 0.04724, 0.04315, 0.01574, 0.03578, 0.04607, 0.03066, 0.002782, 0.002167, 0.007611, 0.02492, 0.001076, 0.007908, 0.001871, 0.0314, 0.001406, 0.0003767, 0.01921, 0.005177, 0.01732, 0.03721, 0.03712, 0.01686, 0.0163, 0.006463, 0.02016, 0.03388, 0.02115, 0.003594, 0.006538, 0.012, 0.04775, 0.04807, 0.006507, 0.01894, 0.04194, 0.03234, 0.02426, 0.000924, 0.02885, 0.02141, 0.009134, 0.03554, 0.03543, 7.356e-06, 0.0005361, 0.002991, 0.01556, 0.01353, 0.03247, 0.003362, 8.346e-06, 2.949e-05, 0.04862, 0.01468, 0.01713, 0.03506, 0.01653, 0.005485, 0.001302, 0.004687, 0.0273, 0.03604, 0.01383, 0.01419, 0.003311, 0.006479, 0.002423, 0.04372, 0.03859, 0.001458, 0.04066, 0.02523, 0.01436, 0.01132, 0.03542, 0.04669, 0.02457, 0.02589, 0.02392, 0.01107, 0.04648, 0.03493, 0.02292, 0.02163, 0.04599, 0.01893, 0.005234, 0.01216]","[1.727, 1.725, 1.734, 1.492, 4.09, 1.375, 2.087, 1.551, 1.378, 1.387, 0.581, 2.994, 2.517, 1.331, 4.161, 4.333, 1.44, 1.626, 1.774, 1.887, 1.704, 1.857, 1.612, 1.781, 2.99, 3.75, 1.243, 1.67, 2.627, 3.494, 3.583, 2.359, 2.348, 2.08, 3.341, 3.157, 0.518, 0.425, 0.488, 1.357, 1.612, 2.017, 1.584, 2.338, 1.465, 2.181, 2.525, 1.411, 2.473, 2.658, 0.703, 2.393, 2.362, 2.442, 2.789, 3.163, 2.318, 1.744, 3.237, 2.233, 2.053, 1.551, 1.791, 1.931, 3.056, 1.329, 1.462, 1.938, 1.639, 1.309, 2.161, 2.458, 2.026, 3.194, 1.955, 1.831, 1.86, 1.685, 3.428, 1.643, 1.723, 2.136, 0.629, 0.608, 2.022, 3.201, 1.472, 1.935, 1.81, 1.206, 1.696, 2.668, 2.32, 3.409, 3.712, 2.907]","['Bacterial enteritis', 'Streptococcus infection', 'Herpes zoster', 'Postoperative infection', 'Aspergillosis', 'Other non-epithelial cancer of skin', 'Basal cell carcinoma', 'Neoplasm of uncertain behavior of skin', 'Breast cancer [female]', 'Malignant neoplasm of female breast', 'Cancer, suspected or other', 'Benign neoplasm of ovary', 'Abnormal results of function study of thyroid', 'Protein-calorie malnutrition', 'Crystal arthropathies', 'Chondrocalcinosis', 'Disorders of mineral metabolism', 'Disorders of magnesium metabolism', 'Disorders of calcium/phosphorus metabolism', 'Disorders of phosphorus metabolism', 'Morbid obesity', 'Abnormal weight gain', 'Iron deficiency anemias', 'Iron deficiency anemias, unspecified or not due to blood loss', 'Hereditary hemolytic anemias', 'Other hereditary hemolytic anemias', 'Other anemias', 'Anemia in chronic kidney disease', 'Diseases of spleen', 'Abnormality of red blood cells', 'Dementia with cerebral degenerations', 'Aphasia', 'Alcoholic liver damage', 'Other demyelinating diseases of central nervous system', 'Nystagmus and other irregular eye movements', 'Pain, swelling or discharge of eye', 'Otitis media and Eustachian tube disorders', 'Otitis media', 'Suppurative and unspecified otitis media', 'Pulmonary heart disease', 'Chronic pulmonary heart disease', 'Primary pulmonary hypertension', 'Carditis', 'First degree AV block', 'Arrhythmia (cardiac) NOS', 'Heart transplant/surgery', 'Subarachnoid hemorrhage', 'Hypotension NOS', 'Reflux esophagitis', 'Hemorrhage from gastrointestinal ulcer', 'Dysphagia', 'Inflammatory bowel disease and other gastroenteritis and colitis', 'Regional enteritis', 'Ulcerative colitis', 'Ulcerative colitis (chronic)', 'Ulceration of intestine', 'Intestinal malabsorption (non-celiac)', 'Noninfectious gastroenteritis', 'Ileostomy status', 'Anal and rectal conditions', 'Peritoneal adhesions (postoperative) (postinfection)', 'Other disorders of intestine', 'Gastrointestinal complications', 'Glomerulonephritis', 'Renal sclerosis, NOS', 'Renal failure', 'Acute renal failure', 'Renal failure NOS', 'Chronic Kidney Disease, Stage IV', 'Other disorders of the kidney and ureters', 'Stricture/obstruction of ureter', 'Secondary hyperparathyroidism (of renal origin)', 'Pyelonephritis', 'Urinary complications NEC', 'Pain and other symptoms associated with female genital organs', 'Erythematosquamous dermatosis', 'Seborrheic dermatitis', 'Other hypertrophic and atrophic conditions of skin', 'Abnormal granulation tissue', 'Osteomyelitis, periostitis, and other infections involving bone', 'Osteomyelitis', 'Chronic osteomyelitis', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Other inflammatory spondylopathies', 'Ankylosing spondylitis', 'Symptoms and disorders of the joints', 'Stiffness of joint', 'Cystic kidney disease', 'Abdominal pain', 'Fracture of radius and ulna', ""Colles' fracture"", 'Complication of colostomy or enterostomy', 'Poisoning by agents primarily affecting blood constituents', 'Opiates and related narcotics causing adverse effects in therapeutic use', 'Poisoning by water, mineral, and uric acid metabolism drugs']",5 -DRB1_1301,2,3,"[0.04312, 0.005656, 0.02501, 0.04107, 0.02899, 0.0167, 0.0414, 0.008426, 0.01184, 0.02446, 0.005955, 2.157e-05, 0.01963, 0.02772, 0.02858, 0.03076, 0.03728, 0.04377, 0.02451, 0.02756, 0.008623, 0.04956, 0.02124, 0.003571, 0.02154, 0.02183, 0.01635, 0.01417, 1.142e-05, 0.04498, 0.02515, 0.02763, 0.0498, 0.04854, 0.04765, 0.0445, 0.0403, 0.03703, 0.03726, 0.02726, 0.03379, 0.04253, 0.01373, 0.01272, 0.001687, 0.009814, 0.0003596, 0.01416, 0.004241, 0.0308, 0.03962, 0.03723, 0.02864, 0.04525, 0.009734, 0.006794, 0.04875, 0.02961, 0.00952, 0.02153, 0.04784, 0.02554, 0.04786, 0.03649, 0.02296, 0.03617, 0.04345, 0.003845, 0.0002415, 0.01358, 0.01296, 0.02302, 0.01317, 0.001697, 0.008653, 0.02506, 0.04463, 0.01499, 0.005442, 0.0184, 0.04892, 0.02497, 0.03449, 0.03745, 0.02231, 0.02831, 0.02367, 0.026, 0.03746, 0.04849, 0.03778, 0.02352, 0.01286, 0.01487, 0.03838, 0.04117]","[1.227, 0.489, 0.786, 0.791, 0.545, 0.798, 0.579, 1.242, 1.44, 2.233, 0.86, 0.377, 0.096, 0.109, 0.11, 0.795, 0.702, 0.633, 1.112, 1.109, 1.496, 0.589, 0.55, 0.785, 0.825, 0.83, 1.681, 1.276, 2.009, 1.205, 1.357, 0.607, 1.873, 0.693, 1.205, 0.307, 0.494, 1.318, 0.853, 0.397, 1.32, 1.719, 1.47, 1.577, 0.643, 0.308, 0.464, 0.508, 0.376, 0.682, 1.242, 1.302, 1.218, 1.191, 1.601, 0.253, 0.137, 1.67, 1.255, 1.686, 0.69, 0.483, 0.808, 0.466, 1.88, 1.294, 0.479, 0.748, 0.644, 1.258, 1.296, 1.212, 1.207, 1.319, 1.621, 1.591, 1.71, 2.068, 1.706, 2.232, 1.14, 1.523, 1.561, 2.185, 1.349, 1.42, 0.103, 0.609, 0.346, 1.298, 1.625, 2.247, 0.282, 2.398, 1.894, 0.629]","['Dermatophytosis / Dermatomycosis', 'Cancer of oropharynx', 'Melanomas of skin, dx or hx', 'Melanomas of skin', 'Cervical intraepithelial neoplasia [CIN] [Cervical dysplasia]', 'Cancer, suspected or other', 'Nodular lymphoma', 'Benign neoplasm of skin', 'Benign neoplasm of brain, cranial nerves, meninges', 'Benign neoplasm of adrenal gland', 'Diabetes mellitus', 'Type 1 diabetes', 'Type 1 diabetes with ketoacidosis', 'Type 1 diabetes with renal manifestations', 'Type 1 diabetes with ophthalmic manifestations', 'Other abnormal glucose', 'Vitamin B-complex deficiencies', 'Short stature', 'Disorders of lipoid metabolism', 'Hyperlipidemia', 'Hypocalcemia', 'Other disorders of metabolism', 'Other immunological findings', 'Purpura and other hemorrhagic conditions', 'Thrombocytopenia', 'Diseases of white blood cells', 'Retinal detachment with retinal defect', 'Visual disturbances', 'Diplopia and disorders of binocular vision', 'Inflammation of the eye', 'Conjunctivitis, noninfectious', 'Disorders of optic nerve and visual pathways', 'Disorders of iris and ciliary body', 'Conductive hearing loss', 'Other chronic ischemic heart disease, unspecified', 'Arterial embolism and thrombosis of lower extremity artery', 'Arteritis NOS', 'Peptic ulcer (excl. esophageal)', 'Dysphagia', 'Atrophic gastritis', 'Inguinal hernia', 'Ulcerative colitis (chronic)', 'Liver replaced by transplant', 'Cholangitis', 'Nephritis; nephrosis; renal sclerosis', 'Nephrotic syndrome without mention of glomerulonephritis', 'Nephritis and nephropathy without mention of glomerulonephritis', 'Nephritis and nephropathy in diseases classified elsewhere', 'Nephritis and nephropathy with pathological lesion', 'Renal failure NOS', 'Other disorders of bladder', 'Functional disorders of bladder', 'Urinary incontinence', 'Frequency of urination and polyuria', 'Other disorders of male genital organs', 'Noninflammatory disorders of vagina', 'Dysplasia of female genital organs', 'Polyp of female genital organs', 'Symptomatic menopause', 'Need for Hormone replacement therapy (postmenopausal)', 'Known or suspected fetal abnormality affecting management of mother', 'Cellulitis and abscess of foot, toe', 'Erythematous conditions', 'Corns and callosities', 'Keloid scar', 'Sebaceous cyst', 'Acute osteomyelitis', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Spinal stenosis', 'Spinal stenosis of lumbar region', 'Spondylosis and allied disorders', 'Intervertebral disc disorders', 'Degeneration of intervertebral disc', 'Postlaminectomy syndrome', 'Ganglion and cyst of synovium, tendon, and bursa', 'Contracture of tendon (sheath)', 'Disorders of muscle, ligament, and fascia', 'Malunion and nonunion of fracture', 'Hallux rigidus', 'Osteoarthrosis NOS', 'Derangement of joint, non-traumatic', 'Other derangement of joint', 'Spondylolisthesis, congenital', 'Thoracic or lumbosacral neuritis or radiculitis, unspecified', 'Sciatica', 'Gangrene', 'Papanicolaou smear of cervix or vagina with atypical squamous cells', 'Elevated carcinoembryonic antigen [CEA]', 'Fracture of radius and ulna', 'Fracture of clavicle or scapula', 'Muscle/tendon sprain', 'Non-healing surgical wound', 'Posttraumatic wound infection not elsewhere classified', 'Adverse effects of sedatives or other central nervous system depressants and anesthetics', 'Systemic inflammatory response syndrome (SIRS)']",5 +A_0301,4,7,"[0.01445, 0.03435, 0.01032, 0.03204, 0.004556, 0.03212, 0.003971, 0.03884, 0.04049, 0.04137, 0.04748, 0.04461, 0.02248, 0.03055, 0.02515, 0.0334, 0.001103, 0.04127, 0.02292, 0.01575, 0.0195, 0.04359, 0.0331, 0.04947, 0.03249, 0.04661, 0.02235, 0.02034, 0.0006526, 0.03474, 0.01753, 0.03113, 0.01297, 0.01657, 0.04553, 0.01307, 0.03541, 0.01766, 0.04255, 0.003474, 0.003192, 0.03707, 0.0179, 0.02246, 0.01922, 0.02101, 0.03649, 0.02092, 0.01479, 0.0125, 0.0177, 0.03656, 0.03586, 0.04854, 0.008887, 0.01536, 0.01281, 0.01935, 0.02227, 0.0123, 0.006642, 0.001042, 0.04447, 0.04526, 0.03774, 0.04692, 0.00925, 0.02396, 0.03995, 0.01887, 0.02783, 0.0009366, 0.02336, 0.04412, 0.007125, 0.03878, 0.03409]","[1.947, 1.694, 1.316, 1.306, 0.837, 1.382, 1.258, 1.274, 1.236, 1.642, 1.113, 1.518, 1.629, 1.401, 0.727, 1.926, 2.654, 0.875, 0.757, 1.362, 1.211, 0.801, 1.791, 0.592, 1.345, 1.45, 1.547, 1.094, 1.231, 0.447, 0.815, 1.108, 1.128, 0.706, 0.754, 0.861, 0.907, 0.852, 1.266, 0.725, 0.719, 0.75, 2.003, 0.603, 0.679, 0.849, 0.85, 0.811, 0.77, 0.709, 1.29, 1.49, 0.754, 0.892, 1.676, 0.63, 0.474, 0.658, 0.608, 1.952, 0.836, 0.78, 0.601, 1.681, 0.918, 0.891, 0.919, 0.881, 0.869, 2.07, 0.768, 0.388, 1.302, 0.463, 0.838, 0.626, 0.549]","['Graft-versus-host disease', 'Histoplasmosis', 'Cancer of other female genital organs', 'Malignant neoplasm of ovary and other uterine adnexa', 'Cancer, suspected or other', 'Benign neoplasm of other endocrine glands and related structures', 'Nontoxic nodular goiter', 'Nontoxic uninodular goiter', 'Disorders of the pituitary gland and its hypothalamic control', 'Pituitary hyperfunction', 'Disorders of mineral metabolism', 'Disorders of iron metabolism', 'Congenital coagulation defects', 'Hypercoagulable state', 'Abnormal coagulation profile', 'Dementia with cerebral degenerations', 'Mild cognitive impairment', 'Altered mental status', 'Bipolar', 'Multiple sclerosis', 'Epilepsy', 'Encephalopathy, not elsewhere classified', ""Fuchs' dystrophy"", 'Pain, swelling or discharge of eye', 'Otitis externa', 'Other disorders of tympanic membrane', 'Perforation of tympanic membrane', 'Ischemic Heart Disease', 'Myocardial infarction', 'Acute pericarditis', 'Abnormal electrocardiogram [ECG] [EKG]', 'Atrial fibrillation and flutter', 'Atrial fibrillation', 'Abnormal function study of cardiovascular system', 'Noninfectious disorders of lymphatic channels', 'Acute sinusitis', 'Acute upper respiratory infections of multiple or unspecified sites', 'Chronic sinusitis', 'Other pulmonary inflamation or edema', 'Diseases of hard tissues of teeth', 'Dental caries', 'Gingival and periodontal diseases', 'Acute gastritis', 'Intestinal malabsorption (non-celiac)', 'Symptoms involving digestive system', 'Chronic liver disease and cirrhosis', 'Other chronic nonalcoholic liver disease', 'Cirrhosis of liver without mention of alcohol', 'Liver abscess and sequelae of chronic liver disease', 'Portal hypertension', 'Renal osteodystrophy', 'Other disorders of testis', 'Irregular menstrual cycle', 'Menopausal and postmenopausal disorders', 'Miscarriage; stillbirth', 'Cellulitis and abscess of foot, toe', 'Other specified erythematous conditions', 'Arthropathy associated with infections', 'Pyogenic arthritis', 'Infective connective tissue disorders', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Bursitis disorders', ""Contracture of palmar fascia [Dupuytren's disease]"", 'Osteoporosis, osteopenia and pathological fracture', 'Osteopenia or other disorder of bone and cartilage', 'Pain in joint', 'Cervicalgia', 'Myalgia and myositis unspecified', 'Elevated cancer antigen 125 [CA 125]', 'Internal derangement of knee', 'Complication of colostomy or enterostomy', 'Bone marrow or stem cell transplant', 'Open wound of foot except toe(s) alone', 'Atopic/contact dermatitis due to other or unspecified', 'Adrenal cortical steroids causing adverse effects in therapeutic use', 'Poisoning by water, mineral, and uric acid metabolism drugs']",5 +A_2301,6,8,"[0.008747, 0.03674, 0.02168, 0.01189, 0.04864, 0.01426, 0.04437, 0.0312, 0.006626, 0.005495, 0.007911, 0.01151, 0.03962, 0.04253, 0.006531, 0.03956, 0.01264, 0.02166, 0.03358, 0.04519, 0.03635, 0.02674, 0.0399, 0.03209, 0.0464, 0.00987, 0.01924, 0.004693, 0.02331, 0.03309, 0.0412, 0.02421, 0.01644, 0.02573, 0.01145, 0.0131, 0.02836, 0.04496, 0.02104, 0.04677, 0.0303, 0.00214, 0.0312, 0.001445]","[3.5, 0.349, 1.396, 1.466, 0.722, 0.471, 0.806, 0.79, 0.489, 2.076, 0.675, 0.64, 0.846, 0.825, 0.536, 2.976, 0.712, 1.605, 1.665, 0.672, 1.8, 1.79, 1.761, 0.586, 1.611, 0.693, 1.751, 2.15, 0.358, 1.666, 0.756, 0.27, 2.594, 1.616, 1.782, 2.416, 2.384, 2.58, 3.116, 1.473, 0.708, 1.88, 2.756, 2.377]","['Dermatomycoses', 'Mycoses', 'Melanomas of skin, dx or hx', 'Melanomas of skin', 'Cancer, suspected or other', 'Radiotherapy', 'Chemotherapy', 'Secondary malignant neoplasm', 'Secondary malignant neoplasm of liver', 'Hypoglycemia', 'Protein-calorie malnutrition', 'Vitamin D deficiency', 'Disorders of fluid, electrolyte, and acid-base balance', 'Electrolyte imbalance', 'Anemia in neoplastic disease', 'Dementia with cerebral degenerations', 'Anxiety disorder', 'Alcohol-related disorders', 'Alcoholism', 'Obstructive sleep apnea', 'Macular degeneration (senile) of retina NOS', 'Keratoconjunctivitis sicca', 'ASCVD', 'Abnormal electrocardiogram [ECG] [EKG]', 'Symptoms involving cardiovascular system', 'Other diseases of lung', 'Gingival and periodontal diseases', 'Gingivitis', 'Regional enteritis', 'Liver replaced by transplant', 'Gastrointestinal hemorrhage', 'Calculus of ureter', 'Urinary complications NEC', 'Genital prolapse', 'Prolapse of vaginal walls', 'Prolapse of vaginal vault after hysterectomy', 'Polyp of corpus uteri', 'Other complications of pregnancy NEC', 'Hemorrhage of fetus or newborn', 'Sebaceous cyst', 'Syncope and collapse', 'Internal derangement of knee', 'Open wound of foot except toe(s) alone', 'Urticaria']",5 +B_1302,5,7,"[0.03216, 0.04093, 0.00304, 9.26e-05, 0.01547, 0.02934, 0.001455, 0.0394, 0.01663, 0.004975, 0.04767, 0.04473, 0.03241, 0.03515, 0.04818, 0.01756, 0.04733, 0.0283, 0.007725, 0.007255, 0.008728, 0.0001123, 0.02162, 0.04088, 0.03526, 0.02491, 0.006132, 0.004934, 0.02776, 0.008519, 0.00349, 0.0004368, 0.01493, 0.02521, 0.04383, 0.0003915, 0.03916, 0.0254, 0.04209, 0.001208, 9.207e-07, 0.04948, 0.03857, 0.003295, 0.04846, 0.003122, 0.0003277, 0.03994, 8.179e-05, 3.089e-05, 1.714e-06, 0.009107, 0.01481, 0.02469, 0.04663, 0.01191, 0.03964, 0.04834]","[1.652, 0.671, 1.51, 4.163, 1.466, 1.58, 2.659, 1.424, 1.845, 0.341, 1.928, 1.442, 1.58, 1.605, 0.613, 0.646, 0.557, 0.275, 0.333, 0.148, 1.378, 2.314, 1.738, 0.737, 0.345, 1.231, 1.434, 2.08, 1.611, 2.928, 2.843, 3.562, 1.247, 1.233, 2.388, 1.558, 1.38, 0.619, 2.13, 2.597, 4.819, 0.139, 1.749, 1.715, 0.441, 2.325, 3.68, 1.528, 2.076, 2.169, 2.557, 2.515, 1.752, 0.446, 0.623, 0.406, 1.219, 1.45]","['Gram negative septicemia', 'Dermatophytosis / Dermatomycosis', 'Cancer of larynx, pharynx, nasal cavities', 'Cancer of nasopharynx', 'Cancer of larynx', 'Hx of malignant neoplasm of oral cavity and pharynx', 'Cancer of of nasal cavities', 'Radiotherapy', 'Simple and unspecified goiter', 'Type 1 diabetes', 'Other disorders of pancreatic internal secretion', 'Disorders of adrenal glands', 'Adrenal hypofunction', 'Failure to thrive (childhood)', 'Disorders of magnesium metabolism', 'Iron deficiency anemias, unspecified or not due to blood loss', 'Anemia in chronic kidney disease', ""Alzheimer's disease"", 'Schizophrenia and other psychotic disorders', 'Psychosis', 'Disorders of refraction and accommodation; blindness and low vision', 'Blindness and low vision', 'Diplopia and disorders of binocular vision', 'Hypertensive chronic kidney disease', 'Primary pulmonary hypertension', 'Cerebrovascular disease', 'Occlusion and stenosis of precerebral arteries', 'Cerebral atherosclerosis', 'Atherosclerosis of native arteries of the extremities with intermittent claudication', 'Aneurysm of artery of lower extremity', 'Other specified peripheral vascular diseases', 'Stricture of artery', 'Acute upper respiratory infections of multiple or unspecified sites', 'Allergic rhinitis', 'Viral pneumonia', 'Acute bronchitis and bronchiolitis', 'Pulmonary congestion and hypostasis', 'Pulmonary insufficiency or respiratory failure following trauma and surgery', 'Periodontitis (acute or chronic)', 'Other diseases of the teeth and supporting structures', 'Loss of teeth or edentulism', 'Reflux esophagitis', 'Bariatric surgery', 'Gastrointestinal complications', 'Cystitis', 'Absent or infrequent menstruation', 'Premature menopause and other ovarian failure', 'Systemic lupus erythematosus', 'Psoriasis and related disorders', 'Psoriasis', 'Psoriasis vulgaris', 'Keloid scar', 'Acne', 'Polymyalgia Rheumatica', 'Senile osteoporosis', 'Congenital anomalies of urinary system', 'Edema', 'Fracture of radius and ulna']",5 +B_1801,6,8,"[0.04484, 0.01274, 0.02474, 0.01988, 0.008101, 0.03108, 0.01889, 0.04948, 0.03389, 0.003429, 0.001094, 4.25e-05, 0.02414, 0.01006, 0.007495, 0.03625, 0.01436, 0.03811, 0.01421, 0.0005032, 0.04279, 0.01622, 0.02627, 0.02098, 0.03226, 0.01935, 0.009449, 0.02539, 0.04769, 0.04022, 0.04876, 0.03663, 0.01773, 0.01517, 0.02342, 0.0376, 0.0139, 0.03657, 0.02333, 0.0166, 0.0278, 0.008442, 0.02671, 0.04321, 0.007574, 0.04645, 0.02568, 0.01222, 0.03501, 0.03512, 0.04066, 0.007862, 0.02588, 0.01251, 0.02645, 0.02204, 0.005945, 0.02679, 0.01336]","[0.596, 0.082, 0.673, 0.844, 0.659, 0.541, 0.61, 0.468, 0.485, 1.21, 1.251, 1.792, 1.452, 1.477, 2.189, 0.501, 1.534, 1.313, 1.907, 1.494, 1.724, 2.559, 0.497, 2.462, 0.685, 2.5, 2.472, 0.618, 0.406, 0.716, 0.826, 0.56, 1.941, 2.085, 2.039, 0.73, 1.504, 2.381, 1.784, 1.442, 1.45, 1.895, 1.643, 0.481, 0.695, 0.871, 0.794, 0.647, 0.645, 0.415, 0.767, 0.512, 0.394, 2.399, 1.399, 1.896, 2.393, 1.704, 1.88]","['Herpes zoster', 'Cervical cancer', 'Radiotherapy', 'Secondary malignant neoplasm', 'Secondary malignancy of bone', 'Secondary malignant neoplasm of skin', 'Myeloproliferative disease', 'Polycythemia vera', 'Nodular lymphoma', 'Hypothyroidism', 'Hypothyroidism NOS', 'Type 1 diabetes', 'Diabetic retinopathy', 'Disorders of the pituitary gland and its hypothalamic control', 'Other specified disorders of plasma protein metabolism', ""Alzheimer's disease"", 'Generalized anxiety disorder', 'Substance addiction and disorders', 'Polyneuropathy due to drugs', 'Migraine', 'Migrain with aura', 'Progressive myopia', 'Macular degeneration (senile) of retina NOS', 'Superficial keratitis', 'Other disorders of eyelids', 'Labyrinthitis', 'Acute pericarditis', 'Intracranial hemorrhage', 'Subdural hemorrhage', 'Other aneurysm', 'Respiratory failure', 'Hypoventilation', 'Solitary pulmonary nodule', 'Dentofacial anomalies, including malocclusion', 'Anomalies of tooth position/malocclusion', 'Noninfectious gastroenteritis', 'Jaundice (not of newborn)', 'Acute cystitis', 'Mastodynia', 'Genital prolapse', 'Prolapse of vaginal walls', 'Sicca syndrome', 'Systemic sclerosis', 'Arthropathy associated with infections', 'Rheumatoid arthritis', 'Osteoporosis, osteopenia and pathological fracture', 'Osteoporosis NOS', 'Senile osteoporosis', 'Pathologic fracture', 'Pathologic fracture of vertebrae', 'Cardiac and circulatory congenital anomalies', 'Valvular heart disease/ heart chambers', 'Digestive congenital anomalies', 'Congenital deformities of feet', 'Spasm of muscle', 'Abnormal posture', 'Traumatic arthropathy', 'Poisoning by hormones and synthetic substitutes', 'Adrenal cortical steroids causing adverse effects in therapeutic use']",5 +C_0602,6,7,"[0.007536, 0.002444, 0.008748, 0.006208, 0.04768, 0.01676, 0.04292, 0.003777, 0.01737, 0.03509, 0.001018, 0.01695, 0.008859, 0.003208, 0.03161, 0.02245, 0.02333, 0.03258, 0.03915, 0.02735, 0.03268, 0.03784, 0.009842, 0.01904, 0.01108, 0.02357, 0.03901, 0.02104, 0.01199, 0.02159, 0.01164, 0.0168, 0.03248, 0.04442, 0.03107, 0.02363, 0.006085, 0.01022, 0.0491, 0.02687, 0.01198, 0.005089, 0.001788, 0.04884, 0.01152, 0.01587, 0.01986, 0.02417, 0.03662, 0.0008948, 0.01402, 0.03055, 0.006488, 0.04925, 0.04649, 0.03643, 0.004856, 0.007276, 0.0387, 0.006643, 0.01314, 0.0309, 0.01025, 0.0471, 0.01198, 0.04001, 0.0239, 0.03519, 0.04718, 0.0255, 0.01817, 0.01032, 0.02914, 0.04986, 0.007236, 1.427e-11, 3.713e-12, 2.391e-13, 0.002543, 0.01192, 0.0004771, 0.001658, 0.0006039, 0.03144, 0.0181, 0.02605, 0.02857, 0.02097, 0.02972]","[1.246, 2.348, 1.273, 1.4, 1.194, 0.727, 1.089, 0.657, 0.364, 0.408, 1.158, 1.391, 1.321, 1.816, 1.372, 0.822, 0.82, 0.673, 0.293, 1.179, 1.979, 0.695, 1.635, 1.574, 0.448, 1.56, 1.477, 1.237, 1.701, 1.503, 1.475, 1.499, 1.38, 1.31, 1.142, 1.507, 1.895, 1.193, 1.102, 1.532, 1.137, 1.235, 1.661, 1.44, 1.27, 1.291, 1.355, 1.217, 1.581, 2.389, 1.178, 1.219, 1.154, 1.162, 1.423, 1.127, 1.42, 1.274, 1.273, 2.227, 1.796, 1.567, 1.988, 0.762, 1.152, 1.482, 0.77, 0.653, 0.429, 0.414, 1.674, 1.424, 1.386, 1.744, 1.291, 2.131, 2.201, 2.503, 1.81, 2.263, 0.565, 1.412, 1.501, 1.759, 0.713, 0.671, 1.421, 0.189, 0.208]","['Cancer of larynx, pharynx, nasal cavities', 'Cancer of nasopharynx', 'Cancer of larynx', 'Hx of malignant neoplasm of oral cavity and pharynx', 'Secondary malignancy of bone', 'Myeloproliferative disease', 'Diabetes mellitus', 'Type 1 diabetes', 'Type 1 diabetes with ketoacidosis', 'Type 1 diabetes with renal manifestations', 'Type 2 diabetes', 'Type 2 diabetes with ophthalmic manifestations', 'Disorders of adrenal glands', 'Adrenal hyperfunction', 'Lack of normal physiological development, unspecified', 'Gout and other crystal arthropathies', 'Gout', 'Gouty arthropathy', 'Acquired coagulation factor deficiency', 'Lymphadenitis', 'Specific nonpsychotic mental disorders due to brain damage', 'Attention deficit hyperactivity disorder', 'Cerebral degeneration, unspecified', 'Torsion dystonia', 'Anterior horn cell disease', 'Nerve root and plexus disorders', 'Chronic pain syndrome', 'Degeneration of macula and posterior pole of retina', 'Macular degeneration, wet', 'Macular puckering of retina', 'Macular degeneration (senile) of retina NOS', 'Retinal vascular changes and abnomalities', 'Blindness and low vision', 'Infection of the eye', 'Dizziness and giddiness (Light-headedness and vertigo)', 'Right bundle branch block', 'Anomalous atrioventricular excitation', 'Other specified cardiac dysrhythmias', 'Congestive heart failure; nonhypertensive', 'Subdural hemorrhage', 'Cerebrovascular disease', 'Occlusion and stenosis of precerebral arteries', 'Cerebral atherosclerosis', 'Atherosclerosis of aorta', 'Other aneurysm', 'Aortic aneurysm', 'Abdominal aortic aneurysm', 'Peripheral vascular disease, unspecified', ""Wegener's granulomatosis"", 'Stricture of artery', 'Hypotension NOS', 'Septal Deviations/Turbinate Hypertrophy', 'Allergic rhinitis', 'Acute bronchitis and bronchiolitis', 'Chronic obstructive asthma', 'Chronic airway obstruction', 'Pneumonitis due to inhalation of food or vomitus', 'Pulmonary congestion and hypostasis', 'Hyperventilation', 'Tracheostomy complications', 'Periodontitis (acute or chronic)', 'Other diseases of the teeth and supporting structures', 'Loss of teeth or edentulism', 'Stomatitis and mucositis', 'Dysphagia', 'Gastroparesis', 'Other biliary tract disease', 'Cholangitis', 'Other disorders of gallbladder', 'Non-proliferative glomerulonephritis', 'Urethral stricture (not specified as infectious)', 'Mammographic microcalcification', 'Vaginitis and vulvovaginitis', 'Premature menopause and other ovarian failure', 'Cellulitis and abscess of leg, except foot', 'Psoriasis and related disorders', 'Psoriasis', 'Psoriasis vulgaris', 'Psoriatic arthropathy', 'Hirsutism', 'Polymyalgia Rheumatica', 'Curvature of spine', 'Kyphoscoliosis and scoliosis', 'Pathologic fracture of femur', 'Congenital anomalies of urinary system', 'Cystic kidney disease', 'Fracture of unspecified part of femur', 'Poisoning by agents primarily affecting blood constituents', 'Anticoagulants causing adverse effects']",5 +C_1203,6,8,"[0.02671, 0.01633, 0.04825, 0.04251, 0.04474, 0.04846, 0.02578, 0.04767, 0.0077, 0.03704, 0.01176, 0.0196, 0.002681, 0.04402, 0.03642, 0.03495, 0.0452, 0.01207, 0.01268, 0.01149, 0.03755, 0.003503, 0.03077, 0.02508, 0.00436, 0.01361, 0.02666, 0.04472, 0.03617, 0.0241, 0.01111, 0.03253, 0.03647, 0.02364, 0.02436, 0.02131, 0.01485, 0.04447, 0.0287, 0.02903, 0.02462, 0.006144, 0.04212, 0.02523, 0.04461, 0.009659, 0.04869, 0.03643, 0.04888, 0.027, 0.04982, 0.0293, 0.02311, 0.04584, 0.04748]","[2.514, 1.556, 0.568, 1.484, 1.832, 1.714, 0.561, 0.314, 0.841, 0.867, 1.479, 1.787, 0.635, 0.715, 1.92, 1.354, 0.504, 0.568, 0.491, 0.165, 0.542, 0.573, 0.649, 0.717, 0.628, 0.711, 1.688, 0.646, 1.31, 1.254, 1.205, 1.46, 0.724, 0.626, 0.621, 1.741, 0.291, 1.385, 0.655, 0.711, 1.493, 2.503, 1.359, 2.168, 2.448, 1.308, 1.631, 1.246, 1.514, 0.744, 2.151, 1.588, 1.698, 0.674, 1.987]","['Dermatomycoses', 'Mycoses', 'Cancer of oropharynx', 'Malignant neoplasm of uterus', 'Myeloid leukemia, chronic', 'Lipoma of skin and subcutaneous tissue', 'Nontoxic uninodular goiter', 'Secondary diabetes mellitus', 'Diabetes mellitus', 'Type 2 diabetes', 'Disorders of the pituitary gland and its hypothalamic control', 'Ovarian dysfunction', 'Fluid overload', 'Disorders involving the immune mechanism', 'Congenital coagulation defects', 'Dysthymic disorder', 'Posttraumatic stress disorder', 'Alcohol-related disorders', 'Alcoholism', 'Alcoholic liver damage', 'Macular degeneration (senile) of retina NOS', 'Other disorders of eyelids', 'Heart valve replaced', 'Unstable angina (intermediate coronary syndrome)', 'Angina pectoris', 'Other forms of chronic heart disease', 'Phlebitis and thrombophlebitis of lower extremities', 'Encounter for long-term (current) use of aspirin', 'Acute pharyngitis', 'Chronic sinusitis', 'Allergic rhinitis', 'Other pulmonary inflamation or edema', 'Pulmonary insufficiency or respiratory failure following trauma and surgery', 'Diseases of hard tissues of teeth', 'Dental caries', 'Gastric ulcer', 'Peritoneal adhesions (postoperative) (postinfection)', 'Nephritis and nephropathy without mention of glomerulonephritis', 'Renal dialysis', 'End stage renal disease', 'Cystitis and urethritis', 'Noninflammatory disorders of ovary, fallopian tube, and broad ligament', 'Pain and other symptoms associated with female genital organs', 'Dyspareunia', 'Antepartum hemorrhage, abruptio placentae, and placenta previa', 'Disturbance of skin sensation', 'Other specified diseases of hair and hair follicles', 'Diseases of sebaceous glands', 'Chronic osteomyelitis', 'Rheumatoid arthritis', 'Hallux rigidus', 'Derangement of joint, non-traumatic', 'Other derangement of joint', 'Thoracic or lumbosacral neuritis or radiculitis, unspecified', 'Adverse effects of sedatives or other central nervous system depressants and anesthetics']",5 +C_1502,6,8,"[0.04801, 0.001954, 0.01344, 0.000769, 0.02112, 0.005505, 0.02374, 0.002333, 0.01051, 0.04092, 0.008335, 0.0118, 0.002791, 0.01941, 0.04545, 0.01433, 0.007941, 0.004537, 0.006616, 0.04452, 0.005654, 0.04794, 0.02308, 0.01265, 0.007376, 0.0006622, 0.02486, 0.01651, 0.009682, 0.04938, 0.002656, 0.008149, 0.0228, 0.03198, 0.03371, 0.03919, 0.006972, 0.006451, 0.01168, 0.0008388, 0.0006375, 0.04912, 0.03224, 0.00402, 0.02108]","[2.334, 1.414, 1.66, 2.612, 1.312, 1.893, 1.426, 3.572, 1.853, 0.3, 2.888, 2.092, 0.576, 0.561, 2.109, 1.519, 2.545, 2.903, 0.398, 0.435, 1.738, 1.333, 1.777, 1.659, 1.567, 1.886, 1.275, 3.141, 2.485, 1.699, 2.611, 1.515, 2.223, 2.075, 0.534, 0.476, 1.857, 1.898, 2.993, 2.92, 4.131, 1.414, 0.413, 3.531, 2.36]","['Histoplasmosis', 'Neoplasm of uncertain behavior of skin', 'Cancer of other female genital organs', 'Cancer of other female genital organs', 'Secondary malignancy of lymph nodes', 'Secondary malignant neoplasm of skin', 'Type 2 diabetes with neurological manifestations', 'Precocious sexual development and puberty NEC', 'Other immunological findings', ""Alzheimer's disease"", 'Hallucinations', 'Speech and language disorder', 'Disorders of refraction and accommodation; blindness and low vision', 'Myopia', 'Ectropion or entropion', 'Eustachian tube disorders', 'Other disorders of middle ear and mastoid', 'Cholesteatoma', 'Vertiginous syndromes and other disorders of vestibular system', 'Peripheral or central vertigo', 'Conductive hearing loss', 'Other forms of chronic heart disease', 'ASCVD', 'Heart transplant/surgery', 'Encounter for long-term (current) use of anticoagulants, antithrombotics, aspirin', 'Encounter for long-term (current) use of aspirin', 'Hypotension', 'Respiratory arrest', 'Ulceration of the lower GI tract', 'Ileostomy status', 'Cholelithiasis with other cholecystitis', 'Hemorrhage of gastrointestinal tract', 'Urethral stricture (not specified as infectious)', 'Redundant prepuce and phimosis/BXO', 'Inflammatory diseases of female pelvic organs', 'Inflammatory disease of cervix, vagina, and vulva', 'Dyschromia and Vitiligo', 'Other dyschromia', 'Calcaneal spur; Exostosis NOS', 'Kyphosis (acquired)', 'Upper gastrointestinal congenital anomalies', 'Genitourinary congenital anomalies', 'Fracture of foot', 'Complication of amputation stump', 'Poisoning by water, mineral, and uric acid metabolism drugs']",5 +DPA1_0103,4,8,"[0.009013, 0.01479, 0.02465, 0.04428, 0.02286, 0.03659, 0.01855, 0.03689, 0.02475, 0.003393, 0.04457, 0.01787, 0.02181, 0.02294, 0.03387, 0.03711, 0.01711, 0.0001662, 0.04622, 0.02378, 0.01618, 0.04381, 0.01566, 0.006689, 0.01496, 0.04836, 0.02002, 0.0455, 0.002052, 0.006879, 0.03574, 0.04279, 0.002466, 0.003689, 0.009062, 0.04923, 0.01833, 0.03957, 0.008947, 0.02598, 0.03183, 0.04649, 0.04343, 0.001587, 0.01867, 0.04227, 0.01881, 0.01588, 0.04117, 0.02007, 0.02503, 0.004246, 0.0273, 0.00864, 0.003456, 0.03181, 0.01659, 0.04282, 0.007622, 0.04808, 0.03357, 0.03491, 0.02692, 0.02326, 0.005445, 0.04142, 0.04116, 0.0009216, 0.0007405, 0.0198]","[1.204, 1.226, 0.586, 1.158, 1.294, 0.782, 0.639, 1.401, 0.799, 0.455, 0.736, 0.827, 0.797, 0.915, 0.915, 1.08, 1.208, 1.318, 1.332, 1.166, 1.239, 0.845, 0.665, 0.592, 0.78, 1.268, 1.303, 0.792, 1.649, 1.179, 1.385, 1.386, 1.55, 1.179, 1.208, 1.175, 0.736, 0.618, 1.312, 1.306, 0.835, 0.79, 0.809, 0.465, 1.203, 1.113, 1.584, 1.624, 1.32, 1.369, 0.419, 1.398, 1.172, 1.147, 1.399, 1.103, 1.287, 0.884, 0.831, 0.841, 1.754, 1.137, 1.14, 1.301, 1.244, 1.817, 1.456, 1.381, 1.411, 1.458]","['Postoperative infection', 'Dermatophytosis of nail', ""Althete's foot"", 'Colon cancer', 'Acquired absence of breast', 'Cervical cancer and dysplasia', 'Cervical cancer', 'Malignant neoplasm of other urinary organs', 'Secondary malignant neoplasm of digestive systems', 'Benign neoplasm of bone and articular cartilage', 'Lipoma', 'Nontoxic nodular goiter', 'Nontoxic multinodular goiter', 'Hypothyroidism', 'Hypothyroidism NOS', 'Type 2 diabetes', 'Type 2 diabetes with renal manifestations', 'Type 2 diabetes with neurological manifestations', 'Diabetes type 2 with peripheral circulatory disorders', 'Insulin pump user', 'Polyneuropathy in diabetes', 'Disorders involving the immune mechanism', 'Hypercoagulable state', 'Primary hypercoagulable state', 'Other diseases of blood and blood-forming organs', 'Delirium due to conditions classified elsewhere', 'Generalized anxiety disorder', 'Degenerative disease of the spinal cord', 'Other and unspecified disorders of the nervous system', 'Other retinal disorders', 'Macular puckering of retina', 'Uveitis, noninfectious or NOS', 'Ptosis of eyelid', 'Otitis media and Eustachian tube disorders', 'Otitis media', 'Suppurative and unspecified otitis media', 'Tinnitus', 'Nonrheumatic pulmonary valve disorders', 'Premature beats', 'Abnormal function study of cardiovascular system', 'Other aneurysm', 'Abdominal aortic aneurysm', 'Polyarteritis nodosa and allied conditions', ""Wegener's granulomatosis"", 'Bacterial pneumonia', 'Asthma', 'Disorders of tooth development', 'Disturbances in tooth eruption', 'Ileostomy status', 'Primary biliary cirrhosis', 'Chronic prostatitis', 'Mammographic microcalcification', 'Lump or mass in breast', 'Menopausal and postmenopausal disorders', 'Postmenopausal atrophic vaginitis', 'Superficial cellulitis and abscess', 'Other local infections of skin and subcutaneous tissue', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Cardiac shunt/ heart septal defect', 'Congenital deformities of feet', 'Myalgia and myositis unspecified', 'Other abnormal blood chemistry', 'Fracture of tibia and fibula', 'Open wounds of extremities', 'Complication of amputation stump', 'Insect bite', 'Dermatitis due to solar radiation', 'Chronic dermatitis due to solar radiation', 'Poisoning by hormones and synthetic substitutes']",5 +DPA1_0201,4,8,"[0.01194, 0.0339, 0.02127, 0.01699, 0.0111, 0.009956, 0.04309, 0.007894, 0.0325, 0.0372, 0.03411, 0.03587, 0.01925, 0.006961, 3.144e-05, 0.04402, 0.007064, 0.007291, 0.02896, 0.01324, 0.04026, 0.03687, 0.03986, 0.04626, 0.02615, 0.00564, 0.03935, 0.01285, 0.02671, 0.005734, 0.01152, 0.03166, 0.01372, 0.02401, 0.03747, 0.04022, 0.003717, 0.0376, 0.004331, 0.02905, 0.02192, 0.03326, 0.04723, 0.0237, 0.02528, 0.03577, 0.03518, 0.02559, 0.02424, 0.02702, 0.02006, 0.01923, 0.007436, 0.03521, 0.04316, 0.004901, 0.04815, 0.02124, 0.02232, 0.02958, 0.01543, 0.004789, 0.03194, 0.04512, 0.02402, 0.03762, 0.02292, 0.0433, 0.03226, 0.03257, 0.00682, 0.01458, 0.01477, 0.0005979, 0.0008823, 0.01069]","[1.246, 1.312, 1.293, 0.734, 0.582, 0.755, 0.742, 0.451, 0.604, 0.836, 0.915, 1.08, 1.096, 1.251, 1.375, 1.353, 1.212, 1.283, 0.611, 0.412, 0.477, 1.069, 1.136, 0.666, 0.856, 1.386, 1.422, 1.456, 0.484, 1.18, 1.212, 1.203, 0.51, 1.532, 1.106, 1.176, 0.764, 0.808, 0.685, 0.78, 0.561, 1.126, 1.164, 1.579, 1.591, 0.652, 1.39, 1.507, 1.16, 1.366, 1.671, 1.204, 1.31, 0.398, 1.2, 1.409, 0.811, 1.32, 1.116, 1.409, 1.306, 0.809, 1.51, 0.594, 0.845, 0.852, 0.806, 0.479, 1.121, 1.296, 0.48, 1.165, 1.223, 1.416, 1.423, 1.532]","['Dermatophytosis of nail', 'Cancer of tongue', 'Hx of malignant neoplasm of oral cavity and pharynx', 'Cervical cancer and dysplasia', 'Cervical cancer', 'Secondary malignant neoplasm of digestive systems', ""Hodgkin's disease"", 'Benign neoplasm of bone and articular cartilage', 'Benign neoplasm of pituitary gland and craniopharyngeal duct (pouch)', 'Nontoxic nodular goiter', 'Hypothyroidism', 'Diabetes mellitus', 'Type 2 diabetes', 'Type 2 diabetes with renal manifestations', 'Type 2 diabetes with neurological manifestations', 'Diabetes type 2 with peripheral circulatory disorders', 'Insulin pump user', 'Polyneuropathy in diabetes', 'Anterior pituitary disorders', 'Nonspecific abnormal results of other endocrine function study', 'Carcinoid syndrome', 'Disorders of fluid, electrolyte, and acid-base balance', 'Hyposmolality and/or hyponatremia', 'Primary hypercoagulable state', 'Lymphadenitis', 'Generalized anxiety disorder', 'Other and unspecified disorders of the nervous system', 'Ptosis of eyelid', 'Aphakia and other disorders of lens', 'Otitis media and Eustachian tube disorders', 'Otitis media', 'Suppurative and unspecified otitis media', 'Nonrheumatic pulmonary valve disorders', 'First degree AV block', 'Atrial fibrillation', 'Sinoatrial node dysfunction (Bradycardia)', 'Other aneurysm', 'Aortic aneurysm', 'Abdominal aortic aneurysm', 'Polyarteritis nodosa and allied conditions', ""Wegener's granulomatosis"", 'Asthma', 'Other symptoms of respiratory system', 'Disorders of tooth development', 'Disturbances in tooth eruption', 'Other specified gastritis', 'Appendiceal conditions', 'Acute appendicitis', 'Chronic liver disease and cirrhosis', 'Primary biliary cirrhosis', 'Acute and subacute necrosis of liver', 'Abnormal results of function study of liver', 'Renal failure NOS', 'Chronic prostatitis', 'Cystic mastopathy', 'Mammographic microcalcification', 'Pain and other symptoms associated with female genital organs', 'Postmenopausal atrophic vaginitis', 'Superficial cellulitis and abscess', 'Cellulitis and abscess of foot, toe', 'Other local infections of skin and subcutaneous tissue', 'Rheumatoid arthritis', 'Other disorders of cervical region', 'Contracture of tendon (sheath)', 'Cardiac and circulatory congenital anomalies', 'Cardiac congenital anomalies', 'Cardiac shunt/ heart septal defect', 'Congenital hip dysplasia and deformity', 'Cervicalgia', 'Sciatica', 'Abnormal posture', 'Other abnormal blood chemistry', 'Open wounds of extremities', 'Dermatitis due to solar radiation', 'Chronic dermatitis due to solar radiation', 'Poisoning by hormones and synthetic substitutes']",5 +DPB1_1401,6,8,"[0.01909, 0.004829, 0.03207, 0.04927, 0.04613, 0.004489, 0.03653, 0.0197, 0.02034, 0.01065, 0.01742, 0.04813, 0.04376, 0.0324, 0.0485, 0.03561, 0.005296, 0.03514, 0.0257, 0.0249, 0.04921, 0.04574, 0.0268, 0.01276, 0.01719, 0.04358, 0.01881, 0.03111, 0.002388, 0.007058, 0.02684, 0.02544, 0.04587, 0.01671, 0.02153]","[1.962, 1.872, 1.715, 1.917, 1.588, 3.374, 2.061, 2.96, 1.908, 1.568, 1.791, 3.295, 2.545, 0.339, 0.492, 1.942, 2.636, 1.428, 1.379, 3.221, 2.505, 2.076, 2.157, 2.374, 1.603, 1.556, 2.25, 1.748, 4.196, 1.923, 3.178, 2.164, 1.988, 2.112, 2.213]","['Gram negative septicemia', 'Methicillin sensitive Staphylococcus aureus', 'Malignant neoplasm of other and ill-defined sites within the digestive organs and peritoneum', 'Squamous cell carcinoma', 'Cancer of brain', 'Cancer of other endocrine glands', 'Thyroiditis', 'Type 1 diabetes with ophthalmic manifestations', 'Delirium due to conditions classified elsewhere', 'Other conditions of brain', 'Cerebral edema and compression of brain', 'Cerebral cysts', 'Coma', 'Keratitis', 'Other disorders of eyelids', 'Strabismus (not specified as paralytic)', 'Cerebral aneurysm', 'Acute bronchitis and bronchiolitis', 'Asthma', 'Respiratory complications', 'Disorders of esophageal motility', 'Appendicitis', 'Gross hematuria', 'Microscopic hematuria', 'Benign mammary dysplasias', 'Cystic mastopathy', 'Cellulitis and abscess of face/neck', 'Other local infections of skin and subcutaneous tissue', 'Ankylosing spondylitis', 'Polymyalgia Rheumatica', 'Calcaneal spur; Exostosis NOS', 'Ganglion and cyst of synovium, tendon, and bursa', 'Malunion and nonunion of fracture', 'Derangement of joint, non-traumatic', 'Other derangement of joint']",5 +DPB1_1701,5,8,"[0.0418, 0.04171, 0.0119, 0.001409, 0.0486, 0.03823, 0.02706, 0.0444, 0.04099, 0.03726, 0.03181, 0.02551, 0.006952, 0.01542, 0.04617, 0.02693, 0.04117, 0.003471, 0.02692, 0.03833, 0.03642, 0.005849, 0.0003158, 0.03328, 0.04909, 0.03471, 0.01787, 0.01646, 0.04598, 0.01229, 0.00605, 0.049, 0.03654, 0.009465, 0.0479, 0.04148]","[3.403, 1.648, 2.127, 3.549, 0.408, 2.403, 2.014, 0.309, 0.357, 2.147, 1.574, 2.826, 1.552, 1.57, 1.614, 2.571, 1.519, 4.038, 2.007, 1.508, 1.425, 2.048, 3.838, 3.03, 1.799, 3.004, 2.063, 0.182, 2.323, 0.673, 0.547, 0.648, 0.574, 3.917, 2.798, 0.502]","['Tuberculosis', 'Thyrotoxicosis with or without goiter', ""Graves' disease"", 'Abnormal results of function study of thyroid', 'Other persistent mental disorders due to conditions classified elsewhere', 'Transient alteration of awareness', ""Parkinson's disease"", 'Generalized convulsive epilepsy', 'Cerebral edema and compression of brain', 'Retinal detachment with retinal defect', 'Dry eyes', 'Hypertrophic obstructive cardiomyopathy', 'Cardiac pacemaker/device in situ', 'Cardiac pacemaker in situ', 'Cardiac defibrillator in situ', 'Ventricular fibrillation and flutter', 'Sinoatrial node dysfunction (Bradycardia)', 'Aneurysm of artery of lower extremity', 'Varicose veins of lower extremity', 'Septal Deviations/Turbinate Hypertrophy', 'Acute bronchitis and bronchiolitis', 'Gingival and periodontal diseases', 'Periodontitis (acute or chronic)', 'Acute periodontitis', 'Ventral hernia', 'Endometrial hyperplasia', 'Postmenopausal bleeding', 'Disorder of skin and subcutaneous tissue NOS', 'Unspecified erythematous condition', 'Degenerative skin conditions and other dermatoses', 'Actinic keratosis', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Other and unspecified disc disorder', 'Concussion', 'Dislocation']",5 +DQA1_0103,5,6,"[0.0255, 0.03135, 0.04301, 0.03575, 0.02917, 0.005605, 0.04848, 0.02487, 0.04382, 0.01373, 0.03175, 0.01112, 0.01494, 0.02095, 0.005437, 0.03503, 0.0016, 1.911e-06, 0.01478, 0.02039, 0.02128, 0.04888, 0.03836, 0.02697, 0.04716, 0.009761, 0.02231, 0.02433, 0.02283, 0.006615, 0.03965, 0.02743, 0.009537, 0.04935, 0.03236, 0.04557, 0.006516, 0.005826, 4.444e-05, 0.04913, 0.02651, 0.01216, 0.04877, 0.01705, 0.01302, 0.02476, 0.03929, 0.02171, 0.002413, 0.04894, 0.004615, 0.00146, 0.01789, 0.01455, 0.01509, 0.04567, 0.008133, 0.00572, 0.02011, 0.03874, 0.03566, 0.0158, 0.01444, 0.04218, 0.03367, 0.01375, 0.008775, 0.001425, 0.04769, 0.0238, 0.01678, 0.0368, 0.0196, 0.00687, 0.006512, 0.03225, 0.03274, 0.04642, 0.005228, 0.01414, 0.02541, 0.01735, 0.04132, 0.03487, 0.03031, 0.03116, 0.02003, 0.03139, 0.03155, 0.04521, 0.0238, 0.01584, 0.03885, 0.01393, 0.03734, 0.04237, 0.006768, 0.03439, 0.01621]","[1.879, 1.231, 1.223, 0.736, 0.615, 0.516, 1.388, 0.557, 0.8, 0.802, 0.786, 1.51, 1.213, 1.367, 1.468, 0.44, 0.847, 0.335, 0.086, 0.097, 0.098, 0.313, 0.892, 0.8, 0.769, 0.552, 1.108, 1.107, 1.138, 1.494, 0.794, 0.59, 0.817, 0.857, 0.771, 1.864, 1.745, 1.297, 1.888, 0.883, 1.324, 0.832, 0.242, 1.574, 1.339, 1.495, 1.451, 0.586, 0.671, 0.365, 0.275, 0.546, 0.55, 0.496, 0.66, 1.19, 1.588, 0.283, 1.218, 1.588, 0.806, 0.658, 0.643, 0.512, 1.78, 1.332, 0.781, 0.703, 0.135, 1.224, 1.27, 1.185, 1.186, 1.26, 1.617, 1.54, 1.726, 1.813, 1.679, 1.44, 1.483, 2.195, 1.2, 1.143, 1.481, 1.546, 1.338, 1.392, 0.778, 0.534, 0.415, 0.088, 0.725, 0.59, 0.384, 0.707, 0.252, 2.138, 0.586]","['Herpes zoster with nervous system complications', 'Dermatophytosis / Dermatomycosis', 'Dermatophytosis', 'Cancer of mouth', 'Cancer of tongue', 'Cancer of oropharynx', 'Cancer of stomach', 'Cervical intraepithelial neoplasia [CIN] [Cervical dysplasia]', 'Cancer of urinary organs (incl. kidney and bladder)', 'Cancer, suspected or other', 'Malignant neoplasm, other', 'Lymphoid leukemia, acute', 'Benign neoplasm of skin', 'Benign neoplasm of brain and other parts of nervous system', 'Benign neoplasm of brain, cranial nerves, meninges', 'Secondary diabetes mellitus', 'Diabetes mellitus', 'Type 1 diabetes', 'Type 1 diabetes with ketoacidosis', 'Type 1 diabetes with renal manifestations', 'Type 1 diabetes with ophthalmic manifestations', 'Type 1 diabetes with neurological manifestations', 'Type 2 diabetes', 'Other abnormal glucose', 'severe protein-calorie malnutrition', 'Short stature', 'Disorders of lipoid metabolism', 'Hyperlipidemia', 'Mixed hyperlipidemia', 'Hypocalcemia', 'Fluid overload', 'Other immunological findings', 'Purpura and other hemorrhagic conditions', 'Thrombocytopenia', 'Swelling, mass, or lump in head and neck [Space-occupying lesion, intracranial NOS]', 'Obsessive-compulsive disorders', 'Retinal detachment with retinal defect', 'Visual disturbances', 'Diplopia and disorders of binocular vision', 'Pleurisy; pleural effusion', 'Peptic ulcer (excl. esophageal)', 'Dysphagia', 'Duodenitis', 'Umbilical hernia', 'Inflammatory bowel disease and other gastroenteritis and colitis', 'Ulcerative colitis', 'Cholangitis', 'Acute pancreatitis', 'Nephritis; nephrosis; renal sclerosis', 'Proliferative glomerulonephritis', 'Nephrotic syndrome without mention of glomerulonephritis', 'Nephritis and nephropathy without mention of glomerulonephritis', 'Nephritis and nephropathy in diseases classified elsewhere', 'Nephritis and nephropathy with pathological lesion', 'Renal failure NOS', 'Urinary incontinence', 'Other disorders of male genital organs', 'Noninflammatory disorders of vagina', 'Symptomatic menopause', 'Need for Hormone replacement therapy (postmenopausal)', 'Erythematous conditions', 'Lupus (localized and systemic)', 'Systemic lupus erythematosus', 'Corns and callosities', 'Keloid scar', 'Sebaceous cyst', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Ankylosing spondylitis', 'Spinal stenosis', 'Spinal stenosis of lumbar region', 'Spondylosis and allied disorders', 'Intervertebral disc disorders', 'Degeneration of intervertebral disc', 'Postlaminectomy syndrome', 'Ganglion and cyst of synovium, tendon, and bursa', 'Contracture of tendon (sheath)', 'Disorders of muscle, ligament, and fascia', 'Malunion and nonunion of fracture', 'Acquired toe deformities', 'Hammer toe (acquired)', 'Hallux rigidus', 'Osteoarthrosis, localized, primary', 'Osteoarthrosis NOS', 'Derangement of joint, non-traumatic', 'Other derangement of joint', 'Thoracic or lumbosacral neuritis or radiculitis, unspecified', 'Sciatica', 'Swelling of limb', 'Elevated sedimentation rate', 'Elevated C-reactive protein (CRP)', 'Gangrene', 'Abnormal Papanicolaou smear of cervix and cervical HPV', 'Papanicolaou smear of cervix or vagina with atypical squamous cells', 'Elevated carcinoembryonic antigen [CEA]', 'Complications of transplants and reattached limbs', 'Non-healing surgical wound', 'Posttraumatic wound infection not elsewhere classified', 'Systemic inflammatory response syndrome (SIRS)']",5 +DQB1_0201,7,8,"[0.02384, 0.01528, 0.004931, 0.02252, 0.003885, 0.04156, 0.04991, 0.002821, 0.0419, 0.03307, 0.01286, 0.003525, 0.005674, 0.03942, 0.04746, 0.03901, 0.02232, 0.001944, 0.0061, 0.0188, 0.00547, 2.419e-05, 4.067e-06, 1.707e-05, 0.009212, 9.797e-06, 7.952e-08, 2.478e-29, 1.334e-08, 6.203e-06, 4.562e-07, 5.659e-05, 0.04881, 0.0005475, 2.956e-05, 2.922e-09, 0.005599, 2.801e-11, 0.003301, 0.04733, 0.03057, 0.01771, 0.04996, 0.02042, 0.03925, 0.03804, 0.033, 0.04722, 0.00102, 0.001696, 0.03334, 0.005775, 0.008025, 0.001408, 0.009371, 0.03805, 0.01285, 0.03753, 0.02925, 0.02883, 0.03278, 0.04546, 0.006217, 0.0348, 0.03376, 0.02513, 0.04546, 0.0368, 0.02388, 0.004897, 0.0009996, 0.03808, 0.007812, 0.02587, 0.01308, 0.04664, 0.04861, 0.02719, 0.0112, 0.02714, 0.004948, 2.934e-11, 0.04223, 0.001313, 0.00491, 0.008681, 0.03614, 0.03656, 0.006612, 0.0002533, 0.00648, 0.006533, 0.001289, 0.01648, 0.01853, 0.004826, 0.01019, 0.0003474, 0.001719, 0.01368, 0.001629, 0.000567, 0.002247, 0.0006259, 0.001817, 0.02515, 0.0001654, 0.002083, 0.00835, 0.003328, 0.03463, 0.04421, 0.03337, 0.03402, 0.03518, 0.01464, 0.0359, 0.01693, 0.007149, 0.02777, 2.06e-07, 0.0433, 1.995e-06, 9.679e-11, 2.595e-08, 2.656e-05, 8.132e-07, 0.04722, 0.0345, 0.02721, 0.01911, 0.04453, 0.002827, 0.03483, 0.01191, 0.01599, 0.03391, 0.0399, 0.02159, 0.02983, 0.004933, 0.02285, 0.0405, 0.04928, 0.02608, 0.04088, 0.005009, 0.03194, 0.0007269, 0.02573]","[0.806, 0.761, 0.717, 2.04, 1.535, 1.168, 1.167, 1.96, 1.21, 1.275, 0.413, 0.804, 0.802, 1.287, 0.769, 0.639, 0.593, 0.75, 0.753, 0.778, 0.729, 1.528, 1.846, 1.196, 1.228, 1.217, 1.221, 2.934, 3.465, 2.835, 3.218, 2.585, 1.083, 1.338, 1.668, 1.518, 1.302, 2.019, 1.531, 1.836, 1.167, 0.89, 0.684, 1.815, 1.072, 1.24, 0.67, 1.22, 0.858, 0.848, 0.829, 1.455, 1.466, 1.383, 2.254, 1.123, 1.282, 1.15, 1.389, 1.433, 1.34, 1.368, 1.16, 1.141, 1.313, 1.166, 1.204, 1.156, 0.306, 0.873, 0.734, 0.546, 0.877, 0.31, 1.787, 0.924, 1.647, 0.516, 0.574, 0.885, 0.771, 4.811, 0.713, 1.239, 1.229, 1.248, 1.353, 1.224, 1.384, 2.21, 1.364, 1.273, 1.574, 0.769, 1.211, 1.906, 1.313, 1.628, 1.13, 1.122, 1.38, 1.179, 1.326, 1.307, 1.248, 1.116, 1.332, 1.335, 1.335, 0.795, 0.792, 0.485, 0.607, 0.485, 0.638, 0.71, 0.572, 1.465, 1.351, 1.166, 1.687, 1.589, 1.64, 1.717, 2.509, 2.674, 2.496, 0.645, 0.69, 0.384, 1.46, 0.757, 0.583, 1.21, 0.555, 0.759, 0.516, 1.781, 0.44, 0.931, 1.898, 0.342, 1.165, 1.277, 1.59, 1.197, 1.344, 0.747, 1.233, 1.329]","['Intestinal infection', 'Bacterial enteritis', 'Intestinal infection due to C. difficile', 'Tuberculosis', 'Chronic hepatitis', 'Dermatophytosis / Dermatomycosis', 'Dermatophytosis', 'Dermatophytosis of the body', 'Cancer of mouth', 'Hx of malignant neoplasm of oral cavity and pharynx', 'Malignant neoplasm of retroperitoneum and peritoneum', 'Melanomas of skin, dx or hx', 'Melanomas of skin', 'Acquired absence of breast', 'Cervical cancer and dysplasia', 'Cervical cancer', 'Cancer of other female genital organs', 'Manlignant and unknown neoplasms of brain and nervous system', 'Cancer of brain and nervous system', 'Cancer of brain', 'Secondary malignant neoplasm of digestive systems', 'Thyrotoxicosis with or without goiter', ""Graves' disease"", 'Hypothyroidism', 'Secondary hypothyroidism', 'Hypothyroidism NOS', 'Diabetes mellitus', 'Type 1 diabetes', 'Type 1 diabetes with ketoacidosis', 'Type 1 diabetes with renal manifestations', 'Type 1 diabetes with ophthalmic manifestations', 'Type 1 diabetes with neurological manifestations', 'Type 2 diabetes', 'Type 2 diabetes with renal manifestations', 'Type 2 diabetes with ophthalmic manifestations', 'Insulin pump user', 'Polyneuropathy in diabetes', 'Diabetic retinopathy', 'Hypoglycemia', 'Other disorders of neurohypophysis', 'Hyperpotassemia', 'Hypopotassemia', 'Alkalosis', 'Autoimmune hemolytic anemias', 'Other anemias', 'Anemia in chronic kidney disease', 'Senile dementia', 'Aphasia/speech disturbance', 'Anxiety disorders', 'Anxiety disorder', 'Adjustment reaction', 'Sleep related movement disorders', 'Restless legs syndrome', 'Partial epilepsy', 'Nonspecific abnormal findings in cerebrospinal fluid', 'Abnormal movement', 'Lack of coordination', 'Other retinal disorders', 'Macular degeneration, dry', 'Other nondiabetic retinopathy', 'Diplopia and disorders of binocular vision', 'Ptosis of eyelid', 'Hypertensive heart and/or renal disease', 'Hypertensive chronic kidney disease', 'Abnormal function study of cardiovascular system', 'Occlusion and stenosis of precerebral arteries', 'Atherosclerosis of the extremities', 'Peripheral vascular disease', 'Hypersensitivity angiitis', 'Acute upper respiratory infections of multiple or unspecified sites', 'Acute pharyngitis', 'Acute laryngitis and tracheitis', 'Allergic rhinitis', 'Respiratory arrest', 'Jaw disease NOS', 'GERD', 'Ulcer of esophagus', 'Heartburn', 'Other specified gastritis', 'Abdominal hernia', 'Diaphragmatic hernia', 'Celiac disease', 'Symptoms involving digestive system', 'Chronic liver disease and cirrhosis', 'Other chronic nonalcoholic liver disease', 'Cirrhosis of liver without mention of alcohol', 'Primary biliary cirrhosis', 'Other disorders of liver', 'Liver replaced by transplant', 'Acute and subacute necrosis of liver', 'Jaundice (not of newborn)', 'Other biliary tract disease', 'Cholangitis', 'Hemorrhage of rectum and anus', 'Nephritis; nephrosis; renal sclerosis', 'Chronic glomerulonephritis, NOS', 'Nephritis and nephropathy without mention of glomerulonephritis', 'Nephritis and nephropathy in diseases classified elsewhere', 'Renal failure', 'Acute renal failure', 'Renal failure NOS', 'Chronic renal failure [CKD]', 'Renal dialysis', 'End stage renal disease', 'Chronic Kidney Disease, Stage III', 'Other disorders of the kidney and ureters', 'Kidney replaced by transpant', 'Disorders resulting from impaired renal function', 'Renal osteodystrophy', 'Dysuria', 'Noninflammatory female genital disorders', 'Noninflammatory disorders of ovary, fallopian tube, and broad ligament', 'Noninflammatory disorders of vagina', 'Symptoms involving female genital tract', 'Absent or infrequent menstruation', 'Irregular menstrual cycle', 'Dysmenorrhea', 'Cellulitis and abscess of foot, toe', 'Other local infections of skin and subcutaneous tissue', 'Erythematous conditions', 'Lupus (localized and systemic)', 'Cutaneous lupus erythematosus', 'Systemic lupus erythematosus', 'Diffuse diseases of connective tissue', 'Sicca syndrome', 'Polymyositis', 'Dermatomyositis', 'Pyogenic arthritis', 'Other inflammatory spondylopathies', 'Ankylosing spondylitis', 'Ganglion and cyst of synovium, tendon, and bursa', 'Acquired toe deformities', 'Hammer toe (acquired)', 'Other specified osteoporosis', 'Other congenital musculoskeletal anomalies', 'Thoracic or lumbosacral neuritis or radiculitis, unspecified', 'Cramp of limb', 'Facial weakness', 'Symptoms involving nervous and musculoskeletal systems', 'Abdominal pain', 'Gangrene', 'Chronic fatigue syndrome', 'Fracture of lower limb', 'Fracture of tibia and fibula', 'Fracture of patella', 'Fracture of ankle and foot', 'Complications of transplants and reattached limbs', 'Bone marrow or stem cell transplant', 'Atopic/contact dermatitis due to other or unspecified', 'Certain early complications of trauma or procedure']",5 +DQB1_0303,6,8,"[0.03166, 0.0002136, 0.03876, 0.04315, 0.03926, 0.02004, 0.004829, 0.005778, 0.02899, 0.03862, 0.03278, 0.04217, 0.04513, 0.02811, 0.005592, 0.006991, 0.005185, 0.007007, 0.04596, 0.03484, 0.01987, 0.03594, 0.01392, 0.0182, 0.0488, 0.03534, 0.02742, 0.003562, 0.001862, 0.01513, 0.0002195, 0.006167, 0.006543, 0.04583, 0.03098, 0.02056, 0.04993, 0.00425, 0.03057, 0.03818, 0.03466, 0.03558, 0.008071, 0.001223, 0.002454, 0.005684, 0.01279, 0.04445, 0.03111, 0.03399, 0.02069, 0.02548, 0.04553, 0.01656, 0.01613, 0.04476, 0.0273, 0.03951]","[0.583, 1.459, 0.227, 1.296, 1.316, 1.985, 1.41, 1.18, 1.142, 1.26, 0.515, 0.129, 0.133, 1.734, 0.51, 0.293, 0.783, 0.785, 1.832, 1.73, 0.538, 1.553, 1.779, 0.709, 1.355, 1.181, 1.236, 1.36, 2.335, 0.471, 1.712, 1.729, 2.035, 1.412, 1.428, 0.488, 0.641, 0.66, 0.658, 0.713, 2.016, 2.041, 1.369, 1.613, 1.583, 1.603, 1.815, 1.561, 0.799, 2.311, 0.804, 0.896, 1.229, 0.295, 1.287, 1.469, 0.723, 1.55]","['Gram negative septicemia', 'Postoperative infection', 'Cancer of other male genital organs', 'Cancer of brain and nervous system', 'Cancer of brain', 'Cancer of other endocrine glands', 'Radiotherapy', 'Chemotherapy', 'Secondary malignant neoplasm', 'Secondary malignant neoplasm of liver', 'Simple and unspecified goiter', 'Type 1 diabetes with renal manifestations', 'Type 1 diabetes with neurological manifestations', 'Adrenal hyperfunction', 'Adrenal hypofunction', 'Acquired hemolytic anemias', 'Purpura and other hemorrhagic conditions', 'Thrombocytopenia', 'Somatoform disorder', 'Autism', 'Multiple sclerosis', 'Retinal vascular changes and abnomalities', 'Mitral valve stenosis and aortic valve stenosis', 'Abnormal heart sounds', 'Atrioventricular block, complete', 'Palpitations', 'Peripheral vascular disease', 'Peripheral vascular disease, unspecified', 'Arterial embolism and thrombosis of lower extremity artery', 'Influenza', 'Pneumonitis due to inhalation of food or vomitus', 'Diseases of the salivary glands', 'Disturbance of salivary secretion', 'Stricture and stenosis of esophagus', 'Other disorders of stomach and duodenum', 'Ulcerative colitis', 'Liver replaced by transplant', 'Nephritis; nephrosis; renal sclerosis', 'Nephritis and nephropathy without mention of glomerulonephritis', 'Hydronephrosis', 'Noninflammatory disorders of ovary, fallopian tube, and broad ligament', 'Infections specific to the perinatal period', 'Cellulitis and abscess of leg, except foot', 'Psoriasis and related disorders', 'Psoriasis', 'Psoriasis vulgaris', 'Psoriatic arthropathy', 'Ingrowing nail', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rupture of synovium', 'Osteoporosis NOS', 'Pain in joint', 'Cardiac and circulatory congenital anomalies', 'Other congenital musculoskeletal anomalies', 'Muscle weakness', 'Fracture of ribs', 'Dislocation', 'Complication of nervous system device, implant, and graft']",5 +DRB1_0901,6,8,"[0.005696, 0.02359, 0.02669, 0.03603, 0.01917, 0.02008, 0.03617, 0.04562, 0.03308, 0.02571, 0.00423, 0.00473, 0.03377, 0.007133, 0.01134, 0.02984, 0.0349, 0.009619, 0.01265, 0.00364, 0.04865, 0.0199, 0.01941, 0.04971, 0.03281, 0.01002, 0.0367, 0.04265, 0.04281, 0.004377, 0.02201, 0.04124, 0.02132, 0.04071, 0.0373, 0.02569, 0.00647, 0.0213, 0.009345, 0.004165, 0.02455, 0.005974, 0.0007585, 0.006067]","[2.985, 1.477, 1.503, 0.226, 3.415, 3.455, 0.472, 0.405, 0.578, 0.649, 0.592, 0.586, 0.621, 0.403, 2.949, 1.925, 1.422, 2.262, 2.695, 3.176, 0.76, 1.376, 1.78, 0.248, 1.231, 3.346, 1.434, 0.552, 2.225, 3.101, 2.338, 1.762, 1.897, 1.958, 2.969, 1.472, 0.488, 0.1, 0.787, 1.62, 0.363, 0.35, 2.66, 3.822]","['Candidiasis of skin and nails', 'Colorectal cancer', 'Colon cancer', 'Myeloid leukemia', 'Benign neoplasm of adrenal gland', 'Precocious sexual development and puberty NEC', 'Disorders of magnesium metabolism', 'Disorders of phosphorus metabolism', 'Fluid overload', 'Acute posthemorrhagic anemia', 'Purpura and other hemorrhagic conditions', 'Thrombocytopenia', 'Lymphadenitis', 'Swelling, mass, or lump in head and neck [Space-occupying lesion, intracranial NOS]', 'Schizophrenia', 'Essential tremor', 'Hereditary and idiopathic peripheral neuropathy', 'Retinal vascular changes and abnomalities', 'Ectropion or entropion', 'Arterial embolism and thrombosis of lower extremity artery', 'Acute upper respiratory infections of multiple or unspecified sites', 'Asthma', 'Pneumonitis due to inhalation of food or vomitus', 'Diseases of the jaws', 'GERD', 'Impaction of intestine', 'Other symptoms involving abdomen and pelvis', 'Calculus of kidney', 'Other disorders of testis', 'Inflammatory disease of breast', 'Need for Hormone replacement therapy (postmenopausal)', 'Dyschromia and Vitiligo', 'Other dyschromia', 'Systemic sclerosis', 'Hallux rigidus', 'Osteoarthrosis, generalized', 'Symptoms and disorders of the joints', 'Joint effusions', 'Pain in joint', 'Muscle weakness', 'Fracture of radius and ulna', 'Dislocation', 'Urticaria', 'Diaper or napkin rash']",5 +DRB1_1104,6,8,"[0.02874, 0.001081, 0.02033, 0.02214, 0.036, 0.01799, 0.02289, 0.0421, 0.005568, 0.04138, 0.03767, 0.03255, 0.03757, 0.03136, 0.04807, 0.02478, 0.02029, 0.0219, 0.0192, 0.04772, 0.01315, 0.02253, 0.04494, 0.04301, 0.02315, 0.04998, 0.02102, 0.001043, 0.01521, 0.005557, 0.03365, 0.01306, 0.00393, 0.03465, 0.02199, 0.0002876, 0.01814, 0.04071, 0.03061, 0.04642, 6.604e-05, 0.03952, 0.02982, 0.004101, 0.03863, 0.03369, 0.04569, 0.0372, 0.000262, 0.003752, 0.02783, 0.04604]","[0.371, 0.445, 1.936, 2.5, 1.747, 1.64, 1.586, 1.546, 0.318, 0.304, 1.448, 0.721, 0.752, 0.741, 0.441, 2.22, 2.76, 1.628, 2.295, 0.591, 2.096, 0.779, 0.133, 1.388, 0.832, 0.848, 0.751, 0.503, 0.594, 0.37, 1.791, 3.121, 1.884, 1.666, 1.909, 4.761, 0.75, 0.609, 0.745, 0.526, 2.674, 0.231, 0.701, 0.553, 0.703, 0.69, 0.437, 1.527, 4.094, 0.588, 0.826, 0.313]","['Herpes zoster', 'Candidiasis', 'Malignant neoplasm of liver, primary', 'Malignant neoplasm of retroperitoneum and peritoneum', 'Cervical intraepithelial neoplasia [CIN] [Cervical dysplasia]', 'Cancer of other female genital organs', 'Benign neoplasm of brain and other parts of nervous system', 'Benign neoplasm of brain, cranial nerves, meninges', 'Type 1 diabetes', 'Hypoglycemia', 'Disorders of magnesium metabolism', 'Coagulation defects', 'Thrombocytopenia', 'Abnormal movement', 'Disorders of other cranial nerves', 'Nonrheumatic pulmonary valve disorders', 'Acute pericarditis', 'Secondary/extrinsic cardiomyopathies', 'Subarachnoid hemorrhage', 'Late effects of cerebrovascular disease', 'Atherosclerosis of aorta', 'Acute upper respiratory infections of multiple or unspecified sites', 'Bronchitis', 'Pulmonary congestion and hypostasis', 'Diseases of esophagus', 'Esophagitis, GERD and related diseases', 'Dysphagia', 'Chronic liver disease and cirrhosis', 'Other chronic nonalcoholic liver disease', 'Liver abscess and sequelae of chronic liver disease', 'Urinary obstruction', 'Chronic prostatitis', 'Ovarian cyst', 'Other perinatal conditions of fetus or newborn', 'Respiratory conditions of fetus and newborn', 'Hemorrhage of fetus or newborn', 'Superficial cellulitis and abscess', 'Cellulitis and abscess of leg, except foot', 'Rash and other nonspecific skin eruption', 'Lupus (localized and systemic)', 'Systemic sclerosis', 'Arthropathy associated with infections', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Other arthropathies', 'Arthropathy NOS', 'Acquired toe deformities', 'Congenital anomalies of urinary system', 'Congenital deformities of feet', 'Myalgia and myositis unspecified', 'Fever of unknown origin', 'Fracture of unspecified part of femur']",5 +DRB1_1401,6,8,"[0.0048, 0.03293, 0.02678, 0.003534, 0.02384, 0.04789, 0.04819, 0.008226, 0.02712, 0.04334, 0.02495, 0.01835, 0.03469, 0.01945, 0.04052, 0.01769, 0.0112, 0.005852, 0.04266, 0.01408, 0.02863, 0.02271, 0.01518, 0.04032, 0.02104, 0.04489, 0.02476, 0.02609, 0.02486, 0.01499, 0.04843, 0.02544, 0.04192, 0.02689, 0.03349, 0.04129, 0.01415, 0.03579, 0.004818, 0.041, 0.01346, 0.04465, 0.02999]","[0.194, 0.62, 2.581, 0.609, 0.484, 0.784, 0.704, 0.302, 0.326, 0.132, 1.367, 2.28, 3.058, 1.45, 0.68, 1.909, 1.526, 1.655, 0.717, 0.551, 2.549, 0.39, 0.705, 0.632, 0.582, 0.813, 0.74, 0.472, 2.619, 3.171, 2.634, 3.463, 0.775, 2.164, 2.707, 2.922, 0.47, 0.72, 2.406, 2.429, 3.268, 0.311, 0.408]","['Type 1 diabetes', 'Insulin pump user', 'Hypoparathyroidism', 'Disorders of mineral metabolism', 'Disorders of magnesium metabolism', 'Hypovolemia', 'Iron deficiency anemias', 'Other deficiency anemia', 'Megaloblastic anemia', 'Other vitamin B12 deficiency anemia', 'Altered mental status', 'Psychogenic and somatoform disorders', 'Cerebral cysts', 'Abnormality of gait', 'Disorders of refraction and accommodation; blindness and low vision', 'Strabismus (not specified as paralytic)', 'Otitis media', 'Suppurative and unspecified otitis media', 'Cardiomegaly', 'Hemorrhoids', 'Pneumonia due to fungus (mycoses)', 'Respiratory insufficiency', 'Gastrointestinal hemorrhage', 'Blood in stool', 'Other symptoms involving abdomen and pelvis', 'Renal failure', 'Chronic renal failure [CKD]', 'Hydronephrosis', 'Symptoms involving female genital tract', 'Early onset of delivery', 'Hematological disorders of newborn', 'Neonatal bradycardia or tachycardia', 'Degenerative skin conditions and other dermatoses', 'Other specified diseases of sebaceous glands', 'Intervertebral disc disorder with myelopathy', 'Other and unspecified disc disorder', 'Synovitis and tenosynovitis', 'Osteopenia or other disorder of bone and cartilage', 'Congenital anomalies of face and neck', 'Congenital anomalies of skull and face bones', 'Upper gastrointestinal congenital anomalies', 'Cystic kidney disease', 'Complications of transplants and reattached limbs']",5 diff --git a/outputs/clusters/SNP_cluster_6.csv b/outputs/clusters/SNP_cluster_6.csv index ea7cf9a..7015c5a 100644 --- a/outputs/clusters/SNP_cluster_6.csv +++ b/outputs/clusters/SNP_cluster_6.csv @@ -1,10 +1,13 @@ snp,x,y,p_values,odds_ratios,phenotypes,cluster -DPB1_0601,0,3,"[0.03833, 0.02355, 0.005285, 0.01642, 0.008795, 0.04672, 0.0003959, 0.03372, 0.0007357, 0.03814, 0.04758, 0.02794, 0.009725, 0.04978, 0.04372, 0.03114, 0.009459, 0.04329, 0.02043, 0.03872, 0.03307, 0.02908, 0.02015, 0.04546, 0.04354, 0.00545, 0.04311, 0.04759, 0.04401, 0.02474, 0.01316, 0.04394, 0.004336, 0.03752, 0.01531, 0.03092, 0.007299, 0.04782, 0.035, 0.02977, 0.04392, 0.02431, 0.03227, 0.04442, 0.007404, 0.01863, 0.03123, 0.01286, 0.02268, 0.01298, 0.02881, 0.04536, 0.01177, 0.02707, 0.007673, 0.0001286, 0.01821, 0.02484, 0.002759, 0.01844]","[1.469, 1.533, 3.096, 1.286, 2.052, 0.365, 2.667, 1.902, 2.453, 1.499, 0.315, 0.429, 0.31, 0.701, 1.241, 1.547, 1.879, 1.401, 0.588, 0.689, 1.964, 2.826, 1.455, 1.48, 2.032, 1.458, 1.665, 1.494, 0.539, 1.927, 1.964, 2.235, 3.187, 1.166, 1.203, 0.729, 0.258, 0.676, 1.446, 0.374, 0.402, 0.422, 0.44, 0.403, 3.239, 3.083, 2.047, 1.355, 1.369, 1.51, 1.596, 2.23, 2.112, 2.453, 2.994, 1.701, 1.455, 2.644, 2.333, 1.987]","['Methicillin sensitive Staphylococcus aureus', 'Viral warts & HPV', 'Cancer of nasopharynx', 'Other non-epithelial cancer of skin', 'Carcinoma in situ of skin', 'Malignant neoplasm of ovary', 'Cancer of other female genital organs', 'Benign neoplasm of lip, oral cavity, and pharynx', 'Acquired hypothyroidism', 'Type 1 diabetes', 'Impaired fasting glucose', 'Testicular dysfunction', 'Testicular hypofunction', 'Hyperpotassemia', 'Diseases of white blood cells', 'Bipolar', 'Posttraumatic stress disorder', 'Substance addiction and disorders', 'Other conditions of brain, NOS', 'Hereditary and idiopathic peripheral neuropathy', 'Myasthenia gravis', 'Progressive myopia', 'Open-angle glaucoma', 'Inflammation of eyelids', ""Meniere's disease"", 'Other forms of chronic heart disease', 'Left bundle branch block', 'Heart transplant/surgery', 'Intracranial hemorrhage', 'Phlebitis and thrombophlebitis of lower extremities', 'Chronic obstructive asthma', 'Disorders of diaphragm', 'Respiratory complications', 'Esophagitis, GERD and related diseases', 'GERD', 'Diverticulosis and diverticulitis', 'Diverticulitis', 'Ascites (non malignant)', 'Hydronephrosis', 'Dyschromia and Vitiligo', 'Other dyschromia', 'Psoriasis and related disorders', 'Psoriasis', 'Psoriasis vulgaris', 'Circumscribed scleroderma', 'Abnormal granulation tissue', 'Dermatomyositis', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Synovitis and tenosynovitis', 'Joint effusions', 'Obstructive genitourinary defect', 'Congenital anomalies of limbs', 'Other congenital anomalies of lower limb, including pelvic girdle', 'Congenital hip dysplasia and deformity', 'Open wounds of head; neck; and trunk', 'Open wounds of extremities', 'Open wound of foot except toe(s) alone', 'Injuries to the nervous system', 'Poisoning by hormones and synthetic substitutes']",6 -DPB1_1101,1,3,"[0.02276, 0.03919, 0.007036, 0.001367, 0.003893, 0.003235, 0.000228, 0.02398, 0.01309, 0.03744, 0.02258, 0.02876, 0.03188, 0.003315, 0.007875, 0.04503, 0.006041, 0.0115, 0.04638, 0.00892, 0.02071, 0.0353, 0.04503, 0.03867, 0.02383, 0.003735, 0.03547, 0.04481, 0.01828, 0.01174, 0.03177, 0.04675, 0.03829, 0.0264, 0.03813, 0.02848, 0.004769, 0.03855, 0.0247, 0.007539, 0.01895, 0.002874, 0.03995, 0.04032, 0.04884, 0.003238, 0.001994, 0.01812, 0.04115, 0.01971, 0.01029, 0.0009635, 0.0429, 0.04478, 0.04224, 0.04195, 0.01564, 0.009567, 0.03478, 0.02463, 0.02661, 0.002621, 0.004418, 0.001131, 0.001469, 0.02924, 0.03634, 0.0435, 0.007738, 0.02416, 0.04862, 0.02472, 0.02009, 0.009126]","[2.228, 1.436, 1.834, 1.546, 1.891, 1.565, 2.001, 2.12, 0.626, 0.661, 0.48, 0.539, 1.727, 2.175, 0.543, 0.486, 0.413, 0.581, 0.135, 1.3, 1.604, 0.339, 0.866, 0.862, 0.797, 2.153, 0.807, 0.801, 0.253, 1.368, 1.322, 0.366, 0.475, 1.91, 1.796, 0.367, 2.581, 2.281, 0.714, 2.947, 0.679, 0.32, 0.127, 0.545, 1.993, 2.579, 1.556, 1.566, 0.48, 2.393, 1.493, 1.614, 0.306, 1.379, 2.254, 1.587, 2.158, 2.384, 2.851, 0.321, 0.326, 0.427, 0.633, 0.529, 2.562, 0.332, 0.825, 0.236, 1.905, 2.12, 1.467, 1.561, 1.969, 2.214]","['Viral hepatitis B', 'Cancer of mouth', 'Cancer of tongue', 'Cancer of larynx, pharynx, nasal cavities', 'Cancer of oropharynx', 'Cancer of larynx', 'Hx of malignant neoplasm of oral cavity and pharynx', 'Cancer of of nasal cavities', 'Colorectal cancer', 'Colon cancer', 'Malignant neoplasm of rectum, rectosigmoid junction, and anus', 'Thyroid cancer', 'Nodular lymphoma', 'Reticulosarcoma', 'Nontoxic nodular goiter', 'Nontoxic uninodular goiter', 'Nontoxic multinodular goiter', 'Secondary hypothyroidism', 'Ovarian dysfunction', 'Protein-calorie malnutrition', 'Adult failure to thrive', 'Delayed milestones', 'Disorders of lipoid metabolism', 'Hyperlipidemia', 'Hypercholesterolemia', 'Alkalosis', 'Overweight, obesity and other hyperalimentation', 'Obesity', 'Other immunological findings', 'Other specified nonpsychotic and/or transient mental disorders', 'Alteration of consciousness', 'Restless legs syndrome', 'Degenerative disease of the spinal cord', 'Chronic pain syndrome', 'Macular puckering of retina', 'Macular degeneration (senile) of retina NOS', 'Other disorders of middle ear and mastoid', 'Cholesteatoma', 'Pulmonary heart disease', 'Acute pericarditis', 'Occlusion and stenosis of precerebral arteries', 'Polyarteritis nodosa and allied conditions', 'Arteritis NOS', 'Encounter for long-term (current) use of aspirin', 'Nasal polyps', 'Postnasal drip', 'Pulmonary insufficiency or respiratory failure following trauma and surgery', 'Hyperventilation', 'Hemoptysis', 'Jaw disease NOS', 'Cirrhosis of liver without mention of alcohol', 'Abnormal results of function study of liver', 'Disorders of penis', 'Benign mammary dysplasias', 'Benign neoplasm of breast', 'Mammographic microcalcification', 'Breast conditions, congenital or relating to hormones', 'Hypertrophy of breast (Gynecomastia)', 'Neonatal bradycardia or tachycardia', 'Erythematosquamous dermatosis', 'Seborrheic dermatitis', 'Diffuse diseases of connective tissue', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Other disorders of cervical region', 'Bursitis', 'Osteoarthrosis', 'Chromosomal anomalies and genetic disorders', 'Malaise and fatigue', 'Open wound of finger(s)', 'Dermatitis due to solar radiation', 'Chronic dermatitis due to solar radiation', 'Poisoning by hormones and synthetic substitutes', 'Adrenal cortical steroids causing adverse effects in therapeutic use']",6 -DQA1_0301,0,2,"[0.02911, 0.01113, 0.02281, 0.01157, 0.0359, 0.04149, 0.04367, 0.01224, 0.0202, 0.04113, 0.03932, 0.003158, 1.7e-05, 2.319e-31, 1.018e-11, 6.442e-09, 1.467e-09, 1.219e-08, 0.04393, 9.745e-06, 1.713e-05, 0.02669, 0.02263, 0.03084, 0.03138, 0.01347, 0.009066, 0.01632, 0.00602, 0.03976, 0.03784, 0.04511, 0.01109, 0.01081, 0.01835, 0.03101, 0.01896, 0.003168, 0.03956, 0.008198, 0.04621, 0.03523, 0.01785, 0.04965, 0.03966, 0.04147, 0.01642, 0.00104, 0.02409, 0.000502, 0.009005, 0.03191, 0.03273, 0.04289, 0.04076, 0.03006, 0.03649, 0.002368, 0.04133, 0.01552, 0.005086, 0.02361, 0.04274, 0.04546, 0.003211, 0.04801, 0.01686, 0.01004, 0.04631, 0.0258, 0.02335, 1.386e-11, 5.607e-17, 0.0006918, 0.02144, 1.311e-06, 0.04019, 0.0227, 0.00323, 0.00726, 0.005723, 0.0004153, 0.0116, 0.002735, 0.01864, 0.01235, 0.04848, 0.03581, 0.03363, 0.04981, 0.03778, 0.01873, 0.01977, 0.01582, 0.03984, 0.02226]","[0.835, 0.497, 1.189, 0.499, 1.264, 1.246, 1.133, 1.2, 0.481, 1.816, 1.081, 1.126, 1.156, 3.178, 5.733, 4.353, 4.864, 4.373, 0.733, 1.339, 1.554, 1.219, 0.703, 0.812, 0.709, 0.474, 1.231, 0.731, 0.639, 0.82, 1.373, 0.53, 1.664, 1.728, 1.35, 0.845, 1.193, 0.49, 0.686, 1.249, 0.75, 1.206, 1.286, 0.819, 1.239, 0.78, 0.69, 2.205, 0.817, 0.588, 0.542, 0.566, 0.887, 0.855, 0.85, 0.491, 1.191, 1.452, 1.354, 1.187, 0.483, 1.488, 0.882, 1.235, 0.474, 0.817, 0.548, 0.483, 0.801, 1.979, 1.381, 1.463, 1.7, 0.527, 1.862, 1.639, 0.873, 0.713, 1.241, 1.347, 1.443, 1.256, 1.098, 1.146, 1.214, 1.228, 1.578, 0.633, 0.869, 1.212, 1.744, 1.877, 1.528, 0.606, 1.801, 1.729]","['Intestinal infection', 'Herpes zoster with nervous system complications', 'Viral infection', 'Malignant neoplasm of retroperitoneum and peritoneum', 'Bone cancer', 'Cervical cancer and dysplasia', 'Secondary malignancy of respiratory organs', 'Secondary malignancy of bone', 'Benign neoplasm of ovary', 'Benign neoplasm of adrenal gland', 'Hypothyroidism', 'Hypothyroidism NOS', 'Diabetes mellitus', 'Type 1 diabetes', 'Type 1 diabetes with ketoacidosis', 'Type 1 diabetes with renal manifestations', 'Type 1 diabetes with ophthalmic manifestations', 'Type 1 diabetes with neurological manifestations', 'Diabetes type 2 with peripheral circulatory disorders', 'Insulin pump user', 'Diabetic retinopathy', 'Disorders of adrenal glands', 'Hyperglyceridemia', 'Aphasia/speech disturbance', 'Aphasia', 'Obsessive-compulsive disorders', 'Substance addiction and disorders', 'Multiple sclerosis', 'Other demyelinating diseases of central nervous system', 'Lack of coordination', 'Other nondiabetic retinopathy', ""Fuchs' dystrophy"", 'Hypermetropia', 'Amblyopia', 'Strabismus (not specified as paralytic)', 'Hypertensive heart disease', 'Heart failure NOS', 'Subarachnoid hemorrhage', 'Cerebral aneurysm', 'Atherosclerosis of the extremities', 'Varicose veins of lower extremity', 'Other disorders of circulatory system', 'Circulatory disease NEC', 'Respiratory insufficiency', 'Wheezing', 'Gingival and periodontal diseases', 'Gingivitis', 'Sialoadenitis', 'Inflammatory bowel disease and other gastroenteritis and colitis', 'Ulcerative colitis', 'Ulcerative colitis (chronic)', 'Celiac disease', 'Diverticulosis and diverticulitis', 'Abnormal results of function study of liver', 'Cholelithiasis', 'Cholelithiasis with acute cholecystitis', 'Diseases of pancreas', 'Acute pancreatitis', 'Hematemesis', 'Kidney replaced by transpant', 'Oliguria and anuria', 'Noninflammatory disorders of vagina', 'Symptomatic menopause', 'Cellulitis and abscess of trunk', 'Congenital anomalies of skin', 'Lupus (localized and systemic)', 'Cutaneous lupus erythematosus', 'Prurigo and Lichen', 'Psoriasis and related disorders', 'Hidradenitis', 'Arthropathy associated with infections', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Juvenile rheumatoid arthritis', 'Ankylosing spondylitis', 'Polymyalgia Rheumatica', 'Spinal stenosis', 'Postlaminectomy syndrome', 'Acquired foot deformities', 'Acquired toe deformities', 'Hammer toe (acquired)', 'Osteoarthrosis, generalized', 'Osteoporosis, osteopenia and pathological fracture', 'Osteoporosis', 'Senile osteoporosis', 'Other specified osteoporosis', 'Obstructive genitourinary defect', 'Abnormal posture', 'Sprains and strains', 'Complications of transplants and reattached limbs', 'Open wound of foot except toe(s) alone', 'Traumatic amputation', 'Non-healing surgical wound', 'Allergic reaction to food', 'Poisoning by analgesics, antipyretics, and antirheumatics', 'Adverse effects of sedatives or other central nervous system depressants and anesthetics']",6 -DQA1_0401,0,0,"[0.01425, 0.01218, 0.04499, 0.0352, 0.003467, 0.003961, 0.00717, 0.02009, 0.01533, 0.03819, 0.03275, 0.003954, 0.01113, 0.002551, 0.01035, 0.02763, 0.02301, 0.03094, 0.03742, 0.03863, 0.003822, 0.003344, 0.00252, 0.002467, 0.009886, 0.04518, 0.03831, 0.03851, 0.03448, 0.03031, 0.004923, 0.03299, 0.007362, 0.006328, 0.03521, 0.006425, 0.04938, 0.03574, 4.934e-06, 1.7e-05, 0.02666, 0.04714, 0.04129, 0.03683, 0.002527, 0.02409, 0.0255, 0.01757, 0.04062, 0.01906, 0.04983, 0.01202, 0.04895, 0.003259, 3.834e-08, 0.02007, 0.03513, 0.02346, 0.0125, 0.04318, 0.03361, 0.04589, 0.01054, 0.01516, 0.02978, 0.01506, 0.04895, 7.085e-11, 0.0204, 0.04651, 0.04766, 0.01334, 0.04025, 0.03888, 0.01295, 0.04917, 0.0004058, 0.04555, 0.0186]","[1.451, 1.812, 1.958, 0.757, 0.656, 0.66, 1.411, 1.476, 1.534, 1.448, 1.465, 2.107, 1.429, 1.574, 1.506, 1.403, 1.671, 1.802, 2.489, 1.523, 1.572, 1.646, 1.799, 3.245, 2.895, 1.129, 1.355, 1.385, 1.463, 2.405, 2.489, 1.483, 1.481, 2.846, 1.423, 1.66, 1.655, 2.207, 2.247, 2.707, 2.463, 1.297, 2.06, 2.329, 1.51, 0.495, 1.659, 1.845, 1.302, 1.39, 0.318, 1.655, 1.742, 1.768, 2.852, 1.591, 1.607, 1.22, 1.369, 1.631, 1.756, 0.504, 2.283, 2.383, 0.76, 0.744, 0.511, 3.941, 0.682, 1.486, 0.852, 1.727, 2.289, 0.126, 0.519, 1.833, 4.027, 0.677, 0.406]","['E. coli', 'Chronic hepatitis', ""Althete's foot"", 'Breast cancer', 'Breast cancer [female]', 'Malignant neoplasm of female breast', 'Cancer of urinary organs (incl. kidney and bladder)', 'Cancer of kidney and renal pelvis', 'Malignant neoplasm of kidney, except pelvis', 'Cancer of bladder', 'Malignant neoplasm of bladder', 'Malignant neoplasm of other urinary organs', 'Manlignant and unknown neoplasms of brain and nervous system', 'Cancer of brain and nervous system', 'Cancer of brain', 'Radiotherapy', ""Graves' disease"", 'Acquired hypothyroidism', ""Cushing's syndrome"", 'Failure to thrive (childhood)', 'Disorders of protein plasma/amino-acid transport and metabolism', 'Disorders of plasma protein metabolism', 'Paraproteinemia', 'Crystal arthropathies', 'Chondrocalcinosis', 'Disorders of fluid, electrolyte, and acid-base balance', 'Disorders involving the immune mechanism', 'Immunity deficiency', 'Iron deficiency anemia secondary to blood loss (chronic)', 'Spontaneous ecchymoses', 'Diseases of spleen', 'Schizophrenia and other psychotic disorders', 'Substance addiction and disorders', 'Hypersomnia', 'Other cerebral degenerations', 'Hydrocephalus', 'Other demyelinating diseases of central nervous system', 'Nonspecific abnormal findings on radiological and other examination of skull and head', 'Disorders of other cranial nerves', 'Trigeminal nerve disorders [CN5]', 'Nystagmus and other irregular eye movements', 'Chronic pulmonary heart disease', 'Chronic pericarditis', 'Supraventricular premature beats', 'Heart failure with preserved EF [Diastolic heart failure]', 'Abdominal aortic aneurysm', 'Chronic venous insufficiency [CVI]', 'Bronchitis', 'Other diseases of respiratory system, not elsewhere classified', 'Symptoms involving respiratory system and other chest symptoms', 'Reflux esophagitis', 'Esophageal bleeding (varices/hemorrhage)', 'Gastroparesis', 'Other disorders of stomach and duodenum', 'Primary biliary cirrhosis', 'Portal hypertension', 'Splenomegaly', 'Chronic renal failure [CKD]', 'Chronic Kidney Disease, Stage III', 'Stricture/obstruction of ureter', 'Gross hematuria', 'Inflammatory diseases of prostate', 'Congenital anomalies of skin', 'Prurigo and Lichen', 'Actinic keratosis', 'Seborrheic keratosis', 'Acne', 'Juvenile rheumatoid arthritis', 'Enthesopathy', 'Stiffness of joint', 'Osteoporosis, osteopenia and pathological fracture', 'Musculoskeletal symptoms referable to limbs', 'Pallor and flushing', 'Fracture of clavicle or scapula', 'Hemorrhage or hematoma complicating a procedure', 'Allergic reaction to food', 'Postoperative shock', 'Poisoning by primarily systemic agents', 'Systemic inflammatory response syndrome (SIRS)']",6 -DQB1_0302,0,1,"[0.00999, 0.03292, 0.01003, 0.01394, 0.01137, 0.02089, 0.02352, 0.03191, 0.03678, 0.0308, 1.71e-11, 4.6129999999999996e-54, 9.957e-18, 1.8e-15, 2.707e-16, 3.02e-14, 1.217e-10, 0.04905, 0.004673, 1.905e-09, 0.0004308, 0.02921, 0.007571, 0.02926, 0.006976, 0.01977, 0.01599, 0.002461, 0.04479, 0.008746, 0.00916, 0.009962, 0.043, 0.0323, 0.04094, 0.04136, 0.01429, 0.02115, 0.0241, 0.01654, 0.04866, 0.03819, 0.03002, 0.04345, 0.02617, 0.04543, 0.02195, 0.004747, 0.02928, 0.04972, 0.02144, 0.02811, 0.0255, 0.02701, 0.009126, 0.0178, 0.02545, 0.04368, 0.004171, 0.02377, 0.01492, 0.02983, 0.0198, 0.005485, 0.002518, 0.03151, 0.03999, 0.04143, 0.03945, 0.01935, 0.04159, 0.01469, 0.003596, 0.005321, 0.002123, 0.02058, 0.04074, 0.04042, 5.836e-05, 0.04521, 0.007704, 0.032, 0.04867, 0.02384, 0.03584, 0.001632, 0.005255, 0.01078, 0.009903, 0.0298, 3.844e-07, 2.475e-10, 0.01645, 0.000802, 0.02255, 0.02644, 0.02211, 0.03737, 0.01029, 0.0006564, 0.02283, 0.0004123, 0.0003642, 0.00165, 0.006285, 0.009511, 0.01674, 0.02846, 0.04948, 0.03771, 0.04308, 0.03462, 0.04323, 0.0005974, 0.003822, 0.02164, 0.03285, 0.004033, 0.04063, 0.04946, 0.002106]","[1.498, 1.397, 1.363, 1.448, 1.591, 0.861, 1.561, 1.614, 1.953, 1.543, 1.298, 4.42, 7.093, 6.658, 7.326, 6.257, 1.595, 1.154, 1.325, 1.92, 1.681, 1.248, 1.382, 1.374, 2.31, 1.204, 1.303, 1.154, 0.448, 1.266, 1.612, 0.614, 1.222, 1.488, 1.433, 0.624, 1.51, 1.649, 1.38, 1.717, 1.869, 1.566, 1.151, 1.187, 1.216, 0.884, 1.219, 0.372, 1.533, 1.485, 1.498, 1.47, 1.309, 1.161, 1.451, 0.599, 0.549, 1.268, 0.689, 0.698, 1.544, 0.776, 0.775, 0.588, 0.552, 0.821, 0.381, 1.357, 0.75, 0.296, 0.69, 1.397, 1.275, 1.355, 1.544, 1.78, 1.222, 1.186, 1.371, 1.301, 1.595, 0.551, 0.427, 1.86, 0.401, 1.663, 2.391, 1.338, 1.593, 1.379, 1.381, 1.56, 0.572, 1.469, 0.649, 1.184, 1.161, 1.421, 1.726, 1.324, 1.938, 1.538, 1.671, 1.262, 1.125, 1.147, 1.252, 1.141, 1.264, 1.154, 0.933, 1.204, 0.468, 1.447, 2.226, 1.915, 1.931, 1.751, 0.584, 1.419, 2.144]","['Herpes simplex', 'Squamous cell carcinoma', 'Cervical cancer and dysplasia', 'Cervical intraepithelial neoplasia [CIN] [Cervical dysplasia]', 'Cancer of other female genital organs', 'Secondary malignancy of lymph nodes', 'Vascular hamartomas and non-neoplastic nevi', 'Nevus, non-neoplastic', 'Exophthalmos', 'Secondary diabetes mellitus', 'Diabetes mellitus', 'Type 1 diabetes', 'Type 1 diabetes with ketoacidosis', 'Type 1 diabetes with renal manifestations', 'Type 1 diabetes with ophthalmic manifestations', 'Type 1 diabetes with neurological manifestations', 'Insulin pump user', 'Other abnormal glucose', 'Polyneuropathy in diabetes', 'Diabetic retinopathy', 'Hypoglycemia', 'Disorders of adrenal glands', 'Adrenal hypofunction', 'Glucocorticoid deficiency', 'Disorders of amino-acid metabolism', 'Disorders of calcium/phosphorus metabolism', 'Disorders of phosphorus metabolism', 'Hypovolemia', 'Hallucinations', 'Substance addiction and disorders', 'Cerebral degeneration, unspecified', ""Parkinson's disease"", 'Extrapyramidal disease and abnormal movement disorders', 'Torsion dystonia', 'Trigeminal nerve disorders [CN5]', 'Retinal detachment with retinal defect', 'Other nondiabetic retinopathy', 'Hypermetropia', 'Blindness and low vision', 'Optic atrophy', 'Labyrinthitis', 'Nonrheumatic pulmonary valve disorders', 'Hypertensive chronic kidney disease', 'Abnormal electrocardiogram [ECG] [EKG]', 'Paroxysmal ventricular tachycardia', 'Palpitations', 'Heart failure NOS', 'Subarachnoid hemorrhage', 'Atherosclerosis of native arteries of the extremities with ulceration or gangrene', 'Giant cell arteritis', 'Arteritis NOS', 'Phlebitis and thrombophlebitis of lower extremities', 'Circulatory disease NEC', 'Chronic sinusitis', 'Bronchiectasis', 'Other alveolar and parietoalveolar pneumonopathy', 'Idiopathic fibrosing alveolitis', 'Wheezing', 'Hyperventilation', 'Stricture and stenosis of esophagus', 'Gastroparesis', 'Inguinal hernia', 'Inflammatory bowel disease and other gastroenteritis and colitis', 'Ulcerative colitis', 'Ileostomy status', 'Functional digestive disorders', 'Anal and rectal polyp', 'Primary biliary cirrhosis', 'Jaundice (not of newborn)', 'Cholelithiasis with acute cholecystitis', 'Cholangitis', 'Acute pancreatitis', 'Nephritis; nephrosis; renal sclerosis', 'Nephritis and nephropathy without mention of glomerulonephritis', 'Nephritis and nephropathy in diseases classified elsewhere', 'Renal sclerosis, NOS', 'Renal dialysis', 'End stage renal disease', 'Kidney replaced by transpant', 'Inflammatory diseases of prostate', 'Prostatitis', 'Uterine/Uterovaginal prolapse', 'Vaginal enterocele, congenital or acquired', 'Dysplasia of female genital organs', 'Perinatal disorders of digestive system', 'Cellulitis and abscess of foot, toe', 'Hidradenitis', 'Chronic ulcer of leg or foot', 'Acute osteomyelitis', 'Chronic osteomyelitis', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Juvenile rheumatoid arthritis', 'Polymyalgia Rheumatica', 'Postlaminectomy syndrome', 'Enthesopathy', 'Other disorders of synovium, tendon, and bursa', 'Ganglion and cyst of synovium, tendon, and bursa', 'Contracture of tendon (sheath)', 'Acquired foot deformities', 'Flat foot', 'Acquired toe deformities', 'Hammer toe (acquired)', 'Osteoarthrosis, generalized', 'Osteoporosis, osteopenia and pathological fracture', 'Osteoporosis', 'Other specified osteoporosis', 'Osteopenia or other disorder of bone and cartilage', 'Valvular heart disease/ heart chambers', 'Myalgia and myositis unspecified', 'Abdominal pain', 'Dislocation', 'Traumatic arthropathy', 'Complications of transplants and reattached limbs', 'Open wound of foot except toe(s) alone', 'Traumatic amputation', 'Complication of amputation stump', 'Non-healing surgical wound', 'Allergic reaction to food', 'Poisoning by hormones and synthetic substitutes', 'Adverse effects of sedatives or other central nervous system depressants and anesthetics']",6 -DQB1_0503,1,2,"[0.04259, 0.04549, 0.0247, 0.02474, 0.002411, 0.0351, 0.04729, 0.03101, 0.02243, 0.0086, 0.02526, 0.0482, 0.04556, 0.009641, 0.002565, 0.02061, 0.02189, 0.04909, 0.04089, 0.03011, 0.03414, 0.009969, 0.02381, 0.03617, 0.03167, 0.001567, 0.04186, 0.04456, 0.03757, 0.003796, 0.03015, 0.02386, 0.00424, 0.01583, 0.002038, 0.04421, 0.01697, 0.03507, 0.03706, 0.02324, 0.01969, 0.03417, 0.02443, 0.04068, 0.04878, 0.01185, 0.04093, 0.01461, 0.02963, 0.01974, 0.03369, 0.01621, 0.03665, 0.02174, 0.03526, 0.03016]","[0.586, 0.58, 1.399, 0.618, 0.337, 1.718, 1.449, 1.843, 2.51, 2.553, 0.565, 1.14, 1.142, 0.718, 0.359, 0.433, 0.262, 2.033, 1.443, 1.223, 1.781, 2.142, 2.231, 1.52, 1.639, 3.739, 1.237, 1.317, 1.507, 1.911, 0.753, 1.752, 2.413, 1.388, 1.513, 0.565, 1.255, 0.637, 1.37, 0.665, 0.551, 2.222, 2.82, 1.822, 0.756, 0.65, 0.532, 0.57, 1.773, 1.52, 0.62, 0.337, 1.901, 1.462, 1.742, 1.608]","['Bacterial enteritis', 'Intestinal infection due to C. difficile', 'Viral infection', 'Cancer of larynx', 'Type 1 diabetes', 'Diabetes type 2 with peripheral circulatory disorders', 'Disorders of the pituitary gland and its hypothalamic control', 'Ovarian dysfunction', 'Carcinoid syndrome', 'Cachexia', 'Disorders of protein plasma/amino-acid transport and metabolism', 'Disorders of lipoid metabolism', 'Hyperlipidemia', 'Disorders of mineral metabolism', 'Other deficiency anemia', 'Megaloblastic anemia', 'Other vitamin B12 deficiency anemia', 'Vascular dementia', 'Other persistent mental disorders due to conditions classified elsewhere', 'Anxiety disorder', 'Agorophobia, social phobia, and panic disorder', 'Psychogenic and somatoform disorders', 'Somatoform disorder', 'Pervasive developmental disorders', 'Attention deficit hyperactivity disorder', 'Cerebral cysts', 'Abnormal movement', 'Abnormality of gait', 'Strabismus and other disorders of binocular eye movements', 'Strabismus (not specified as paralytic)', 'Cardiomegaly', 'Intracerebral hemorrhage', 'Nasal polyps', 'Diseases of the larynx and vocal cords', 'Other upper respiratory disease', 'Respiratory insufficiency', 'Other diseases of lung', 'Cirrhosis of liver without mention of alcohol', 'Cholelithiasis', 'Other symptoms involving abdomen and pelvis', 'Hydronephrosis', 'Benign neoplasm of breast', 'Neonatal bradycardia or tachycardia', 'Corns and callosities', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Polymyalgia Rheumatica', 'Synovitis and tenosynovitis', 'Contracture of joint', 'Pathologic fracture', 'Genitourinary congenital anomalies', 'Cystic kidney disease', 'Other congenital musculoskeletal anomalies', 'Neuralgia, neuritis, and radiculitis NOS', 'Complication of nervous system device, implant, and graft', 'Systemic inflammatory response syndrome (SIRS)']",6 -DRB1_0401,0,2,"[0.0001061, 0.0008414, 0.0009412, 0.01522, 0.01084, 0.04308, 0.03352, 0.03929, 0.00203, 0.006797, 0.00641, 0.00256, 0.009192, 0.002008, 0.03932, 0.01885, 0.03232, 0.04726, 0.02365, 1.66e-06, 1.1820000000000002e-26, 6.87e-14, 4.321e-07, 2.495e-08, 7.064e-10, 2.345e-05, 0.04546, 0.01344, 4.102e-05, 0.03598, 0.03605, 0.0395, 0.03203, 0.005364, 0.03732, 0.02044, 0.04138, 0.004674, 0.008217, 0.01113, 0.03783, 0.02486, 0.01677, 0.004131, 0.0241, 0.04404, 0.03242, 0.002602, 0.02757, 0.004483, 0.01303, 0.03743, 0.0448, 0.02314, 0.02714, 0.03161, 0.02163, 0.02668, 0.03753, 0.01418, 0.04631, 0.04941, 0.02064, 0.002525, 0.01336, 0.009082, 0.01089, 0.03316, 0.03834, 0.01376, 0.03002, 0.004232, 0.009635, 0.0006965, 0.001698, 0.01938, 0.03752, 0.01918, 0.0001638, 0.0002335, 0.02605, 0.01419, 0.04905, 0.01518, 0.03548, 0.04824, 0.03937, 0.03003, 0.01463, 0.03984, 0.01261, 2.391e-19, 2.144e-25, 0.02305, 6.241e-05, 0.004336, 0.01103, 0.008499, 0.006459, 0.007092, 0.02737, 0.0206, 0.01081, 0.04716, 0.04266, 0.0102, 0.04846, 0.04681]","[0.66, 0.659, 0.653, 2.155, 0.759, 0.487, 1.305, 0.724, 0.804, 0.821, 0.82, 0.767, 0.733, 0.665, 1.138, 1.215, 0.397, 0.765, 0.545, 1.205, 2.816, 5.276, 3.218, 3.642, 4.271, 1.37, 1.142, 1.194, 1.585, 1.238, 1.294, 1.351, 1.471, 2.107, 1.126, 1.235, 1.563, 0.599, 0.602, 0.655, 0.657, 2.068, 1.497, 1.918, 1.674, 1.192, 0.603, 1.331, 1.311, 1.358, 1.641, 1.235, 1.275, 0.533, 0.758, 1.577, 0.302, 0.644, 1.522, 1.875, 0.552, 1.573, 0.776, 0.552, 0.453, 0.355, 0.788, 0.814, 1.218, 1.403, 1.429, 0.632, 0.85, 0.773, 1.919, 0.734, 0.605, 1.319, 0.485, 0.493, 0.489, 0.732, 0.529, 0.726, 0.454, 0.876, 0.663, 1.692, 2.167, 1.462, 1.481, 1.732, 2.018, 1.931, 1.571, 1.237, 1.116, 1.15, 1.29, 1.286, 0.437, 1.768, 2.039, 0.677, 1.361, 1.252, 1.26, 1.44]","['Intestinal infection', 'Bacterial enteritis', 'Intestinal infection due to C. difficile', 'Tuberculosis', 'Dermatophytosis of nail', 'Malignant neoplasm of retroperitoneum and peritoneum', 'Bone cancer', 'Basal cell carcinoma', 'Breast cancer', 'Breast cancer [female]', 'Malignant neoplasm of female breast', 'Cancer of urinary organs (incl. kidney and bladder)', 'Cancer of kidney and renal pelvis', 'Malignant neoplasm of kidney, except pelvis', 'Cancer, suspected or other', 'Secondary malignancy of bone', 'Benign neoplasm of ovary', 'Benign neoplasm of brain, cranial nerves, meninges', 'Hemangioma of skin and subcutaneous tissue', 'Diabetes mellitus', 'Type 1 diabetes', 'Type 1 diabetes with ketoacidosis', 'Type 1 diabetes with renal manifestations', 'Type 1 diabetes with ophthalmic manifestations', 'Type 1 diabetes with neurological manifestations', 'Insulin pump user', 'Abnormal glucose', 'Other abnormal glucose', 'Diabetic retinopathy', 'Disorders of adrenal glands', 'Adrenal hypofunction', 'Glucocorticoid deficiency', 'Ovarian dysfunction', 'Carcinoid syndrome', 'Vitamin deficiency', 'Substance addiction and disorders', 'Other CNS infection and poliomyelitis', 'Sleep related movement disorders', 'Restless legs syndrome', 'Multiple sclerosis', 'Other demyelinating diseases of central nervous system', 'Cerebral cysts', 'Other nondiabetic retinopathy', 'Amblyopia', 'Optic atrophy', 'Heart failure NOS', 'Cerebral aneurysm', 'Atherosclerosis of the extremities', 'Atherosclerosis of native arteries of the extremities with intermittent claudication', 'Polyarteritis nodosa and allied conditions', 'Giant cell arteritis', 'Other disorders of circulatory system', 'Circulatory disease NEC', 'Chronic laryngitis', 'Hyperventilation', 'Solitary pulmonary nodule', 'Tracheostomy complications', 'Gingivitis', 'Temporomandibular joint disorders', 'Sialoadenitis', 'Disturbance of salivary secretion', 'Heartburn', 'Inflammatory bowel disease and other gastroenteritis and colitis', 'Ulcerative colitis', 'Ulcerative colitis (chronic)', 'Celiac disease', 'Noninfectious gastroenteritis', 'Cholelithiasis', 'Diseases of pancreas', 'Acute pancreatitis', 'Hematemesis', 'Mammographic microcalcification', 'Menopausal and postmenopausal disorders', 'Symptomatic menopause', 'Diabetes or abnormal glucose tolerance complicating pregnancy', 'Other perinatal conditions of fetus or newborn', 'Perinatal jaundice', 'Cellulitis and abscess of trunk', 'Erythematosquamous dermatosis', 'Seborrheic dermatitis', 'Congenital anomalies of skin', 'Lupus (localized and systemic)', 'Cutaneous lupus erythematosus', 'Systemic lupus erythematosus', 'Prurigo and Lichen', 'Actinic keratosis', 'Alopecia', 'Disorders of sweat glands', 'Hidradenitis', 'Acute osteomyelitis', 'Arthropathy associated with infections', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Ankylosing spondylitis', 'Polymyalgia Rheumatica', 'Osteoarthrosis, generalized', 'Osteoporosis, osteopenia and pathological fracture', 'Osteoporosis', 'Senile osteoporosis', 'Other specified osteoporosis', 'Congenital anomalies of peripheral vascular system', 'Obstructive genitourinary defect', 'Persistent vomiting', 'Abnormal tumor markers', 'Fracture of unspecified part of femur', 'Dislocation', 'Complication of internal orthopedic device', 'Poisoning by antibiotics']",6 -DRB1_0404,0,3,"[0.01454, 0.03217, 0.04692, 0.008381, 0.02886, 0.04774, 0.04012, 0.03112, 0.04761, 0.02886, 0.0477, 0.01096, 0.03554, 7.323e-05, 0.005974, 0.0159, 0.01891, 0.02933, 0.03648, 0.04417, 0.01961, 0.02193, 0.04168, 0.03769, 0.01301, 0.006757, 0.01673, 0.01286, 0.0403, 0.01145, 0.02053, 0.02545, 0.02089, 0.03358, 0.003445, 0.04, 0.02379, 0.04242, 0.01323, 0.008496, 0.02862, 0.02127, 0.0005775, 0.03349, 0.03413, 0.01229, 0.008192, 0.01936, 0.03151, 0.03585, 0.01674, 0.0285, 0.02174, 0.04034, 0.0125, 0.002353, 0.01948, 0.04033, 0.01437, 0.02429, 0.008154, 0.006767, 0.03221, 0.01975, 0.02017, 0.02114, 0.009248, 0.03439, 0.02997, 0.03516, 0.006128, 0.005806, 0.04842, 0.03506, 0.02369, 0.00174, 0.008288, 0.002297, 0.02981, 0.01019, 0.002082]","[1.399, 1.358, 1.427, 1.696, 1.626, 1.204, 1.647, 1.275, 1.596, 1.387, 1.658, 1.179, 1.714, 1.713, 2.262, 2.092, 1.592, 1.426, 0.224, 1.462, 1.285, 1.398, 0.477, 0.791, 0.716, 0.628, 0.45, 1.604, 2.044, 0.439, 1.269, 0.678, 0.657, 1.361, 2.871, 2.043, 2.208, 1.639, 0.448, 0.764, 0.789, 0.725, 1.865, 1.474, 0.688, 1.329, 1.468, 1.603, 1.269, 1.644, 0.246, 0.209, 1.374, 0.655, 0.354, 0.69, 0.547, 0.588, 0.575, 0.601, 0.471, 2.784, 0.409, 1.938, 1.264, 2.245, 1.643, 1.244, 1.611, 1.726, 2.213, 2.443, 0.739, 0.621, 1.288, 1.436, 2.435, 2.084, 0.475, 1.773, 2.519]","['Bacterial enteritis', 'Intestinal infection due to C. difficile', 'Basal cell carcinoma', 'Squamous cell carcinoma', 'Carcinoma in situ of skin', 'Breast cancer [female]', 'Cancer of other female genital organs', 'Secondary malignancy of bone', 'Benign neoplasm of lip, oral cavity, and pharynx', 'Benign neoplasm of brain and other parts of nervous system', 'Hemangioma of skin and subcutaneous tissue', 'Hypothyroidism NOS', 'Secondary diabetes mellitus', 'Type 1 diabetes', 'Type 1 diabetes with renal manifestations', 'Type 1 diabetes with ophthalmic manifestations', 'Hypoglycemia', 'Adrenal hypofunction', 'Other specified disorders of plasma protein metabolism', 'Gouty arthropathy', 'Disorders of calcium/phosphorus metabolism', 'Disorders of phosphorus metabolism', 'Acquired hemolytic anemias', 'Lymphadenitis', 'Delirium dementia and amnestic and other cognitive disorders', 'Dementias', 'Senile dementia', 'Posttraumatic stress disorder', 'Antisocial/borderline personality disorder', ""Parkinson's disease"", 'Other conditions of brain', 'Muscular dystrophies and other myopathies', 'Myopathy', 'Inflammation of eyelids', 'Hypersensitivity angiitis', 'Iatrogenic hypotension', 'Respiratory complications', 'Intestinal malabsorption (non-celiac)', 'Ileostomy status', 'Diverticulosis and diverticulitis', 'Diverticulosis', 'Functional digestive disorders', 'Primary biliary cirrhosis', 'Acute pancreatitis', 'Hemorrhage of rectum and anus', 'Nephritis; nephrosis; renal sclerosis', 'Nephritis and nephropathy without mention of glomerulonephritis', 'Nephritis and nephropathy with pathological lesion', 'Kidney replaced by transpant', 'Secondary hyperparathyroidism (of renal origin)', 'Other disorders of testis', 'Hydrocele', 'Noninflammatory female genital disorders', 'Known or suspected fetal abnormality affecting management of mother', 'Cellulitis and abscess of face/neck', 'Disturbance of skin sensation', 'Dyschromia and Vitiligo', 'Other dyschromia', 'Psoriasis and related disorders', 'Psoriasis', 'Psoriasis vulgaris', 'Abnormal granulation tissue', 'Sicca syndrome', 'Other specified diffuse diseases of connective tissue', 'Rheumatoid arthritis', 'Ankylosing spondylitis', 'Hammer toe (acquired)', 'Osteoarthrosis, generalized', 'Digestive congenital anomalies', 'Lower gastrointestinal congenital anomalies', 'Congenital anomalies of intestine', 'Pallor and flushing', 'Fracture of ankle and foot', 'Fracture of foot', 'Open wounds of head; neck; and trunk', 'Open wounds of extremities', 'Open wound of foot except toe(s) alone', 'Non-healing surgical wound', 'Urticaria', 'Poisoning by hormones and synthetic substitutes', 'Adverse effects of sedatives or other central nervous system depressants and anesthetics']",6 -DRB1_0407,1,1,"[0.04004, 0.006089, 0.02923, 0.02097, 0.004204, 0.00916, 0.001739, 0.04148, 0.04622, 0.01621, 0.003418, 0.004366, 0.01932, 0.02748, 0.02539, 0.02722, 0.03805, 0.03595, 0.006717, 0.02199, 0.001495, 0.005036, 0.005162, 0.01147, 0.002005, 0.01135, 0.04714, 0.0327, 0.04379, 0.03789, 0.003298, 0.02624, 0.03978, 0.01911, 0.02223, 0.0474, 0.04868, 0.01697, 0.0122, 0.03396, 0.03446, 0.02101, 0.007813, 0.0345, 0.004257, 0.03008, 0.002761, 0.01914, 0.001804, 0.01086, 0.004414, 0.03664, 0.005984, 0.0265, 0.02283, 0.004472, 0.006892, 0.009371, 0.004936, 0.02083, 0.004067, 0.02727, 0.03459, 0.04595, 0.03364, 0.01286, 0.00125, 0.002212, 0.001153, 0.04831, 0.03692, 0.02815, 0.01047, 0.02097, 0.01934, 0.03133, 0.02125, 0.04359, 0.01873, 0.006859, 0.001536, 0.0009656]","[2.027, 1.893, 1.575, 1.672, 2.221, 1.604, 2.333, 3.411, 1.518, 1.869, 1.405, 1.459, 1.396, 0.627, 0.611, 0.615, 1.723, 0.421, 1.572, 2.314, 0.684, 0.702, 2.206, 1.711, 2.448, 1.362, 2.31, 1.788, 1.947, 1.476, 3.516, 1.558, 1.708, 2.364, 0.568, 1.756, 1.786, 2.4, 2.19, 2.085, 1.283, 1.382, 1.42, 2.663, 1.704, 1.824, 1.701, 3.009, 2.082, 3.281, 2.69, 1.833, 1.425, 1.5, 2.119, 2.893, 2.928, 3.405, 4.474, 2.69, 2.211, 2.565, 1.838, 1.817, 1.445, 1.36, 1.605, 0.404, 0.26, 0.656, 3.522, 2.13, 1.986, 2.258, 2.547, 2.768, 2.154, 1.229, 1.23, 2.548, 2.05, 2.156]","['Herpes simplex', 'Viral warts & HPV', 'Viral infection', 'Cancer of mouth', 'Cancer of tongue', 'Cancer of larynx, pharynx, nasal cavities', 'Cancer of oropharynx', 'Cancer of hypopharynx', 'Cancer of larynx', 'Hx of malignant neoplasm of oral cavity and pharynx', 'Skin cancer', 'Other non-epithelial cancer of skin', 'Neoplasm of uncertain behavior of skin', 'Breast cancer', 'Breast cancer [female]', 'Malignant neoplasm of female breast', 'Cervical cancer and dysplasia', 'Cancer of brain and nervous system', 'Secondary malignancy of respiratory organs', 'Benign neoplasm of lip, oral cavity, and pharynx', 'Diabetes mellitus', 'Type 2 diabetes', 'Failure to thrive (childhood)', 'Disorders of magnesium metabolism', 'Hyperosmolality and/or hypernatremia', 'Hypopotassemia', 'Deficiency of humoral immunity', 'Pervasive developmental disorders', 'Macular degeneration, dry', 'Visual disturbances', 'Paralytic strabismus', 'Otitis media', 'Heart transplant/surgery', 'Subdural hemorrhage', 'Occlusion and stenosis of precerebral arteries', 'Acute and chronic tonsillitis', 'Chronic tonsillitis and adenoiditis', 'Bronchopneumonia and lung abscess', 'Influenza', 'Other alveolar and parietoalveolar pneumonopathy', 'Pleurisy; pleural effusion', 'Respiratory failure', 'Other diseases of lung', 'Lung transplant', 'Other symptoms of respiratory system', 'Painful respiration', 'Respiratory abnormalities', 'Apnea', 'Hyperventilation', 'Sialoadenitis', 'Reflux esophagitis', 'Stricture and stenosis of esophagus', 'Gastrointestinal hemorrhage', 'Blood in stool', 'Urinary obstruction', 'Uterine/Uterovaginal prolapse', 'Dysmenorrhea', 'Hemorrhage during pregnancy; childbirth and postpartum', 'Antepartum hemorrhage, abruptio placentae, and placenta previa', 'Hemorrhage in early pregnancy', 'Other perinatal conditions of fetus or newborn', 'Perinatal jaundice', 'Dyschromia and Vitiligo', 'Other dyschromia', 'Other hypertrophic and atrophic conditions of skin', 'Degenerative skin conditions and other dermatoses', 'Actinic keratosis', 'Spinal stenosis', 'Spinal stenosis of lumbar region', 'Spondylosis and allied disorders', 'Osteochondropathies', 'Contracture of joint', 'Valvular heart disease/ heart chambers', 'Digestive congenital anomalies', 'Lower gastrointestinal congenital anomalies', 'Congenital anomalies of intestine', 'Nervous system congenital anomalies', 'Fever of unknown origin', 'Abdominal pain', 'Cardiogenic shock', 'Dermatitis due to solar radiation', 'Chronic dermatitis due to solar radiation']",6 +A_2501,1,1,"[0.03475, 0.02716, 0.03393, 0.01819, 0.01584, 0.0002679, 0.01778, 0.0004646, 0.001017, 0.0255, 0.03477, 0.02983, 3.718e-05, 0.032, 0.006489, 0.04077, 0.03873, 0.0419, 0.01461, 0.03478, 0.02206, 0.01754, 0.04328, 0.0105, 0.04037, 0.04724, 0.04489, 0.02758, 0.01721, 0.04483, 0.02058, 0.008776, 0.04762, 0.01421, 0.005153, 0.005478, 0.01674, 0.01186, 0.02629, 0.03744, 0.03946, 0.007412, 0.001359, 0.00734, 0.02678, 0.005392, 0.03127, 0.04931, 0.04631, 0.002385, 0.02489, 0.005832, 0.0006823, 0.03205, 0.01407, 0.04115, 0.01089, 0.01466, 0.03984, 0.03249, 0.03229, 0.001297, 0.04001]","[1.487, 1.525, 1.773, 1.506, 1.741, 3.749, 1.747, 1.603, 1.608, 2.303, 1.507, 1.526, 2.008, 1.394, 0.353, 1.744, 1.984, 1.55, 1.587, 0.802, 1.252, 1.556, 1.85, 1.695, 2.144, 1.382, 1.458, 2.079, 0.647, 0.54, 0.474, 2.672, 1.408, 1.453, 1.326, 0.49, 0.506, 0.35, 1.201, 1.591, 2.428, 1.486, 1.801, 2.348, 1.861, 1.96, 0.409, 1.428, 1.22, 3.84, 1.979, 1.572, 2.552, 2.121, 2.512, 0.713, 0.511, 2.89, 0.792, 0.752, 0.783, 2.811, 1.859]","['Bacterial enteritis', 'Intestinal infection due to C. difficile', 'Gram positive septicemia', 'Cancer of mouth', 'Cancer of tongue', 'Cancer of the mouth floor', 'Cancer of stomach', 'Colorectal cancer', 'Colon cancer', 'Malignant neoplasm of renal pelvis', 'Cancer of bladder', 'Malignant neoplasm of bladder', 'Secondary malignant neoplasm of digestive systems', 'Secondary malignant neoplasm of liver', 'Type 1 diabetes', 'Diabetes type 2 with peripheral circulatory disorders', 'Other disorders of pancreatic internal secretion', 'Adult failure to thrive', 'Anorexia', 'Overweight, obesity and other hyperalimentation', 'Neurological disorders', 'Aphasia/speech disturbance', 'Mental retardation', 'Degenerative disease of the spinal cord', 'Amyotrophic Lateral Sclerosis', 'Epilepsy', 'Abnormal involuntary movements', 'Visual field defects', 'Inflammation of the eye', 'Conjunctivitis, noninfectious', 'Inflammation of eyelids', 'Hypertrophic obstructive cardiomyopathy', 'Atrioventricular [AV] block', 'Abnormal electrocardiogram [ECG] [EKG]', 'Tachycardia NOS', 'Other aneurysm', 'Aortic aneurysm', 'Abdominal aortic aneurysm', 'Pulmonary collapse; interstitial and compensatory emphysema', 'Painful respiration', 'Temporomandibular joint disorder, unspecified', 'Diseases of the oral soft tissues, excluding lesions specific for gingiva and tongue', 'Stomatitis and mucositis', 'Stomatitis and mucositis (ulcerative)', 'Appendiceal conditions', 'Symptoms involving digestive system', 'Diverticulitis', 'Chronic Kidney Disease, Stage IV', 'Other disorders of the kidney and ureters', 'Acute cystitis', 'Corns and callosities', 'Diffuse diseases of connective tissue', 'Sicca syndrome', 'Arthropathy associated with other disorders classified elsewhere', 'Arthropathy associated with neurological disorders', 'Spondylosis without myelopathy', 'Synovitis and tenosynovitis', 'Flat foot', 'Osteoarthrosis NOS', 'Cervicalgia', 'Edema', 'Elevated carcinoembryonic antigen [CEA]', 'Cardiogenic shock']",6 +A_6801,0,3,"[0.01038, 0.03367, 0.04367, 0.003079, 0.008909, 0.002357, 0.01483, 0.0301, 0.01696, 0.01687, 0.03707, 0.0186, 0.03045, 0.02552, 0.01488, 0.0028, 0.004194, 0.01387, 0.0004335, 0.002091, 0.04749, 0.03212, 0.003879, 0.04661, 0.02119, 0.01356, 0.03572, 0.04462, 0.01344, 0.01897, 0.02627, 0.028, 0.01902, 0.03245, 0.03994, 0.04336, 0.01974, 0.02929, 0.02234, 0.03181, 0.02722, 0.01134, 0.03447, 0.04257, 0.01092, 0.0248, 0.03625, 0.0251, 0.005101, 0.004854, 0.02947, 0.03675, 0.02333, 0.0278, 0.03868, 0.02359, 0.03498, 0.02793, 0.04534, 0.0074, 0.002246, 0.008721, 0.04697, 0.003725, 0.00387, 0.01043, 0.03936, 0.03726, 0.002488, 0.04456, 0.02699, 0.01537, 0.01438, 0.01336, 0.04776, 0.03575, 0.04805, 0.01713, 0.01672, 0.02664, 0.03353, 0.01851, 0.02961, 0.02695, 0.04629, 0.03256, 0.02121, 0.04822, 0.02375, 0.007441, 0.03976, 0.01577, 0.02745, 0.03428, 0.03445, 0.03748, 0.034, 0.02775]","[2.039, 0.645, 0.521, 1.891, 2.261, 1.469, 1.449, 1.589, 0.48, 1.934, 1.63, 1.877, 1.267, 0.631, 0.176, 1.554, 1.85, 2.784, 1.488, 1.644, 1.953, 1.412, 1.461, 1.696, 1.309, 1.353, 0.224, 0.239, 0.792, 0.745, 1.373, 1.831, 1.911, 1.938, 1.127, 1.125, 1.247, 1.263, 1.723, 1.326, 1.637, 2.139, 2.244, 1.464, 1.761, 1.82, 1.446, 1.298, 1.376, 1.436, 1.248, 1.341, 1.555, 2.315, 1.231, 1.358, 1.252, 1.973, 1.32, 1.459, 1.584, 1.411, 1.28, 1.245, 1.217, 1.265, 1.194, 1.305, 1.716, 0.133, 1.143, 1.164, 1.173, 1.458, 1.302, 0.722, 1.146, 0.398, 1.589, 1.457, 0.741, 0.468, 0.551, 0.534, 0.689, 1.934, 2.19, 1.266, 1.272, 1.339, 0.476, 1.779, 1.205, 1.731, 0.441, 1.16, 2.244, 2.037]","['Viral Enteritis', 'Cancer of mouth', 'Cancer of tongue', 'Simple and unspecified goiter', 'Abnormal results of function study of thyroid', 'Type 2 diabetes with neurological manifestations', 'Polyneuropathy in diabetes', 'Gouty arthropathy', 'Hypocalcemia', 'Dysmetabolic syndrome X', 'Other vitamin B12 deficiency anemia', 'Polycythemia, secondary', 'Other specified nonpsychotic and/or transient mental disorders', 'Develomental delays and disorders', 'Mental retardation', 'Extrapyramidal disease and abnormal movement disorders', 'Essential tremor', 'Nonspecific abnormal findings in cerebrospinal fluid', 'Other conditions of brain', 'Cerebral edema and compression of brain', 'Coma', 'Encephalopathy, not elsewhere classified', 'Other conditions of brain, NOS', 'Other and unspecified disorders of the nervous system', 'Hereditary and idiopathic peripheral neuropathy', 'Glaucoma', 'Other disorders of tympanic membrane', 'Perforation of tympanic membrane', 'Hearing loss', 'Sensorineural hearing loss', 'Rheumatic disease of the heart valves', 'Mitral valve disease', 'Nonrheumatic tricuspid valve disorders', 'Nonrheumatic pulmonary valve disorders', 'Hypertension', 'Essential hypertension', 'Hypertensive heart and/or renal disease', 'Hypertensive chronic kidney disease', 'Endocarditis', 'Abnormal electrocardiogram [ECG] [EKG]', 'Cardiac arrest and ventricular fibrillation', 'Ventricular fibrillation and flutter', 'Supraventricular premature beats', 'Symptoms involving cardiovascular system', 'Intracerebral hemorrhage', 'Cerebral aneurysm', 'Acute, but ill-defined cerebrovascular disease', 'Atherosclerosis', 'Peripheral vascular disease', 'Peripheral vascular disease, unspecified', 'Other venous embolism and thrombosis', 'Deep vein thrombosis [DVT]', 'Varicose veins', 'Iatrogenic hypotension', 'Hypotension NOS', 'Acute pharyngitis', 'Chronic sinusitis', 'Postnasal drip', 'Bacterial pneumonia', 'Chronic bronchitis', 'Obstructive chronic bronchitis', 'Pulmonary congestion and hypostasis', 'Empyema and pneumothorax', 'Pleurisy; pleural effusion', 'Pulmonary collapse; interstitial and compensatory emphysema', 'Respiratory failure', 'Other diseases of lung', 'Other symptoms of respiratory system', 'Painful respiration', 'Disorders of tooth development', 'Diseases of esophagus', 'Esophagitis, GERD and related diseases', 'GERD', 'Nonspecific elevation of levels of transaminase or lactic acid dehydrogenase [LDH]', 'Abnormal results of function study of liver', 'Cholelithiasis and cholecystitis', 'Urinary tract infection', 'Postmenopausal bleeding', 'Ovarian cyst', 'Disorder of skin and subcutaneous tissue NOS', 'Erythematous conditions', 'Rosacea', 'Psoriasis and related disorders', 'Psoriasis', 'Diffuse diseases of connective tissue', 'Arthropathy associated with other disorders classified elsewhere', 'Arthropathy associated with neurological disorders', 'Spinal stenosis', 'Spondylosis and allied disorders', 'Spondylosis without myelopathy', 'Bursitis', 'Aseptic necrosis of bone', 'Osteoarthrosis NOS', 'Pathologic fracture of vertebrae', 'Nervous system congenital anomalies', 'Back pain', 'Pallor and flushing', 'Poisoning by water, mineral, and uric acid metabolism drugs']",6 +B_0702,0,1,"[0.02707, 0.02695, 0.02299, 0.02019, 0.01917, 0.03483, 0.008081, 0.005169, 0.001748, 0.001971, 5.083e-06, 0.008698, 0.02086, 0.005992, 0.003684, 0.03626, 0.001125, 0.01878, 0.03822, 0.04414, 0.0363, 0.00266, 0.002197, 0.002194, 0.02134, 0.0263, 0.003264, 0.01972, 0.0413, 0.0399, 0.02392, 0.0426, 0.03708, 0.02705, 0.02292, 0.0343, 0.04051, 0.01435, 0.03392, 0.03352, 0.0007696, 0.03347, 0.006054, 3.019e-06, 0.006511, 0.04843, 0.01169, 0.004329, 0.01392, 0.02596, 0.01539, 0.01376, 0.009928, 0.02477, 0.02819, 0.01199, 0.04948, 0.02112, 0.04959, 0.03307, 0.03855, 0.04831, 0.04648, 0.009496, 0.03473, 0.02975, 0.03496, 0.04173, 0.0183, 0.02604, 0.02046, 0.02851, 0.02935, 0.04354, 0.000279, 0.01009, 0.04855, 0.04661, 0.02287, 0.02032, 0.02228, 0.03273, 0.03907, 0.01537, 0.004625, 0.03925, 0.03145, 0.01744, 0.02055, 0.03898, 0.009087, 0.04774, 0.02773, 0.03355, 0.04513, 0.003691, 0.04129, 0.01214, 0.03318, 0.0244]","[0.837, 0.832, 1.164, 1.18, 1.501, 1.258, 1.528, 1.251, 1.355, 0.889, 0.559, 0.427, 0.47, 0.376, 0.336, 0.744, 0.774, 0.745, 0.765, 0.769, 0.889, 0.904, 0.903, 0.869, 0.906, 0.846, 1.53, 0.861, 0.862, 0.933, 0.725, 0.783, 1.232, 1.934, 1.25, 1.388, 1.422, 1.464, 1.422, 1.154, 2.246, 1.228, 1.362, 1.783, 1.52, 1.178, 1.294, 0.601, 0.276, 0.808, 0.871, 0.803, 0.532, 0.838, 1.218, 0.886, 0.741, 1.184, 0.601, 1.92, 0.93, 0.756, 0.806, 0.587, 1.3, 0.551, 0.5, 1.768, 1.235, 1.671, 0.84, 0.434, 1.44, 0.607, 2.571, 0.712, 0.76, 0.781, 0.749, 0.74, 2.07, 1.645, 1.908, 0.742, 0.475, 0.857, 1.75, 1.183, 1.185, 1.276, 1.677, 1.628, 0.932, 0.847, 0.783, 0.598, 0.754, 1.475, 1.283, 0.402]","['Dermatophytosis / Dermatomycosis', 'Dermatophytosis', 'Melanomas of skin, dx or hx', 'Melanomas of skin', 'Cervical cancer', 'Cancer of other female genital organs', 'Lymphosarcoma', 'Nontoxic nodular goiter', 'Nontoxic multinodular goiter', 'Diabetes mellitus', 'Type 1 diabetes', 'Type 1 diabetes with ketoacidosis', 'Type 1 diabetes with renal manifestations', 'Type 1 diabetes with ophthalmic manifestations', 'Type 1 diabetes with neurological manifestations', 'Type 2 diabetes with ophthalmic manifestations', 'Insulin pump user', 'Diabetic retinopathy', 'Testicular dysfunction', 'Testicular hypofunction', 'Vitamin deficiency', 'Disorders of lipoid metabolism', 'Hyperlipidemia', 'Hypercholesterolemia', 'Mixed hyperlipidemia', 'Hyperpotassemia', 'Other disorders of metabolism', 'Iron deficiency anemias', 'Iron deficiency anemias, unspecified or not due to blood loss', 'Other anemias', 'Abnormal coagulation profile', 'Secondary thrombocytopenia', 'Other persistent mental disorders due to conditions classified elsewhere', 'Specific nonpsychotic mental disorders due to brain damage', 'Aphasia/speech disturbance', 'Aphasia', 'Suicidal ideation or attempt', 'Conduct disorders', 'Meningitis', 'Insomnia', 'Organic or persistent insomnia', 'Other cerebral degenerations', 'Hydrocephalus', 'Multiple sclerosis', 'Other demyelinating diseases of central nervous system', 'Epilepsy', 'Partial epilepsy', 'Macular degeneration, dry', 'Superficial keratitis', 'Suppurative and unspecified otitis media', 'Dizziness and giddiness (Light-headedness and vertigo)', 'Abnormal heart sounds', 'Precordial pain', 'Ill-defined descriptions and complications of heart disease', 'Late effects of cerebrovascular disease', 'Allergic rhinitis', 'Asthma with exacerbation', 'Empyema and pneumothorax', 'Disorders of tooth development', 'Leukoplakia of oral mucosa', 'Diseases of esophagus', 'Stricture and stenosis of esophagus', 'Peptic ulcer (excl. esophageal)', 'Gastric ulcer', 'Dyspepsia and other specified disorders of function of stomach', 'Ulceration of the lower GI tract', 'Ulceration of intestine', 'Cholelithiasis with acute cholecystitis', 'Diseases of pancreas', 'Chronic glomerulonephritis, NOS', 'Chronic Kidney Disease, Stage III', 'Chronic interstitial cystitis', 'Prostatitis', 'Uterine/Uterovaginal prolapse', 'Dysplasia of female genital organs', 'stress incontinence, female', 'Postmenopausal atrophic vaginitis', 'Other local infections of skin and subcutaneous tissue', 'Psoriasis and related disorders', 'Psoriasis', 'Abnormal granulation tissue', 'Disorders of sweat glands', 'Hidradenitis', 'Chronic ulcer of leg or foot', 'Dermatomyositis', 'Rheumatoid arthritis', 'Other disorders of soft tissues', 'Cardiac and circulatory congenital anomalies', 'Cardiac congenital anomalies', 'Congenital anomalies of great vessels', 'Other specified congenital anomalies of kidney', 'Neural tube defects', 'Abdominal pain', 'Fracture of lower limb', 'Fracture of neck of femur', 'Fracture of unspecified part of femur', 'Fracture of tibia and fibula', 'Complication of nervous system device, implant, and graft', 'Bone marrow or stem cell transplant', 'Open wound of foot except toe(s) alone']",6 +B_1401,0,0,"[0.0133, 0.01792, 0.007163, 0.03547, 0.004947, 0.02792, 0.02079, 0.01377, 0.03637, 8.793e-06, 0.003212, 0.03244, 0.03232, 0.04638, 0.01096, 0.01374, 0.009331, 0.002779, 0.01343, 0.04698, 0.004243, 0.008288, 0.01868, 1.702e-05, 0.02392, 0.01757, 0.03488, 0.04449, 0.01338, 0.03044, 0.02168, 0.004064, 0.01548, 0.01002, 0.0424, 0.01071, 0.007547, 0.03552, 0.000759, 0.001649, 0.02177, 0.04928, 0.04015, 0.02069, 0.02458, 0.03964, 0.0417, 0.03351, 0.02181, 0.005408, 0.001509, 0.02931, 0.001829, 0.006412, 0.004339, 0.04476]","[1.694, 1.604, 1.713, 2.639, 3.013, 1.887, 1.599, 1.598, 2.951, 4.104, 3.963, 2.186, 1.372, 1.736, 1.528, 0.469, 2.66, 2.299, 3.149, 1.738, 1.939, 1.731, 1.575, 3.012, 2.418, 1.552, 2.298, 0.363, 0.557, 2.499, 0.545, 0.305, 1.806, 2.052, 2.359, 1.558, 1.644, 1.58, 4.244, 5.307, 1.613, 1.315, 1.893, 1.673, 2.273, 1.802, 0.235, 2.673, 2.492, 3.792, 4.658, 1.565, 2.197, 4.163, 4.469, 3.328]","['Viral infection', 'Dermatophytosis / Dermatomycosis', 'Dermatophytosis', 'Cancer of eye', 'Lipoma of skin and subcutaneous tissue', 'Nontoxic uninodular goiter', 'Secondary hypothyroidism', 'Insulin pump user', 'Hypoparathyroidism', 'Other endocrine disorders', 'Nonspecific abnormal results of other endocrine function study', 'Alkalosis', 'Purpura and other hemorrhagic conditions', 'Secondary thrombocytopenia', 'Altered mental status', 'Obstructive sleep apnea', 'Infantile cerebral palsy', 'Tinnitus', 'Chronic pericarditis', 'Secondary/extrinsic cardiomyopathies', 'Cardiac defibrillator in situ', 'Heart failure NOS', 'Ill-defined descriptions and complications of heart disease', 'Abnormal function study of cardiovascular system', 'Subdural hemorrhage', 'Atherosclerosis', 'Atherosclerosis of aorta', 'Other disorders of circulatory system', 'Acute sinusitis', 'Chronic laryngitis', 'Chronic sinusitis', 'Empyema and pneumothorax', 'Diseases of hard tissues of teeth', 'Regional enteritis', 'Intestinal malabsorption (non-celiac)', 'Chronic liver disease and cirrhosis', 'Other chronic nonalcoholic liver disease', 'Cirrhosis of liver without mention of alcohol', 'Renal sclerosis, NOS', 'Acute cystitis', 'Calculus of kidney', 'Superficial cellulitis and abscess', 'Cellulitis and abscess of fingers/toes', 'Cellulitis and abscess of leg, except foot', 'Cellulitis and abscess of foot, toe', 'Cellulitis and abscess of trunk', 'Scar conditions and fibrosis of skin', 'Contracture of tendon (sheath)', 'Congenital anomalies of limbs', 'Other congenital anomalies of lower limb, including pelvic girdle', 'Congenital hip dysplasia and deformity', 'Swelling of limb', 'Complication of internal orthopedic device', 'Poisoning by agents primarily affecting blood constituents', 'Anticoagulants causing adverse effects', 'Poisoning by analgesics, antipyretics, and antirheumatics']",6 +B_4402,2,0,"[0.03731, 0.004402, 0.0339, 0.04736, 0.001432, 0.04576, 0.04645, 0.04037, 0.017, 0.002352, 0.005658, 0.04068, 0.04529, 0.02693, 0.01889, 0.02835, 0.02859, 0.03998, 0.03276, 0.03402, 0.02289, 0.01337, 0.04429, 0.04276, 0.03751, 0.02703, 0.003409, 0.003048, 0.002302, 0.04079, 0.04241, 0.003611, 0.003634, 0.02138, 0.04785, 0.04017, 0.02998, 0.005192, 0.008315, 0.04694, 0.04262, 0.034, 0.0005609, 0.03541, 0.04061, 0.03715, 0.02975, 0.03197, 0.01225, 0.01858, 0.04285, 0.02053, 0.01622, 0.007776, 0.02461, 0.03439, 0.04186, 0.02688, 0.02198, 0.007447, 0.02174, 0.01665, 0.02353]","[1.248, 0.628, 0.403, 1.222, 2.095, 1.753, 1.95, 0.712, 0.718, 0.591, 0.59, 1.144, 1.175, 1.107, 1.159, 1.175, 1.589, 0.667, 0.544, 0.674, 0.739, 1.481, 1.202, 1.222, 1.262, 1.328, 1.651, 1.153, 1.178, 1.233, 1.139, 0.589, 0.685, 1.518, 0.722, 0.485, 0.422, 0.819, 1.867, 1.442, 0.766, 0.522, 1.331, 1.255, 1.119, 1.329, 0.807, 0.79, 0.629, 0.394, 0.824, 1.603, 1.724, 1.662, 1.313, 1.508, 0.7, 0.553, 1.92, 2.103, 1.894, 0.779, 0.5]","['Methicillin sensitive Staphylococcus aureus', 'Herpes zoster', 'Histoplasmosis', 'Cancer of mouth', 'Cancer of major salivary glands', 'Cancer of the mouth floor', 'Cancer of hypopharynx', 'Malignant neoplasm of uterus', 'Cancer of other female genital organs', 'Malignant neoplasm of ovary and other uterine adnexa', 'Malignant neoplasm of ovary', 'Cancer, suspected or other', 'Malignant neoplasm, other', 'Secondary malignant neoplasm', 'Secondary malignancy of lymph nodes', 'Secondary malignancy of respiratory organs', 'Benign neoplasm of respiratory and intrathoracic organs', 'Lipoma', 'Lipoma of skin and subcutaneous tissue', ""Graves' disease"", 'Type 1 diabetes', 'Impaired fasting glucose', 'Disorders involving the immune mechanism', 'Immunity deficiency', 'Other deficiency anemia', 'Megaloblastic anemia', 'Pernicious anemia', 'Anxiety disorders', 'Anxiety disorder', 'Dysthymic disorder', 'Sleep apnea', 'Multiple sclerosis', 'Lack of coordination', 'Chronic pain syndrome', 'Abnormal function study of cardiovascular system', 'Arterial embolism and thrombosis of lower extremity artery', 'Encounter for long-term (current) use of antiplatelets/antithrombotics', 'Hypotension NOS', 'Hemorrhage NOS', 'Bronchopneumonia and lung abscess', 'Hyperventilation', 'Solitary pulmonary nodule', 'Diseases of the oral soft tissues, excluding lesions specific for gingiva and tongue', 'Peptic ulcer (excl. esophageal)', 'Dysphagia', 'Other disorders of peritoneum', 'Abnormal results of function study of liver', 'Other biliary tract disease', 'Glomerulonephritis', 'Chronic glomerulonephritis, NOS', 'End stage renal disease', 'Other disorders of testis', 'Hydrocele', 'Mastodynia', 'Prolapse of vaginal walls', 'Need for Hormone replacement therapy (postmenopausal)', 'Respiratory conditions of fetus and newborn', 'Perinatal jaundice', 'Infective connective tissue disorders', 'Congenital hip dysplasia and deformity', 'Pallor and flushing', 'Open wounds of extremities', 'Open wound of finger(s)']",6 +C_0202,2,1,"[0.03444, 0.04866, 0.02922, 0.02114, 0.03244, 0.01786, 0.01716, 0.02281, 0.04495, 0.01588, 0.02336, 0.03613, 0.03865, 0.04642, 0.02477, 0.02583, 0.0268, 0.01268, 0.04639, 0.03852, 0.04981, 0.01519, 0.04583, 0.004127, 0.0004944, 0.0285, 0.03458, 0.03338, 0.03099, 0.02868, 0.02842, 0.001441, 0.02801, 0.00827, 0.01876, 0.005927, 0.03475, 0.04671, 0.03059, 0.0007621, 0.01849, 0.02415, 0.01631, 0.009478, 0.01033, 0.007617, 1.137e-09, 0.002068, 0.009074, 0.04921, 0.02687, 0.0003976, 0.02119, 0.008724, 0.02483, 0.01051, 0.02315, 0.03767, 0.002342, 0.0002727, 0.01442, 0.04452]","[1.378, 1.253, 1.29, 0.31, 1.901, 1.989, 1.482, 0.618, 1.206, 2.306, 1.398, 0.418, 0.612, 1.66, 1.915, 2.262, 1.785, 1.926, 0.589, 1.293, 1.299, 0.627, 1.287, 1.453, 1.413, 1.625, 2.154, 0.219, 1.866, 1.695, 1.255, 1.658, 1.168, 1.246, 1.436, 2.313, 1.302, 0.742, 0.671, 2.539, 1.472, 1.46, 1.845, 0.308, 1.833, 1.724, 5.821, 1.331, 1.406, 1.762, 1.535, 2.884, 1.678, 0.569, 0.596, 2.457, 1.721, 0.819, 1.4, 1.651, 1.901, 2.297]","['Viral warts & HPV', 'Dermatophytosis / Dermatomycosis', 'Dermatophytosis', 'Cervical cancer', 'Benign neoplasm of bone and articular cartilage', 'Nevus, non-neoplastic', 'Adult failure to thrive', 'Anemia in chronic kidney disease', 'Coagulation defects', 'Defibrination syndrome', 'Other diseases of blood and blood-forming organs', 'Agorophobia, social phobia, and panic disorder', 'Hydrocephalus', 'Cerebral degeneration, unspecified', 'Hypermetropia', 'Nystagmus and other irregular eye movements', 'Other disorders of tympanic membrane', 'Perforation of tympanic membrane', 'Tinnitus', 'Abnormal heart sounds', 'Hypertensive heart disease', 'Carditis', 'Paroxysmal ventricular tachycardia', 'Atrial flutter', 'Arrhythmia (cardiac) NOS', 'Atherosclerosis of renal artery', 'Iatrogenic hypotension', 'Nasal polyps', 'Postnasal drip', 'Bronchopneumonia and lung abscess', 'Acute bronchitis and bronchiolitis', 'Pneumonitis due to inhalation of food or vomitus', 'Respiratory failure, insufficiency, arrest', 'Respiratory failure', 'Respiratory insufficiency', 'Hemorrhage from gastrointestinal ulcer', 'Diaphragmatic hernia', 'Functional digestive disorders', 'Irritable Bowel Syndrome', 'Other specified erythematous conditions', 'Psoriasis and related disorders', 'Psoriasis', 'Psoriatic arthropathy', 'Alopecia', 'Juvenile rheumatoid arthritis', 'Other inflammatory spondylopathies', 'Ankylosing spondylitis', 'Other disorders of synovium, tendon, and bursa', 'Synovitis and tenosynovitis', 'Bursitis disorders', 'Rupture of tendon, nontraumatic', 'Disorders of muscle, ligament, and fascia', 'Aseptic necrosis of bone', 'Curvature of spine', 'Kyphoscoliosis and scoliosis', 'Osteoarthrosis involving more than one site, but not specified as generalized', 'Other specified congenital anomalies of nervous system', 'Cervicalgia', 'Fracture of upper limb', 'Fracture of radius and ulna', 'Non-healing surgical wound', 'Toxic effect of venom']",6 +C_0501,2,0,"[0.0009058, 0.00943, 0.01477, 2.005e-05, 0.01819, 0.02375, 0.02006, 0.004371, 0.01034, 0.002759, 0.006434, 0.04694, 0.02993, 0.02534, 0.04734, 0.01352, 0.01301, 0.03716, 0.01708, 0.04704, 0.02112, 0.007824, 0.007851, 0.04398, 0.01419, 0.0497, 0.03172, 0.0437, 0.03908, 0.02226, 0.04887, 0.04167, 0.04927, 0.0172, 0.0421, 0.01717, 0.02395, 0.04505, 0.048, 0.03106, 0.01391, 0.04582, 0.04228, 0.02994, 0.001298, 0.01436, 0.001701, 0.02538, 0.006362, 0.01629, 0.02577, 0.03152, 0.0267, 0.03554, 0.04263, 0.04808, 0.0127, 0.04107, 0.04507, 0.04867, 0.03752, 0.02727, 0.01546, 0.04731, 0.01515, 0.01609]","[0.569, 0.262, 1.277, 2.611, 1.923, 1.228, 0.682, 0.606, 0.697, 0.596, 0.595, 1.234, 1.153, 1.196, 0.647, 1.678, 0.599, 0.552, 0.581, 0.578, 0.736, 0.594, 1.128, 1.103, 1.479, 0.85, 0.833, 0.798, 1.441, 0.544, 1.101, 1.117, 1.224, 1.486, 0.692, 1.609, 0.752, 1.96, 0.568, 0.791, 0.787, 0.838, 0.488, 0.876, 0.792, 0.721, 1.3, 1.13, 0.365, 0.805, 0.797, 0.678, 1.676, 1.508, 0.705, 0.761, 0.643, 0.592, 0.493, 0.72, 0.664, 1.861, 0.526, 1.176, 0.462, 1.574]","['Herpes zoster', 'Histoplasmosis', 'Cancer of mouth', 'Cancer of major salivary glands', 'Cancer of the mouth floor', 'Cancer of larynx', 'Basal cell carcinoma', 'Malignant neoplasm of uterus', 'Cancer of other female genital organs', 'Malignant neoplasm of ovary and other uterine adnexa', 'Malignant neoplasm of ovary', 'Thyroid cancer', 'Cancer, suspected or other', 'Malignant neoplasm, other', 'Polycythemia vera', 'Benign neoplasm of respiratory and intrathoracic organs', 'Lipoma', 'Lipoma of skin and subcutaneous tissue', 'Hemangioma and lymphangioma, any site', 'Hemangioma of skin and subcutaneous tissue', 'Thyrotoxicosis with or without goiter', ""Graves' disease"", 'Hypothyroidism', 'Hypothyroidism NOS', 'Impaired fasting glucose', 'Gout and other crystal arthropathies', 'Gout', 'Disorders of magnesium metabolism', 'Pernicious anemia', 'Polycythemia, secondary', 'Anxiety disorders', 'Anxiety disorder', 'Dysthymic disorder', 'Conduct disorders', 'Sleep related movement disorders', 'Migrain with aura', 'Lack of coordination', 'Central origin vertigo', 'Second degree AV block', 'Atrial flutter', 'Sinoatrial node dysfunction (Bradycardia)', 'Ill-defined descriptions and complications of heart disease', 'Arterial embolism and thrombosis of lower extremity artery', 'Hypotension', 'Hypotension NOS', 'Hyperventilation', 'Diseases of the oral soft tissues, excluding lesions specific for gingiva and tongue', 'Dysphagia', 'Ulcerative colitis (chronic)', 'Cholelithiasis and cholecystitis', 'Cholelithiasis', 'Glomerulonephritis', 'Inflammatory disease of breast', 'Mastodynia', 'Other specified disorders of breast', 'Other perinatal conditions of fetus or newborn', 'Respiratory conditions of fetus and newborn', 'Perinatal jaundice', 'Cutaneous lupus erythematosus', 'Acne', 'Derangement of joint, non-traumatic', 'Congenital hip dysplasia and deformity', 'Symptoms of the muscles', 'Shock', 'Open wound of finger(s)', 'Injuries to the nervous system']",6 +C_0702,0,1,"[0.03854, 0.0458, 0.04367, 0.04122, 0.03498, 0.009048, 0.03771, 0.005597, 0.002689, 0.001827, 0.002683, 0.0001089, 0.04204, 0.005618, 0.003531, 0.04476, 0.02925, 0.00513, 0.0135, 0.04412, 0.002278, 0.001945, 0.0009648, 0.01055, 0.008809, 0.03341, 0.03123, 0.01131, 0.008731, 0.01583, 0.01922, 0.03876, 0.01669, 0.001131, 0.02194, 0.006291, 4.705e-05, 0.04053, 0.005784, 0.0275, 0.02052, 0.002557, 0.03725, 0.03549, 0.01996, 0.01125, 0.04034, 0.02194, 0.0465, 0.006311, 0.02325, 0.01256, 0.008355, 0.02437, 0.04018, 0.03071, 0.02908, 0.01287, 0.03892, 0.01244, 0.02022, 0.01104, 0.02456, 0.01598, 0.02881, 0.0309, 0.03434, 0.00226, 0.001605, 0.04823, 0.01888, 0.02528, 0.02429, 0.04666, 0.02534, 0.0338, 0.02819, 0.02421, 0.03421, 0.04955, 0.03316, 0.03684, 0.006987, 0.04993, 0.01696, 0.02326, 0.01124, 0.01074, 0.02775, 0.02997]","[0.846, 0.483, 0.787, 1.144, 1.16, 1.559, 1.25, 1.548, 1.267, 1.348, 0.894, 0.63, 0.56, 0.39, 0.354, 0.924, 0.739, 0.808, 0.738, 0.776, 0.905, 0.903, 0.862, 0.898, 1.455, 1.408, 0.416, 2.109, 1.286, 1.444, 1.482, 1.403, 1.172, 2.183, 1.243, 1.353, 1.654, 1.173, 1.52, 1.249, 1.252, 0.589, 0.401, 0.876, 0.827, 0.789, 0.893, 0.82, 1.305, 0.519, 1.216, 1.246, 0.883, 1.467, 1.16, 0.577, 1.94, 0.612, 0.582, 0.712, 1.898, 1.779, 0.848, 1.78, 0.784, 0.765, 0.599, 2.215, 0.66, 0.764, 1.597, 0.758, 0.752, 1.883, 1.671, 0.777, 0.595, 1.784, 1.727, 1.148, 1.16, 1.163, 1.694, 1.427, 0.928, 0.775, 0.654, 1.339, 0.431, 0.855]","['Dermatophytosis', 'Cancer of nasopharynx', 'Cancer of connective tissue', 'Melanomas of skin, dx or hx', 'Melanomas of skin', 'Cervical cancer', 'Cancer of other female genital organs', 'Lymphosarcoma', 'Nontoxic nodular goiter', 'Nontoxic multinodular goiter', 'Diabetes mellitus', 'Type 1 diabetes', 'Type 1 diabetes with ketoacidosis', 'Type 1 diabetes with ophthalmic manifestations', 'Type 1 diabetes with neurological manifestations', 'Type 2 diabetes', 'Type 2 diabetes with ophthalmic manifestations', 'Insulin pump user', 'Diabetic retinopathy', 'Testicular dysfunction', 'Disorders of lipoid metabolism', 'Hyperlipidemia', 'Hypercholesterolemia', 'Mixed hyperlipidemia', 'Other disorders of metabolism', 'Pernicious anemia', 'Abnormality of red blood cells', 'Specific nonpsychotic mental disorders due to brain damage', 'Aphasia/speech disturbance', 'Aphasia', 'Suicidal ideation or attempt', 'Meningitis', 'Insomnia', 'Organic or persistent insomnia', 'Other cerebral degenerations', 'Hydrocephalus', 'Multiple sclerosis', 'Migraine', 'Other demyelinating diseases of central nervous system', 'Partial epilepsy', 'Lack of coordination', 'Macular degeneration, dry', 'Superficial keratitis', 'Otitis media and Eustachian tube disorders', 'Otitis media', 'Suppurative and unspecified otitis media', 'Dizziness and giddiness (Light-headedness and vertigo)', 'Abnormal heart sounds', 'Primary pulmonary hypertension', 'Precordial pain', 'Cerebral artery occlusion, with cerebral infarction', 'Late effects of cerebrovascular disease', 'Allergic rhinitis', 'Cystic fibrosis', 'Empyema and pneumothorax', 'Disorders of tooth development', 'Leukoplakia of oral mucosa', 'Gastric ulcer', 'Ulceration of the lower GI tract', 'Diverticulitis', 'Cholelithiasis with acute cholecystitis', 'Chronic glomerulonephritis, NOS', 'Chronic Kidney Disease, Stage III', 'Calculus of lower urinary tract', 'Genital prolapse', 'Prolapse of vaginal walls', 'Uterine/Uterovaginal prolapse', 'Dysplasia of female genital organs', 'stress incontinence, female', 'Postmenopausal atrophic vaginitis', 'Abnormality in fetal heart rate or rhythm', 'Psoriasis and related disorders', 'Psoriasis', 'Abnormal granulation tissue', 'Disorders of sweat glands', 'Chronic ulcer of leg or foot', 'Dermatomyositis', ""Contracture of palmar fascia [Dupuytren's disease]"", 'Other disorders of soft tissues', 'Osteoarthrosis, generalized', 'Cardiac and circulatory congenital anomalies', 'Cardiac congenital anomalies', 'Other specified congenital anomalies of kidney', 'Other congenital musculoskeletal anomalies', 'Abdominal pain', 'Septic shock', 'Fracture of unspecified part of femur', 'Bone marrow or stem cell transplant', 'Open wound of foot except toe(s) alone', 'Sepsis']",6 +DPB1_0101,1,2,"[0.04706, 0.03164, 0.00033, 0.0005391, 0.0008985, 0.005507, 0.04125, 0.01999, 0.03796, 0.03563, 0.01218, 0.04038, 0.04488, 0.02291, 0.04654, 0.03283, 0.0346, 0.02813, 0.005094, 0.004392, 0.005509, 0.005189, 0.01454, 0.04484, 0.01439, 0.0169, 0.04207, 0.02199, 0.0486, 0.02783, 0.03793, 0.008814, 0.000116, 0.0005721, 0.02625, 0.001202, 0.04237, 0.04989, 0.04555, 0.04353, 0.01691, 0.04204, 0.001434, 0.01179, 0.01589, 0.04375, 0.03388, 0.01129, 0.03399, 0.01516, 0.0373, 0.03881, 0.01417, 0.04048, 0.04461, 0.0006451, 0.04604, 0.01294, 0.03719, 0.04449, 0.002558, 0.02854, 0.0165, 0.03837, 0.01273, 0.008493, 0.01011, 0.04773, 0.01091, 0.008093, 0.004271, 0.01198, 0.0293, 0.03323, 0.0195, 0.0433, 0.04716, 0.04068, 0.006677, 0.01817, 0.04436, 0.02413, 0.004466, 0.03367]","[0.716, 1.508, 1.414, 1.411, 1.462, 2.132, 1.615, 1.252, 1.242, 1.343, 0.597, 0.493, 0.646, 0.263, 0.634, 0.409, 1.328, 1.472, 1.153, 1.167, 1.338, 1.307, 0.581, 0.237, 1.196, 1.214, 1.494, 1.238, 1.105, 1.48, 0.523, 0.387, 3.126, 3.271, 1.337, 1.346, 0.654, 0.245, 0.36, 1.603, 1.292, 1.144, 1.443, 1.821, 1.419, 1.143, 1.154, 0.699, 0.653, 1.433, 0.87, 0.763, 0.173, 1.369, 1.714, 2.479, 1.447, 1.247, 1.227, 1.295, 2.192, 1.344, 1.497, 1.119, 0.663, 1.189, 1.555, 1.506, 1.443, 1.781, 2.188, 0.399, 1.561, 1.13, 1.168, 0.755, 1.805, 1.162, 1.388, 2.164, 0.724, 1.285, 1.572, 1.581]","['Intestinal infection due to C. difficile', 'Chronic hepatitis', 'Dermatophytosis / Dermatomycosis', 'Dermatophytosis', 'Dermatophytosis of nail', 'Dermatophytosis of the body', 'Other infectious and parasitic diseases', 'Colorectal cancer', 'Colon cancer', 'Malignant neoplasm of rectum, rectosigmoid junction, and anus', 'Cervical cancer and dysplasia', 'Cervical cancer', 'Multiple myeloma', 'Benign neoplasm of bone and articular cartilage', 'Benign neoplasm of uterus', 'Benign neoplasm of pituitary gland and craniopharyngeal duct (pouch)', 'Thyrotoxicosis with or without goiter', ""Graves' disease"", 'Diabetes mellitus', 'Type 2 diabetes', 'Type 2 diabetes with neurological manifestations', 'Insulin pump user', 'Disorders of parathyroid gland', 'Diabetes insipidus', 'Vitamin deficiency', 'Vitamin D deficiency', 'Hyperglyceridemia', 'Gout and other crystal arthropathies', 'Electrolyte imbalance', 'Hyperosmolality and/or hypernatremia', 'Alkalosis', 'Agorophobia, social phobia, and panic disorder', 'Encephalitis', 'Encephalitis, non-infectious', 'Encephalopathy, not elsewhere classified', 'Hereditary and idiopathic peripheral neuropathy', 'Infection of the eye', 'Eye infection, viral', 'Other disorders of middle ear and mastoid', 'Mitral valve stenosis and aortic valve stenosis', 'Abnormal heart sounds', 'Cardiac conduction disorders', 'Atrioventricular [AV] block', 'First degree AV block', 'Atrioventricular block, complete', 'Atrial fibrillation and flutter', 'Atrial fibrillation', 'Other aneurysm', 'Abdominal aortic aneurysm', 'Circulatory disease NEC', 'Acute upper respiratory infections of multiple or unspecified sites', 'Acute pharyngitis', 'Acute laryngitis and tracheitis', 'Other pulmonary inflamation or edema', 'Ulceration of the lower GI tract', 'Celiac disease', 'Ileostomy status', 'Chronic liver disease and cirrhosis', 'Other chronic nonalcoholic liver disease', 'Liver abscess and sequelae of chronic liver disease', 'Acute and subacute necrosis of liver', 'Renal failure NOS', 'Cyst of kidney, acquired', 'Urinary tract infection', 'Noninflammatory female genital disorders', 'Superficial cellulitis and abscess', 'Cellulitis and abscess of arm/hand', 'Cellulitis and abscess of foot, toe', 'Other local infections of skin and subcutaneous tissue', 'Corns and callosities', 'Disorders of sweat glands', 'Juvenile rheumatoid arthritis', 'Ganglion and cyst of synovium, tendon, and bursa', 'Osteoarthrosis', 'Osteoarthrosis NOS', 'Cardiac shunt/ heart septal defect', 'Congenital anomalies of peripheral vascular system', 'Cervicalgia', 'Neuralgia, neuritis, and radiculitis NOS', 'Persistent vomiting', 'Abnormal Papanicolaou smear of cervix and cervical HPV', 'Open wounds of extremities', 'Certain early complications of trauma or procedure', 'Poisoning by hormones and synthetic substitutes']",6 +DPB1_0501,1,3,"[0.01909, 0.01461, 0.03127, 0.03718, 0.01579, 0.001047, 0.00512, 0.04277, 0.03694, 0.01971, 0.01254, 0.03375, 0.03034, 0.01948, 0.04896, 0.03563, 0.04034, 0.001947, 0.01834, 0.036, 0.0132, 0.04234, 0.01078, 0.01498, 0.006156, 0.03327, 0.04057, 0.02512, 0.0125, 0.02846, 0.01556, 0.01311, 0.02833, 0.02645, 0.009964, 0.03267, 0.009829, 0.01302, 0.01108, 0.03097, 0.01253, 0.04136, 0.01918, 0.001478, 0.01953, 0.02803, 0.01236, 0.02649, 0.03512, 0.04024, 0.04285, 0.02547, 0.001968, 0.0413, 0.007037, 0.02791, 0.03948, 0.03568, 0.005459, 0.02445]","[1.665, 0.415, 1.372, 1.482, 1.602, 2.87, 2.558, 2.394, 0.819, 0.785, 0.807, 0.676, 0.663, 0.55, 0.766, 0.758, 0.547, 2.585, 2.573, 1.519, 2.059, 1.339, 2.785, 0.332, 0.686, 0.534, 1.4, 1.668, 0.67, 0.641, 0.666, 1.382, 0.814, 2.303, 0.726, 1.529, 1.574, 1.425, 1.491, 0.499, 2.755, 2.142, 1.868, 2.633, 1.74, 2.407, 2.549, 1.578, 0.716, 0.711, 1.761, 1.634, 2.091, 1.773, 2.464, 2.601, 1.6, 2.192, 3.384, 0.641]","['Acquired absence of breast', 'Cancer of other female genital organs', 'Cancer of urinary organs (incl. kidney and bladder)', 'Cancer of kidney and renal pelvis', 'Malignant neoplasm of kidney, except pelvis', 'Cancer of eye', 'Benign neoplasm of eye', 'Benign neoplasm of eye, uveal', 'Hypothyroidism', 'Hypothyroidism NOS', 'Diabetes mellitus', 'Gout and other crystal arthropathies', 'Gout', 'Pancytopenia', 'Anemia of chronic disease', 'Purpura and other hemorrhagic conditions', 'Other diseases of blood and blood-forming organs', 'Visual field defects', 'Eye infection, viral', 'Keratitis', 'Uveitis, noninfectious or NOS', 'Other disorders of eye', 'Disorders of iris and ciliary body', 'Peripheral or central vertigo', 'Dizziness and giddiness (Light-headedness and vertigo)', 'Paroxysmal supraventricular tachycardia', 'Other aneurysm', 'Noninfectious disorders of lymphatic channels', 'Other venous embolism and thrombosis', 'Hemorrhoids', 'Chronic sinusitis', 'Acute bronchitis and bronchiolitis', 'Pulmonary collapse; interstitial and compensatory emphysema', 'Disorders of esophageal motility', 'Dysphagia', 'Paralytic ileus', 'Other disorders of liver', 'Cholelithiasis and cholecystitis', 'Cholelithiasis', 'Renal failure NOS', 'Chronic interstitial cystitis', 'Hydrocele', 'Disorders of penis', 'Redundant prepuce and phimosis/BXO', 'Other specified disorders of breast', 'Prurigo and Lichen', 'Disorders of sweat glands', 'Unspecified osteomyelitis', 'Spondylosis and allied disorders', 'Spondylosis without myelopathy', 'Malunion and nonunion of fracture', 'Acquired toe deformities', 'Hammer toe (acquired)', 'Hallux valgus (Bunion)', 'Kyphosis (acquired)', 'Congenital deformities of feet', 'Fracture of tibia and fibula', ""Colles' fracture"", 'Complication of amputation stump', 'Adverse drug events and drug allergies']",6 +DPB1_1101,1,0,"[0.02276, 0.03919, 0.007036, 0.001367, 0.003893, 0.003235, 0.000228, 0.02398, 0.01309, 0.03744, 0.02258, 0.02876, 0.03188, 0.003315, 0.007875, 0.04503, 0.006041, 0.0115, 0.04638, 0.00892, 0.02071, 0.0353, 0.04503, 0.03867, 0.02383, 0.003735, 0.03547, 0.04481, 0.01828, 0.01174, 0.03177, 0.04675, 0.03829, 0.0264, 0.03813, 0.02848, 0.004769, 0.03855, 0.0247, 0.007539, 0.01895, 0.002874, 0.03995, 0.04032, 0.04884, 0.003238, 0.001994, 0.01812, 0.04115, 0.01971, 0.01029, 0.0009635, 0.0429, 0.04478, 0.04224, 0.04195, 0.01564, 0.009567, 0.03478, 0.02463, 0.02661, 0.002621, 0.004418, 0.001131, 0.001469, 0.02924, 0.03634, 0.0435, 0.007738, 0.02416, 0.04862, 0.02472, 0.02009, 0.009126]","[2.228, 1.436, 1.834, 1.546, 1.891, 1.565, 2.001, 2.12, 0.626, 0.661, 0.48, 0.539, 1.727, 2.175, 0.543, 0.486, 0.413, 0.581, 0.135, 1.3, 1.604, 0.339, 0.866, 0.862, 0.797, 2.153, 0.807, 0.801, 0.253, 1.368, 1.322, 0.366, 0.475, 1.91, 1.796, 0.367, 2.581, 2.281, 0.714, 2.947, 0.679, 0.32, 0.127, 0.545, 1.993, 2.579, 1.556, 1.566, 0.48, 2.393, 1.493, 1.614, 0.306, 1.379, 2.254, 1.587, 2.158, 2.384, 2.851, 0.321, 0.326, 0.427, 0.633, 0.529, 2.562, 0.332, 0.825, 0.236, 1.905, 2.12, 1.467, 1.561, 1.969, 2.214]","['Viral hepatitis B', 'Cancer of mouth', 'Cancer of tongue', 'Cancer of larynx, pharynx, nasal cavities', 'Cancer of oropharynx', 'Cancer of larynx', 'Hx of malignant neoplasm of oral cavity and pharynx', 'Cancer of of nasal cavities', 'Colorectal cancer', 'Colon cancer', 'Malignant neoplasm of rectum, rectosigmoid junction, and anus', 'Thyroid cancer', 'Nodular lymphoma', 'Reticulosarcoma', 'Nontoxic nodular goiter', 'Nontoxic uninodular goiter', 'Nontoxic multinodular goiter', 'Secondary hypothyroidism', 'Ovarian dysfunction', 'Protein-calorie malnutrition', 'Adult failure to thrive', 'Delayed milestones', 'Disorders of lipoid metabolism', 'Hyperlipidemia', 'Hypercholesterolemia', 'Alkalosis', 'Overweight, obesity and other hyperalimentation', 'Obesity', 'Other immunological findings', 'Other specified nonpsychotic and/or transient mental disorders', 'Alteration of consciousness', 'Restless legs syndrome', 'Degenerative disease of the spinal cord', 'Chronic pain syndrome', 'Macular puckering of retina', 'Macular degeneration (senile) of retina NOS', 'Other disorders of middle ear and mastoid', 'Cholesteatoma', 'Pulmonary heart disease', 'Acute pericarditis', 'Occlusion and stenosis of precerebral arteries', 'Polyarteritis nodosa and allied conditions', 'Arteritis NOS', 'Encounter for long-term (current) use of aspirin', 'Nasal polyps', 'Postnasal drip', 'Pulmonary insufficiency or respiratory failure following trauma and surgery', 'Hyperventilation', 'Hemoptysis', 'Jaw disease NOS', 'Cirrhosis of liver without mention of alcohol', 'Abnormal results of function study of liver', 'Disorders of penis', 'Benign mammary dysplasias', 'Benign neoplasm of breast', 'Mammographic microcalcification', 'Breast conditions, congenital or relating to hormones', 'Hypertrophy of breast (Gynecomastia)', 'Neonatal bradycardia or tachycardia', 'Erythematosquamous dermatosis', 'Seborrheic dermatitis', 'Diffuse diseases of connective tissue', 'Rheumatoid arthritis and other inflammatory polyarthropathies', 'Rheumatoid arthritis', 'Other disorders of cervical region', 'Bursitis', 'Osteoarthrosis', 'Chromosomal anomalies and genetic disorders', 'Malaise and fatigue', 'Open wound of finger(s)', 'Dermatitis due to solar radiation', 'Chronic dermatitis due to solar radiation', 'Poisoning by hormones and synthetic substitutes', 'Adrenal cortical steroids causing adverse effects in therapeutic use']",6 +DRB1_0407,0,2,"[0.04004, 0.006089, 0.02923, 0.02097, 0.004204, 0.00916, 0.001739, 0.04148, 0.04622, 0.01621, 0.003418, 0.004366, 0.01932, 0.02748, 0.02539, 0.02722, 0.03805, 0.03595, 0.006717, 0.02199, 0.001495, 0.005036, 0.005162, 0.01147, 0.002005, 0.01135, 0.04714, 0.0327, 0.04379, 0.03789, 0.003298, 0.02624, 0.03978, 0.01911, 0.02223, 0.0474, 0.04868, 0.01697, 0.0122, 0.03396, 0.03446, 0.02101, 0.007813, 0.0345, 0.004257, 0.03008, 0.002761, 0.01914, 0.001804, 0.01086, 0.004414, 0.03664, 0.005984, 0.0265, 0.02283, 0.004472, 0.006892, 0.009371, 0.004936, 0.02083, 0.004067, 0.02727, 0.03459, 0.04595, 0.03364, 0.01286, 0.00125, 0.002212, 0.001153, 0.04831, 0.03692, 0.02815, 0.01047, 0.02097, 0.01934, 0.03133, 0.02125, 0.04359, 0.01873, 0.006859, 0.001536, 0.0009656]","[2.027, 1.893, 1.575, 1.672, 2.221, 1.604, 2.333, 3.411, 1.518, 1.869, 1.405, 1.459, 1.396, 0.627, 0.611, 0.615, 1.723, 0.421, 1.572, 2.314, 0.684, 0.702, 2.206, 1.711, 2.448, 1.362, 2.31, 1.788, 1.947, 1.476, 3.516, 1.558, 1.708, 2.364, 0.568, 1.756, 1.786, 2.4, 2.19, 2.085, 1.283, 1.382, 1.42, 2.663, 1.704, 1.824, 1.701, 3.009, 2.082, 3.281, 2.69, 1.833, 1.425, 1.5, 2.119, 2.893, 2.928, 3.405, 4.474, 2.69, 2.211, 2.565, 1.838, 1.817, 1.445, 1.36, 1.605, 0.404, 0.26, 0.656, 3.522, 2.13, 1.986, 2.258, 2.547, 2.768, 2.154, 1.229, 1.23, 2.548, 2.05, 2.156]","['Herpes simplex', 'Viral warts & HPV', 'Viral infection', 'Cancer of mouth', 'Cancer of tongue', 'Cancer of larynx, pharynx, nasal cavities', 'Cancer of oropharynx', 'Cancer of hypopharynx', 'Cancer of larynx', 'Hx of malignant neoplasm of oral cavity and pharynx', 'Skin cancer', 'Other non-epithelial cancer of skin', 'Neoplasm of uncertain behavior of skin', 'Breast cancer', 'Breast cancer [female]', 'Malignant neoplasm of female breast', 'Cervical cancer and dysplasia', 'Cancer of brain and nervous system', 'Secondary malignancy of respiratory organs', 'Benign neoplasm of lip, oral cavity, and pharynx', 'Diabetes mellitus', 'Type 2 diabetes', 'Failure to thrive (childhood)', 'Disorders of magnesium metabolism', 'Hyperosmolality and/or hypernatremia', 'Hypopotassemia', 'Deficiency of humoral immunity', 'Pervasive developmental disorders', 'Macular degeneration, dry', 'Visual disturbances', 'Paralytic strabismus', 'Otitis media', 'Heart transplant/surgery', 'Subdural hemorrhage', 'Occlusion and stenosis of precerebral arteries', 'Acute and chronic tonsillitis', 'Chronic tonsillitis and adenoiditis', 'Bronchopneumonia and lung abscess', 'Influenza', 'Other alveolar and parietoalveolar pneumonopathy', 'Pleurisy; pleural effusion', 'Respiratory failure', 'Other diseases of lung', 'Lung transplant', 'Other symptoms of respiratory system', 'Painful respiration', 'Respiratory abnormalities', 'Apnea', 'Hyperventilation', 'Sialoadenitis', 'Reflux esophagitis', 'Stricture and stenosis of esophagus', 'Gastrointestinal hemorrhage', 'Blood in stool', 'Urinary obstruction', 'Uterine/Uterovaginal prolapse', 'Dysmenorrhea', 'Hemorrhage during pregnancy; childbirth and postpartum', 'Antepartum hemorrhage, abruptio placentae, and placenta previa', 'Hemorrhage in early pregnancy', 'Other perinatal conditions of fetus or newborn', 'Perinatal jaundice', 'Dyschromia and Vitiligo', 'Other dyschromia', 'Other hypertrophic and atrophic conditions of skin', 'Degenerative skin conditions and other dermatoses', 'Actinic keratosis', 'Spinal stenosis', 'Spinal stenosis of lumbar region', 'Spondylosis and allied disorders', 'Osteochondropathies', 'Contracture of joint', 'Valvular heart disease/ heart chambers', 'Digestive congenital anomalies', 'Lower gastrointestinal congenital anomalies', 'Congenital anomalies of intestine', 'Nervous system congenital anomalies', 'Fever of unknown origin', 'Abdominal pain', 'Cardiogenic shock', 'Dermatitis due to solar radiation', 'Chronic dermatitis due to solar radiation']",6 diff --git a/outputs/clusters/phenotype_cluster_0.csv b/outputs/clusters/phenotype_cluster_0.csv index af99345..56e8f3d 100644 --- a/outputs/clusters/phenotype_cluster_0.csv +++ b/outputs/clusters/phenotype_cluster_0.csv @@ -1,222 +1,249 @@ phewas_string,x,y,p_values,odds_ratios,snps,cluster -Abnormal electrocardiogram [ECG] [EKG],1,11,"[0.01753, 0.03209, 0.01421, 0.03181, 0.01463, 0.02434, 0.01159, 0.04345, 0.04429]","[0.815, 0.586, 1.453, 1.326, 1.34, 0.742, 0.673, 1.187, 1.193]","['A_0301', 'A_2301', 'A_2501', 'A_6801', 'B_2705', 'B_4403', 'C_1601', 'DQB1_0302', 'DRB1_0101']",0 -Abnormal function study of cardiovascular system,2,12,"[0.01657, 1.702e-05, 0.04785, 0.01708, 0.03877, 0.0132, 0.02598, 0.03188, 0.038, 0.02078, 0.03376, 0.01184, 0.01415, 0.009206, 0.02626, 0.01494]","[0.706, 3.012, 0.722, 0.444, 1.289, 1.601, 1.306, 1.724, 0.746, 1.343, 1.313, 1.416, 0.682, 0.637, 1.33, 1.362]","['A_0301', 'B_1401', 'B_4402', 'C_0102', 'C_0701', 'C_0802', 'DPA1_0103', 'DPB1_1301', 'DQA1_0101', 'DQA1_0201', 'DQB1_0201', 'DQB1_0202', 'DQB1_0501', 'DRB1_0101', 'DRB1_0301', 'DRB1_0701']",0 -Abnormal glucose,3,11,"[0.03115, 0.01602, 0.03155, 0.03172, 0.04546, 0.0382]","[0.862, 0.614, 0.874, 1.145, 1.142, 1.14]","['B_0801', 'B_4901', 'C_0701', 'DQA1_0201', 'DRB1_0401', 'DRB1_0701']",0 -Abnormal granulation tissue,1,8,"[0.02228, 0.01946, 0.04666, 0.01863, 0.04066, 0.006767]","[2.07, 2.516, 1.883, 3.083, 3.428, 2.784]","['B_0702', 'B_5101', 'C_0702', 'DPB1_0601', 'DRB1_0103', 'DRB1_0404']",0 -Abnormal heart sounds,0,11,"[0.002022, 0.01376, 0.03852, 0.02194, 0.01691, 0.01249, 0.0182, 0.0142, 0.02471, 0.01184]","[1.52, 0.803, 1.293, 0.82, 1.292, 1.204, 0.709, 0.802, 1.311, 0.799]","['A_3101', 'B_0702', 'C_0202', 'C_0702', 'DPB1_0101', 'DQA1_0501', 'DQB1_0303', 'DQB1_0602', 'DRB1_1302', 'DRB1_1501']",0 -Absent or infrequent menstruation,0,10,"[0.01261, 0.003122, 0.00721, 0.03085, 0.03518, 0.01276, 0.04194, 0.04866]","[2.526, 2.325, 1.717, 1.589, 0.638, 1.885, 0.648, 1.614]","['A_3001', 'B_1302', 'B_1501', 'C_0303', 'DQB1_0201', 'DQB1_0604', 'DRB1_0301', 'DRB1_1302']",0 -Acquired absence of breast,5,11,"[0.01144, 0.01952, 0.04943, 0.02732, 0.02286, 0.02315, 0.01909, 0.03942, 0.01089, 0.01108, 0.04306, 0.03973]","[1.555, 0.64, 1.357, 0.639, 1.294, 1.541, 1.665, 1.287, 0.73, 1.602, 1.282, 1.431]","['A_2902', 'B_1501', 'B_4001', 'C_0303', 'DPA1_0103', 'DPA1_0202', 'DPB1_0501', 'DQB1_0201', 'DQB1_0301', 'DQB1_0604', 'DRB1_0301', 'DRB1_1302']",0 -Acute and chronic tonsillitis,0,8,"[0.02184, 0.03554, 0.0474]","[1.273, 0.585, 1.756]","['DQB1_0301', 'DQB1_0604', 'DRB1_0407']",0 -Acute bronchitis and bronchiolitis,2,11,"[0.02516, 3.452e-05, 0.0003915, 0.03274, 0.02842, 0.04925, 0.01311, 0.03514, 0.03642, 0.02245, 0.04042, 0.02782]","[0.689, 1.875, 1.558, 1.471, 1.255, 1.162, 1.382, 1.428, 1.425, 1.168, 1.167, 1.162]","['A_2601', 'A_3001', 'B_1302', 'B_4002', 'C_0202', 'C_0602', 'DPB1_0501', 'DPB1_1401', 'DPB1_1701', 'DQA1_0201', 'DQB1_0202', 'DRB1_0701']",0 -Acute gastritis,3,7,"[0.03793, 0.0179, 0.04215]","[1.874, 2.003, 0.346]","['A_0201', 'A_0301', 'DPB1_0301']",0 -Acute laryngitis and tracheitis,4,9,"[0.04439, 0.04437, 0.01438, 0.01417, 0.03808, 0.01225, 0.02321]","[0.546, 2.557, 0.516, 0.173, 0.546, 2.955, 0.505]","['B_0801', 'B_3901', 'C_0701', 'DPB1_0101', 'DQB1_0201', 'DQB1_0502', 'DRB1_0301']",0 -Acute sinusitis,4,9,"[0.01307, 0.01338, 0.0148, 0.03327, 0.03268, 0.02018, 0.04259]","[0.861, 0.557, 1.254, 0.862, 0.788, 0.885, 1.366]","['A_0301', 'B_1401', 'B_5701', 'C_0401', 'C_0802', 'DQA1_0501', 'DQB1_0502']",0 -Adrenal hyperfunction,3,10,"[0.003208, 0.03623, 0.0349, 0.006419, 0.01299, 0.02811, 0.04218, 0.04516, 0.03402, 0.01312]","[1.816, 0.122, 0.59, 2.472, 1.606, 1.734, 0.595, 2.329, 0.601, 1.605]","['C_0602', 'DPA1_0202', 'DPB1_0201', 'DPB1_1001', 'DQA1_0201', 'DQB1_0303', 'DQB1_0501', 'DQB1_0502', 'DQB1_0602', 'DRB1_0701']",0 -"Antepartum hemorrhage, abruptio placentae, and placenta previa",0,7,"[0.03413, 0.01188, 0.04461, 0.004936, 0.04405]","[2.427, 3.813, 2.448, 4.474, 3.385]","['A_2902', 'B_3503', 'C_1203', 'DRB1_0407', 'DRB1_1201']",0 -Anterior horn cell disease,4,10,"[0.049, 0.01108, 0.04953, 0.04892]","[0.316, 0.448, 0.624, 0.624]","['B_5701', 'C_0602', 'DQA1_0201', 'DRB1_0701']",0 -Aortic aneurysm,0,11,"[0.01674, 0.04457, 0.008854, 0.01587, 0.0376, 0.04755, 0.02974]","[0.506, 0.743, 0.712, 1.291, 0.808, 0.616, 1.351]","['A_2501', 'B_4001', 'C_0304', 'C_0602', 'DPA1_0201', 'DQB1_0402', 'DRB1_1302']",0 -Apnea,0,6,"[0.001246, 0.008851, 0.03848, 0.003768, 0.01914]","[3.684, 2.355, 1.598, 3.208, 3.009]","['A_3001', 'A_3101', 'B_0801', 'B_3503', 'DRB1_0407']",0 -Arterial embolism and thrombosis of lower extremity artery,3,10,"[0.01725, 0.02712, 0.04017, 0.04228, 0.005559, 0.00245, 0.006458, 0.001862, 0.02174, 0.04793, 0.02905, 0.002523, 0.00364, 0.0445]","[2.166, 1.802, 0.485, 0.488, 0.408, 1.966, 1.916, 2.335, 0.461, 1.57, 0.277, 1.963, 3.176, 0.307]","['A_3201', 'B_1501', 'B_4402', 'C_0501', 'DQA1_0101', 'DQA1_0201', 'DQB1_0202', 'DQB1_0303', 'DQB1_0501', 'DQB1_0602', 'DQB1_0603', 'DRB1_0701', 'DRB1_0901', 'DRB1_1301']",0 -Arthropathy NOS,0,12,"[0.0003865, 0.01246, 0.001876, 0.005388, 0.02715, 0.01305, 0.03369]","[0.615, 1.359, 0.7, 0.697, 0.833, 0.76, 0.69]","['A_2902', 'B_1402', 'B_4403', 'C_1601', 'DQB1_0202', 'DRB1_1101', 'DRB1_1104']",0 -Atrial fibrillation,0,11,"[0.01297, 0.01197, 0.03476, 0.03747, 0.03388, 0.01725]","[1.128, 1.237, 0.839, 1.106, 1.154, 1.194]","['A_0301', 'A_3201', 'C_1601', 'DPA1_0201', 'DPB1_0101', 'DRB1_1302']",0 -Atrial fibrillation and flutter,0,11,"[0.03113, 0.005582, 0.02776, 0.04375, 0.01153]","[1.108, 1.257, 0.836, 1.143, 1.202]","['A_0301', 'A_3201', 'C_1601', 'DPB1_0101', 'DRB1_1302']",0 -Atrioventricular [AV] block,0,11,"[0.04762, 0.001434, 0.003854, 0.04464]","[1.408, 1.443, 0.771, 1.304]","['A_2501', 'DPB1_0101', 'DQB1_0301', 'DRB1_1302']",0 -"Atrioventricular block, complete",0,11,"[0.01589, 0.001852, 0.0488]","[1.419, 0.697, 1.355]","['DPB1_0101', 'DQB1_0301', 'DQB1_0303']",0 -Bacterial pneumonia,4,11,"[0.007604, 0.04534, 0.04274, 0.01859, 0.007598, 0.01867, 0.005058, 0.02393, 0.007011]","[1.697, 1.32, 0.825, 0.778, 1.404, 1.203, 1.266, 1.235, 1.255]","['A_3001', 'A_6801', 'B_0801', 'C_0401', 'C_1601', 'DPA1_0103', 'DQA1_0201', 'DQB1_0202', 'DRB1_0701']",0 -Benign neoplasm of eye,5,10,"[0.001888, 0.001825, 0.00512]","[2.46, 0.353, 2.558]","['DPA1_0202', 'DPB1_0201', 'DPB1_0501']",0 -"Benign neoplasm of lip, oral cavity, and pharynx",1,8,"[0.04946, 0.03372, 0.04761, 0.02199]","[0.641, 1.902, 1.596, 2.314]","['DPB1_0402', 'DPB1_0601', 'DRB1_0404', 'DRB1_0407']",0 -Benign neoplasm of other endocrine glands and related structures,1,11,"[0.03212, 0.02135, 0.02868, 0.02525, 0.02588]","[1.382, 0.195, 1.555, 0.713, 2.155]","['A_0301', 'B_1402', 'B_4403', 'DQA1_0501', 'DQB1_0502']",0 -Benign neoplasm of uterus,0,10,"[0.0137, 0.001714, 0.01122, 0.04649, 0.01542, 0.04654, 0.005361, 0.0154]","[1.446, 0.3, 1.613, 0.613, 0.473, 0.634, 1.729, 1.56]","['A_2402', 'A_2902', 'B_2705', 'B_4403', 'C_1601', 'DPB1_0101', 'DQB1_0604', 'DRB1_1302']",0 -Blindness and low vision,5,12,"[0.007459, 0.0001123, 0.01761, 0.03451, 0.03248, 0.02785, 0.0241, 0.03752]","[2.164, 2.314, 1.499, 0.569, 1.38, 0.491, 1.38, 0.583]","['A_3001', 'B_1302', 'B_4001', 'B_4403', 'C_0602', 'C_1601', 'DQB1_0302', 'DRB1_1101']",0 -Bronchitis,4,9,"[0.03996, 0.0367, 0.02081, 0.01757, 0.01932, 0.03934, 0.04494]","[2.123, 1.651, 0.601, 1.845, 2.258, 1.823, 0.133]","['B_3901', 'B_5701', 'DPB1_0301', 'DQA1_0401', 'DQB1_0502', 'DRB1_0801', 'DRB1_1104']",0 -Bronchopneumonia and lung abscess,0,8,"[0.03857, 0.04694, 0.02868, 0.02131, 0.01697]","[2.244, 1.442, 1.695, 0.261, 2.4]","['B_4002', 'B_4402', 'C_0202', 'C_0802', 'DRB1_0407']",0 -Calcaneal spur; Exostosis NOS,2,8,"[0.005024, 0.01168, 0.02684]","[2.453, 2.993, 3.178]","['B_4001', 'C_1502', 'DPB1_1401']",0 -Cancer of bladder,1,10,"[0.03477, 0.04996, 0.03819, 0.03754]","[1.507, 1.359, 1.448, 1.239]","['A_2501', 'C_1601', 'DQA1_0401', 'DQB1_0602']",0 -Cancer of esophagus,1,12,"[0.008322, 0.00272, 0.01423, 0.02381, 0.02476]","[1.644, 2.209, 1.665, 1.388, 1.385]","['B_4403', 'C_0704', 'C_1601', 'DQA1_0201', 'DRB1_0701']",0 -Cancer of eye,5,10,"[0.03547, 0.01196, 0.01813, 0.03205, 0.001047]","[2.639, 2.119, 2.077, 1.59, 2.87]","['B_1401', 'C_0802', 'DPA1_0202', 'DPB1_0201', 'DPB1_0501']",0 -Cancer of hypopharynx,0,8,"[0.04645, 0.04096, 0.04148]","[1.95, 0.126, 3.411]","['B_4402', 'C_0304', 'DRB1_0407']",0 -Cancer of larynx,2,11,"[0.008785, 0.01547, 0.02375, 0.008748, 0.01716, 0.02407, 0.003235, 0.001452, 0.002347, 0.02474, 0.0214, 0.04622, 0.002093]","[1.669, 1.466, 1.228, 1.273, 0.374, 1.221, 1.565, 1.302, 1.319, 0.618, 0.812, 1.518, 1.29]","['A_3001', 'B_1302', 'C_0501', 'C_0602', 'C_1402', 'DPB1_0301', 'DPB1_1101', 'DQA1_0201', 'DQB1_0202', 'DQB1_0503', 'DQB1_0602', 'DRB1_0407', 'DRB1_0701']",0 -"Cancer of larynx, pharynx, nasal cavities",2,11,"[0.04892, 0.03211, 0.00304, 0.04808, 0.007536, 0.04219, 0.001367, 0.002618, 0.004323, 0.01401, 0.00916, 0.003605, 0.04372]","[1.15, 1.481, 1.51, 0.545, 1.246, 0.536, 1.546, 1.25, 1.263, 0.821, 1.604, 1.241, 0.577]","['A_0101', 'A_3001', 'B_1302', 'B_4002', 'C_0602', 'C_1402', 'DPB1_1101', 'DQA1_0201', 'DQB1_0202', 'DQB1_0602', 'DRB1_0407', 'DRB1_0701', 'DRB1_1201']",0 -Cancer of mouth,2,11,"[0.01819, 0.03367, 0.007699, 0.01037, 0.04736, 0.01477, 0.03919, 0.03963, 0.03575, 0.03271, 0.0419, 0.01102, 0.04996, 0.02097, 0.04318]","[1.506, 0.645, 0.495, 0.693, 1.222, 1.277, 1.436, 0.831, 0.736, 1.221, 1.21, 1.296, 0.82, 1.672, 1.209]","['A_2501', 'A_6801', 'B_1402', 'B_1501', 'B_4402', 'C_0501', 'DPB1_1101', 'DQA1_0102', 'DQA1_0103', 'DQA1_0201', 'DQB1_0201', 'DQB1_0202', 'DQB1_0602', 'DRB1_0407', 'DRB1_0701']",0 -Cancer of nasopharynx,5,12,"[0.004077, 9.26e-05, 0.002444, 0.0458, 0.005285, 0.01783, 0.03036]","[3.863, 4.163, 2.348, 0.483, 3.096, 0.384, 0.325]","['A_3001', 'B_1302', 'C_0602', 'C_0702', 'DPB1_0601', 'DQA1_0101', 'DRB1_0101']",0 -Cancer of oropharynx,2,11,"[0.02203, 0.03261, 0.003943, 0.04626, 0.01208, 0.04825, 0.003893, 0.03253, 0.005605, 0.0014, 0.001278, 0.01223, 0.001739, 0.002331, 0.005656]","[1.325, 0.668, 0.519, 1.741, 1.534, 0.568, 1.891, 0.76, 0.516, 1.496, 1.553, 0.558, 2.333, 1.47, 0.489]","['A_0101', 'A_2402', 'B_1501', 'B_3701', 'B_4403', 'C_1203', 'DPB1_1101', 'DQA1_0102', 'DQA1_0103', 'DQA1_0201', 'DQB1_0202', 'DQB1_0603', 'DRB1_0407', 'DRB1_0701', 'DRB1_1301']",0 -Cancer of stomach,1,10,"[0.01778, 0.0163, 0.04034, 0.03518, 0.01982, 0.02477, 0.03684, 0.04848]","[1.747, 1.579, 0.632, 1.682, 0.644, 1.542, 1.545, 1.388]","['A_2501', 'A_2902', 'B_4001', 'B_5501', 'C_0304', 'C_1601', 'DPA1_0202', 'DQA1_0103']",0 -Cancer of tongue,2,11,"[0.01584, 0.04367, 0.04957, 0.0339, 0.01705, 0.007036, 0.004365, 0.02917, 0.02499, 0.03997, 0.009974, 0.004204, 0.02609, 0.03989]","[1.741, 0.521, 0.47, 1.312, 1.382, 1.834, 0.686, 0.615, 1.339, 1.342, 0.677, 2.221, 1.336, 0.742]","['A_2501', 'A_6801', 'B_1402', 'DPA1_0201', 'DPB1_0301', 'DPB1_1101', 'DQA1_0102', 'DQA1_0103', 'DQA1_0201', 'DQB1_0202', 'DQB1_0602', 'DRB1_0407', 'DRB1_0701', 'DRB1_1501']",0 -Candidiasis of skin and nails,2,9,[0.005696],[2.985],['DRB1_0901'],0 -Carcinoma in situ of skin,1,8,"[0.01325, 0.0201, 0.008795, 0.03105, 0.03384, 0.02886]","[1.719, 0.622, 2.052, 0.604, 1.388, 1.626]","['B_5101', 'DPB1_0201', 'DPB1_0601', 'DQB1_0202', 'DQB1_0301', 'DRB1_0404']",0 -Cardiac and circulatory congenital anomalies,2,6,"[0.00202, 0.01744, 0.04066, 0.03316, 0.02402, 0.04553]","[1.45, 1.183, 0.767, 1.16, 0.845, 1.229]","['A_3101', 'B_0702', 'B_1801', 'C_0702', 'DPA1_0201', 'DQB1_0303']",0 -Cardiac congenital anomalies,2,6,"[0.002665, 0.02055, 0.04299, 0.03684, 0.03762]","[1.455, 1.185, 0.849, 1.163, 0.852]","['A_3101', 'B_0702', 'B_0801', 'C_0702', 'DPA1_0201']",0 -Cardiac dysrhythmias,1,11,"[0.03055, 0.00418, 0.04128, 0.04335, 0.001613, 0.006324, 0.04741]","[0.889, 1.176, 1.089, 0.826, 0.857, 0.86, 0.82]","['A_2902', 'A_3201', 'B_1501', 'B_3801', 'B_4403', 'C_1601', 'DQB1_0502']",0 -Cardiac shunt/ heart septal defect,2,6,"[0.02152, 0.01448, 0.0427, 0.04808, 0.02292, 0.0433]","[0.812, 1.446, 0.834, 0.841, 0.806, 0.755]","['A_0101', 'A_3101', 'C_0701', 'DPA1_0103', 'DPA1_0201', 'DPB1_0101']",0 -Cardiomegaly,0,11,"[0.01379, 0.003785, 0.003561, 0.04899, 0.02816, 0.04905, 0.03015, 0.004106, 0.04266]","[0.883, 1.308, 1.285, 0.837, 1.23, 0.816, 0.753, 1.272, 0.717]","['A_0201', 'A_3201', 'B_2705', 'B_4403', 'C_0102', 'C_1601', 'DQB1_0503', 'DRB1_1302', 'DRB1_1401']",0 -Carditis,0,10,"[0.01139, 0.0413, 0.01519, 0.004083, 0.04194, 0.03379, 0.04954, 5.82e-05]","[1.314, 1.458, 0.627, 1.518, 1.584, 1.223, 0.73, 1.664]","['A_2402', 'B_5501', 'C_0202', 'DQB1_0604', 'DRB1_0103', 'DRB1_0301', 'DRB1_1101', 'DRB1_1302']",0 -"Cellulitis and abscess of leg, except foot",4,8,"[0.02069, 0.03281, 0.02816, 0.01019, 0.007236, 0.008071, 0.04071]","[1.673, 1.514, 1.343, 0.751, 1.291, 1.369, 0.609]","['B_1401', 'B_4901', 'B_5701', 'C_0401', 'C_0602', 'DQB1_0303', 'DRB1_1104']",0 -Cerebral atherosclerosis,2,11,"[0.0469, 0.004934, 0.01518, 0.02711, 0.001788, 0.03279, 0.03328, 0.03453]","[2.005, 2.08, 0.414, 0.539, 1.661, 1.384, 1.425, 1.38]","['A_3001', 'B_1302', 'B_5101', 'C_0303', 'C_0602', 'DQA1_0201', 'DQB1_0202', 'DRB1_0701']",0 -"Cerebral degeneration, unspecified",4,8,"[0.004512, 0.04642, 0.009842, 0.00916, 0.03191, 0.02993]","[1.999, 1.66, 1.635, 1.612, 0.285, 0.371]","['B_5701', 'C_0202', 'C_0602', 'DQB1_0302', 'DQB1_0604', 'DRB1_1302']",0 -Cervical cancer,1,6,"[0.01917, 0.01274, 0.01573, 0.03014, 0.02114, 0.04675, 0.008111, 0.03356, 0.009048, 0.01855, 0.0111, 0.04038, 0.03164, 0.02121, 0.03901, 0.04371]","[1.501, 0.082, 1.706, 1.592, 0.31, 1.472, 1.643, 0.657, 1.559, 0.639, 0.582, 0.493, 1.477, 0.667, 0.639, 0.646]","['B_0702', 'B_1801', 'B_3501', 'B_4001', 'C_0202', 'C_0304', 'C_0401', 'C_0701', 'C_0702', 'DPA1_0103', 'DPA1_0201', 'DPB1_0101', 'DPB1_0301', 'DQA1_0501', 'DQB1_0201', 'DRB1_0301']",0 -Cholelithiasis with other cholecystitis,2,8,"[0.03747, 0.002656, 0.03986, 0.01257, 0.01389]","[2.263, 2.611, 2.135, 2.047, 2.27]","['B_3701', 'C_1502', 'DPB1_1001', 'DQB1_0604', 'DRB1_0801']",0 -Chromosomal anomalies,3,8,[0.0005303],[3.147],['DRB1_1201'],0 -Chromosomal anomalies and genetic disorders,3,8,"[0.0435, 0.004317]","[0.236, 2.53]","['DPB1_1101', 'DRB1_1201']",0 -Chronic cystitis,4,9,"[0.028, 0.0214, 0.0001595]","[2.49, 2.301, 6.18]","['B_5701', 'C_0303', 'DQB1_0502']",0 -Chronic interstitial cystitis,5,10,"[0.02851, 0.04613, 0.01253, 0.005786]","[0.434, 2.145, 2.755, 3.328]","['B_0702', 'DPA1_0202', 'DPB1_0501', 'DPB1_1301']",0 -Chronic liver disease and cirrhosis,2,12,"[0.0341, 0.02101, 0.0336, 0.001084, 0.01071, 0.006722, 0.03195, 0.04638, 0.004774, 0.02424, 0.01294, 0.01277, 0.002929, 0.03424, 0.001313, 0.0005515, 0.0001018, 0.005914, 0.001518, 0.03016, 0.002248, 0.001043, 0.00594]","[1.145, 0.849, 1.199, 1.248, 1.558, 1.273, 0.778, 0.774, 1.197, 1.16, 1.247, 1.192, 0.826, 1.154, 1.239, 1.285, 0.772, 0.819, 1.236, 1.157, 0.704, 0.503, 0.821]","['A_0101', 'A_0301', 'A_1101', 'B_0801', 'B_1401', 'B_3501', 'B_5101', 'B_5701', 'C_0701', 'DPA1_0201', 'DPB1_0101', 'DPB1_0301', 'DQA1_0102', 'DQA1_0201', 'DQB1_0201', 'DQB1_0202', 'DQB1_0301', 'DQB1_0602', 'DRB1_0301', 'DRB1_0701', 'DRB1_1101', 'DRB1_1104', 'DRB1_1501']",0 -Chronic pericarditis,0,10,"[0.03102, 0.003726, 0.01343, 0.04129, 0.007441]","[0.549, 2.039, 3.149, 2.06, 2.195]","['A_0101', 'A_2402', 'B_1401', 'DQA1_0401', 'DRB1_1302']",0 -Chronic tonsillitis and adenoiditis,0,8,"[0.03028, 0.04868]","[1.824, 1.786]","['C_1402', 'DRB1_0407']",0 -Circumscribed scleroderma,1,8,"[0.04344, 0.007404]","[2.887, 3.239]","['B_4901', 'DPB1_0601']",0 -Cirrhosis of liver without mention of alcohol,2,12,"[0.01488, 0.02092, 0.004741, 0.03552, 0.04034, 0.03166, 0.008261, 0.02067, 0.01029, 0.02169, 0.003909, 0.008681, 5.019e-05, 0.000297, 0.03507, 0.02497, 0.01007, 0.004062, 0.003377, 0.04204]","[1.215, 0.811, 1.274, 1.58, 0.731, 0.693, 1.236, 1.228, 1.493, 0.829, 1.273, 1.248, 1.436, 0.733, 0.637, 0.814, 1.243, 1.272, 0.639, 0.832]","['A_0101', 'A_0301', 'B_0801', 'B_1401', 'B_5101', 'B_5701', 'C_0701', 'DPB1_0301', 'DPB1_1101', 'DQA1_0102', 'DQA1_0201', 'DQB1_0201', 'DQB1_0202', 'DQB1_0301', 'DQB1_0503', 'DQB1_0602', 'DRB1_0301', 'DRB1_0701', 'DRB1_1101', 'DRB1_1501']",0 -Coagulation defects,0,12,"[0.03517, 0.0467, 0.0139, 0.04489, 0.04495, 0.04445, 0.04948, 0.03255]","[0.848, 1.205, 1.254, 1.185, 1.206, 1.209, 1.115, 0.721]","['A_2402', 'A_2902', 'B_2705', 'B_4403', 'C_0202', 'C_1601', 'DQA1_0102', 'DRB1_1104']",0 -Complex regional/central pain syndrome,1,12,"[0.02381, 0.00541, 0.04614, 0.009797, 0.009704, 0.003799, 0.005129]","[0.355, 1.994, 2.189, 2.016, 1.675, 1.838, 1.742]","['B_4001', 'B_4403', 'B_4901', 'C_1601', 'DQA1_0201', 'DQB1_0202', 'DRB1_0701']",0 -Congenital anomalies of intestine,1,8,"[0.006128, 0.03133]","[2.213, 2.768]","['DRB1_0404', 'DRB1_0407']",0 -Congenital anomalies of urinary system,2,7,"[0.01191, 0.00553, 0.004638, 0.0181, 0.02382, 0.004137, 0.01817, 0.02855, 0.01289, 0.0372]","[0.406, 1.444, 1.399, 0.713, 1.652, 1.369, 0.75, 0.737, 0.737, 1.527]","['B_1302', 'B_4001', 'C_0304', 'C_0602', 'C_0704', 'DPB1_0402', 'DQA1_0201', 'DQB1_0202', 'DRB1_0701', 'DRB1_1104']",0 -Congestive heart failure (CHF) NOS,1,11,"[0.01483, 0.02512, 0.001613, 0.002776, 0.03065, 0.00163]","[0.773, 0.834, 1.251, 0.629, 0.855, 0.768]","['A_2601', 'A_2902', 'B_2705', 'B_3801', 'B_4403', 'C_1601']",0 -Congestive heart failure; nonhypertensive,1,11,"[0.004089, 0.009216, 0.006054, 0.004888, 0.01937, 0.0491, 0.001142]","[0.75, 0.819, 1.204, 0.672, 0.854, 1.102, 0.775]","['A_2601', 'A_2902', 'B_2705', 'B_3801', 'B_4403', 'C_0602', 'C_1601']",0 -Contracture of joint,0,8,"[0.02963, 0.02815]","[1.773, 2.13]","['DQB1_0503', 'DRB1_0407']",0 -Contracture of palmar fascia [Dupuytren's disease],3,7,"[0.04526, 0.02421]","[1.681, 1.784]","['A_0301', 'C_0702']",0 -Corneal opacity and other disorders of cornea,3,12,"[0.003299, 0.01582, 0.04637, 0.0004575, 0.01584]","[0.648, 1.459, 0.735, 1.771, 1.459]","['DPB1_0401', 'DQA1_0201', 'DQA1_0501', 'DQB1_0202', 'DRB1_0701']",0 -Cystic kidney disease,2,7,"[0.04365, 0.0159, 0.002479, 0.02605, 0.01091, 0.004784, 0.01621, 0.04648, 0.04465]","[1.543, 1.474, 1.534, 0.671, 1.903, 1.452, 0.337, 1.81, 0.311]","['A_3101', 'B_4001', 'C_0304', 'C_0602', 'C_0704', 'DPB1_0402', 'DQB1_0503', 'DRB1_0103', 'DRB1_1401']",0 -Deficiency of humoral immunity,0,8,"[0.02577, 0.04714]","[0.204, 2.31]","['B_2705', 'DRB1_0407']",0 -Delay in sexual development and puberty NEC,4,10,"[0.04442, 0.04038, 0.02434]","[2.454, 0.472, 2.076]","['B_5701', 'DQA1_0501', 'DRB1_0701']",0 -Diabetes or abnormal glucose tolerance complicating pregnancy,3,8,"[0.001698, 0.02592, 0.0008613]","[1.919, 0.32, 3.493]","['DRB1_0401', 'DRB1_1101', 'DRB1_1201']",0 -Diaper or napkin rash,2,9,"[0.007823, 0.02958, 0.006067]","[3.666, 1.908, 3.822]","['B_3901', 'DRB1_0101', 'DRB1_0901']",0 -Diseases of the salivary glands,3,10,"[0.01306, 0.01474, 0.04594, 0.01046, 0.006167, 0.047, 0.01079]","[0.695, 2.315, 0.672, 1.483, 1.729, 0.694, 1.48]","['A_0201', 'B_4002', 'DPB1_0402', 'DQA1_0201', 'DQB1_0303', 'DQB1_0602', 'DRB1_0701']",0 -Disorders of calcium/phosphorus metabolism,1,7,"[0.02143, 0.02326, 0.01776, 0.002543, 0.02845, 0.01977, 0.001076, 0.01961, 0.04454]","[1.328, 1.24, 1.26, 1.294, 0.844, 1.204, 1.774, 1.285, 1.353]","['A_3201', 'B_1501', 'B_4001', 'C_0304', 'C_0701', 'DQB1_0302', 'DRB1_0103', 'DRB1_0404', 'DRB1_0801']",0 -Disorders of iron metabolism,3,8,"[0.04461, 0.02065, 0.0001824]","[1.518, 0.404, 3.732]","['A_0301', 'A_2402', 'DRB1_1201']",0 -Disorders of mineral metabolism,3,7,"[0.04748, 0.006727, 0.009641, 0.007611, 0.01103, 0.003534]","[1.113, 1.185, 0.718, 1.44, 1.318, 0.609]","['A_0301', 'C_0304', 'DQB1_0503', 'DRB1_0103', 'DRB1_0801', 'DRB1_1401']",0 -Disorders of phosphorus metabolism,1,7,"[0.00635, 0.0485, 0.01152, 0.01599, 0.007908, 0.02193, 0.04562]","[0.709, 1.269, 0.754, 1.303, 1.887, 1.398, 0.405]","['B_0801', 'C_0304', 'C_0701', 'DQB1_0302', 'DRB1_0103', 'DRB1_0404', 'DRB1_0901']",0 -Disturbance of salivary secretion,3,10,"[0.004801, 0.006543, 0.04631, 0.004923]","[1.793, 2.035, 0.552, 1.79]","['DQA1_0201', 'DQB1_0303', 'DRB1_0401', 'DRB1_0701']",0 -Disturbances of amino-acid transport,1,7,"[0.01247, 0.02982, 0.01649, 0.0194]","[2.008, 2.041, 2.046, 1.888]","['B_0801', 'B_4001', 'C_0304', 'C_0701']",0 -Dyschromia and Vitiligo,2,8,"[0.01177, 0.03991, 0.025, 0.006972, 0.02977, 0.04897, 0.01948, 0.03459, 0.04124]","[2.068, 1.44, 1.908, 1.857, 0.374, 1.647, 0.547, 1.838, 1.762]","['B_3901', 'B_5101', 'C_1402', 'C_1502', 'DPB1_0601', 'DPB1_1301', 'DRB1_0404', 'DRB1_0407', 'DRB1_0901']",0 -Dysmenorrhea,0,8,"[0.0359, 0.03345, 0.04129, 0.006892]","[0.572, 1.522, 0.581, 2.928]","['DQB1_0201', 'DQB1_0301', 'DRB1_0301', 'DRB1_0407']",0 -Dysphagia,2,11,"[0.04777, 0.00994, 0.04061, 0.03964, 0.01616, 0.02538, 0.01198, 0.009964, 0.03308, 0.01216, 1.833e-05, 6.343e-05, 0.02081, 0.03543, 2.328e-05, 0.02102, 0.03482, 0.03726]","[1.137, 0.649, 1.119, 1.156, 1.213, 1.13, 1.152, 0.726, 0.905, 0.832, 1.237, 1.246, 0.887, 0.703, 1.234, 0.751, 1.306, 0.853]","['A_1101', 'B_3801', 'B_4402', 'B_4403', 'B_5701', 'C_0501', 'C_0602', 'DPB1_0501', 'DQA1_0102', 'DQA1_0103', 'DQA1_0201', 'DQB1_0202', 'DQB1_0602', 'DRB1_0103', 'DRB1_0701', 'DRB1_1104', 'DRB1_1201', 'DRB1_1301']",0 -Dysuria,0,12,"[0.009273, 0.04217, 0.0217, 0.01731, 0.0378, 0.003328, 0.007676, 0.02725, 0.03719]","[1.56, 0.852, 1.251, 1.292, 1.144, 0.795, 0.812, 1.239, 1.244]","['A_3001', 'B_0801', 'B_4403', 'C_1601', 'DQA1_0102', 'DQB1_0201', 'DRB1_0301', 'DRB1_1101', 'DRB1_1302']",0 -Ectropion or entropion,2,9,"[0.01403, 0.04545, 0.01654, 0.01265]","[1.966, 2.109, 2.106, 2.695]","['B_5101', 'C_1502', 'DPA1_0202', 'DRB1_0901']",0 -Endocrine and metabolic disturbances of fetus and newborn,0,7,[0.0267],[1.802],['B_1501'],0 -Eosinophilic esophagitis,2,7,"[0.01196, 0.0123, 0.01854]","[2.435, 2.28, 3.542]","['B_4001', 'C_0304', 'C_0704']",0 -Exophthalmos,0,9,"[0.004462, 0.02516, 0.02848, 0.02276, 0.03678]","[3.903, 0.104, 3.171, 0.39, 1.953]","['B_4901', 'C_0401', 'C_0704', 'DQB1_0301', 'DQB1_0302']",0 -Fracture of tibia and fibula,5,11,"[0.04129, 0.01969, 0.04626, 0.04893, 0.02326, 0.02506, 0.0189, 0.03948, 0.04928, 0.04299, 0.006408]","[0.754, 1.45, 1.367, 0.37, 1.301, 1.543, 0.708, 1.6, 1.277, 1.295, 1.431]","['B_0702', 'B_3501', 'B_4001', 'C_0704', 'DPA1_0103', 'DPA1_0202', 'DPB1_0201', 'DPB1_0501', 'DQB1_0201', 'DQB1_0501', 'DRB1_0101']",0 -Fuchs' dystrophy,3,7,"[0.0331, 0.04246, 0.04511, 0.03603, 0.03286]","[1.791, 0.581, 0.53, 0.531, 1.862]","['A_0301', 'DPB1_0401', 'DQA1_0301', 'DQA1_0501', 'DRB1_0101']",0 -GERD,0,12,"[0.01438, 0.04716, 0.03917, 0.01531, 0.04664, 0.03281]","[1.173, 0.892, 0.873, 1.203, 0.924, 1.231]","['A_6801', 'B_4403', 'C_1601', 'DPB1_0601', 'DQB1_0201', 'DRB1_0901']",0 -Genitourinary congenital anomalies,2,7,"[0.04363, 0.009926, 0.006027, 0.01406, 0.04912, 0.01164, 0.008475, 0.0189, 0.03369, 0.008485]","[0.628, 1.333, 1.313, 1.593, 1.414, 0.78, 0.742, 1.214, 0.62, 0.771]","['A_2601', 'B_4001', 'C_0304', 'C_0704', 'C_1502', 'DQA1_0201', 'DQB1_0202', 'DQB1_0301', 'DQB1_0503', 'DRB1_0701']",0 -Graft-versus-host disease,3,7,[0.01445],[1.947],['A_0301'],0 -Heart failure with reduced EF [Systolic or combined heart failure],0,11,"[0.03741, 0.001325, 0.01861, 0.04986, 0.03586, 0.008388, 0.01886, 0.04228]","[0.696, 1.402, 0.535, 1.262, 0.755, 0.816, 1.28, 0.858]","['A_2601', 'B_2705', 'B_3801', 'C_0102', 'C_1601', 'DQB1_0602', 'DRB1_1302', 'DRB1_1501']",0 -Heart valve disorders,0,11,"[0.008132, 0.04118, 0.01826, 0.01049]","[0.793, 0.856, 1.212, 1.206]","['A_2902', 'B_4403', 'DQB1_0604', 'DRB1_1302']",0 -Hemorrhage during pregnancy; childbirth and postpartum,0,7,"[0.02495, 0.02315, 0.003734, 0.03728, 0.04782, 0.009371]","[0.556, 2.081, 3.523, 2.129, 0.241, 3.405]","['A_0201', 'B_3501', 'B_3503', 'C_0102', 'C_0303', 'DRB1_0407']",0 -Hemorrhage in early pregnancy,0,7,[0.02083],[2.69],['DRB1_0407'],0 -Herpes zoster with nervous system complications,3,12,"[0.02882, 0.0255, 0.04053, 0.01113, 0.03821, 0.009866, 0.01143, 0.009729, 0.04139, 0.01188]","[1.645, 1.879, 1.632, 0.497, 0.592, 1.905, 0.482, 2.334, 1.629, 2.16]","['DQA1_0102', 'DQA1_0103', 'DQA1_0201', 'DQA1_0301', 'DQA1_0501', 'DQB1_0202', 'DQB1_0301', 'DQB1_0604', 'DRB1_0701', 'DRB1_1302']",0 -Hirsutism,4,8,"[0.0006432, 0.01192, 0.0288]","[3.604, 2.263, 0.317]","['B_5701', 'C_0602', 'DPB1_0201']",0 -Histoplasmosis,0,9,"[0.03435, 0.0339, 0.001705, 0.00943, 0.04744, 0.04801, 0.02542, 0.03208, 0.0252]","[1.694, 0.403, 3.519, 0.262, 1.628, 2.334, 0.354, 1.716, 1.749]","['A_0301', 'B_4402', 'B_4901', 'C_0501', 'C_0701', 'C_1502', 'DQB1_0202', 'DQB1_0602', 'DRB1_1501']",0 -Hx of malignant neoplasm of oral cavity and pharynx,2,11,"[0.005512, 0.04016, 0.02934, 0.006541, 0.001944, 0.01388, 0.006208, 0.007872, 0.02127, 0.000228, 0.01133, 0.0001489, 0.03307, 0.0007357, 0.005281, 0.04901, 0.01621, 0.0002519, 0.0376]","[1.347, 1.27, 1.58, 0.353, 0.547, 1.511, 1.4, 0.471, 1.293, 2.001, 0.752, 1.52, 1.275, 1.503, 0.696, 1.253, 1.869, 1.499, 0.771]","['A_0101', 'B_0801', 'B_1302', 'B_1402', 'B_1501', 'B_5701', 'C_0602', 'C_0802', 'DPA1_0201', 'DPB1_1101', 'DQA1_0102', 'DQA1_0201', 'DQB1_0201', 'DQB1_0202', 'DQB1_0602', 'DRB1_0301', 'DRB1_0407', 'DRB1_0701', 'DRB1_1501']",0 -"Hypertension complicating pregnancy, childbirth, and the puerperium",3,8,[0.01352],[2.38],['DRB1_1201'],0 -Hypertensive heart disease,0,10,"[0.02486, 0.04981, 0.03101, 0.00293, 0.01912]","[1.709, 1.299, 0.845, 1.508, 1.348]","['B_4002', 'C_0202', 'DQA1_0301', 'DQB1_0604', 'DRB1_1302']",0 -Hyperventilation,1,9,"[0.02771, 0.01779, 0.04262, 0.01436, 0.0387, 0.0242, 0.01812, 0.01364, 0.004171, 0.02714, 0.001804]","[1.408, 1.718, 0.766, 0.721, 1.273, 1.281, 1.566, 1.324, 0.689, 0.758, 2.082]","['A_2902', 'B_3701', 'B_4402', 'C_0501', 'C_0602', 'DPB1_0301', 'DPB1_1101', 'DQB1_0202', 'DQB1_0302', 'DRB1_0401', 'DRB1_0407']",0 -Idiopathic fibrosing alveolitis,3,11,"[0.03889, 0.02545, 0.03974, 0.02206]","[1.489, 0.549, 1.487, 2.461]","['DQA1_0201', 'DQB1_0302', 'DRB1_0701', 'DRB1_1201']",0 -Impaction of intestine,2,9,[0.01002],[3.346],['DRB1_0901'],0 -Infections specific to the perinatal period,1,7,"[0.0006811, 0.003346, 0.03558]","[2.676, 2.241, 2.041]","['B_4001', 'C_0304', 'DQB1_0303']",0 -Inflammation of eyelids,1,8,"[0.02058, 0.04546, 0.03358]","[0.474, 1.48, 1.361]","['A_2501', 'DPB1_0601', 'DRB1_0404']",0 -Inflammatory disease of breast,2,9,"[0.0267, 0.04173, 0.004377, 0.01981]","[1.676, 2.242, 3.101, 0.189]","['C_0501', 'DPB1_1301', 'DRB1_0901', 'DRB1_1101']",0 -"Inflammatory disease of cervix, vagina, and vulva",3,11,"[0.03919, 0.01721, 0.0171]","[0.476, 1.305, 1.305]","['C_1502', 'DQA1_0201', 'DRB1_0701']",0 -Inflammatory diseases of female pelvic organs,3,11,"[0.03371, 0.0142, 0.03875, 0.01411]","[0.534, 1.271, 0.819, 1.271]","['C_1502', 'DQA1_0201', 'DQB1_0301', 'DRB1_0701']",0 -Influenza,0,8,"[0.04579, 0.01513, 0.0122]","[0.764, 0.471, 2.19]","['DPB1_0401', 'DQB1_0303', 'DRB1_0407']",0 -Ischemic Heart Disease,1,11,"[0.02034, 0.04693, 0.01286, 0.00821, 0.01276, 0.03486, 0.04988, 0.03431, 0.04366, 0.01314]","[1.094, 0.847, 0.816, 0.736, 1.329, 0.883, 0.827, 0.921, 1.073, 0.902]","['A_0301', 'A_2601', 'B_1402', 'B_3801', 'B_3901', 'B_4403', 'DPB1_1001', 'DQA1_0101', 'DQA1_0501', 'DQB1_0501']",0 -Kyphoscoliosis and scoliosis,1,9,"[0.006673, 0.004256, 0.03329, 0.03096, 0.02483, 0.0006039, 0.01328]","[1.539, 0.48, 0.666, 0.575, 0.596, 1.501, 0.698]","['A_2902', 'B_2705', 'B_3501', 'C_0102', 'C_0202', 'C_0602', 'DRB1_0101']",0 -Localized adiposity,0,9,"[0.0005862, 0.002252]","[4.038, 4.237]","['B_4901', 'DQB1_0502']",0 -Loss of teeth or edentulism,5,12,"[0.0117, 9.207e-07, 0.01025]","[3.25, 4.819, 1.988]","['A_3001', 'B_1302', 'C_0602']",0 -Macular degeneration (senile) of retina NOS,4,8,"[0.03635, 0.01877, 0.02627, 0.009231, 0.0008078, 0.01164, 0.03755, 0.01388, 0.02848]","[1.8, 2.078, 0.497, 0.482, 1.935, 1.475, 0.542, 0.445, 0.367]","['A_2301', 'A_3001', 'B_1801', 'B_4403', 'B_5701', 'C_0602', 'C_1203', 'C_1601', 'DPB1_1101']",0 -Malignant neoplasm of bladder,1,10,"[0.02983, 0.0421, 0.03275, 0.04771, 0.04309]","[1.526, 1.375, 1.465, 1.453, 1.233]","['A_2501', 'C_1601', 'DQA1_0401', 'DQB1_0402', 'DQB1_0602']",0 -Meniere's disease,1,8,"[0.04354, 0.01792, 0.0172]","[2.032, 0.576, 2.15]","['DPB1_0601', 'DQB1_0301', 'DQB1_0402']",0 -Miscarriage; stillbirth,3,7,[0.008887],[1.676],['A_0301'],0 -Morbid obesity,4,9,"[0.004289, 0.002452, 0.02473, 0.0336, 0.001871]","[0.671, 1.412, 0.486, 1.523, 1.704]","['B_5101', 'B_5701', 'C_1402', 'DQB1_0502', 'DRB1_0103']",0 -Muscle weakness,3,9,"[0.00951, 0.01613, 0.0386, 0.004165]","[1.541, 1.287, 1.485, 1.62]","['B_3503', 'DQB1_0303', 'DQB1_0502', 'DRB1_0901']",0 -Musculoskeletal symptoms referable to limbs,0,12,"[0.01506, 0.02756, 0.01329, 0.01334, 0.006935, 0.00387]","[1.546, 1.809, 1.625, 1.727, 1.837, 1.974]","['B_4403', 'C_0704', 'C_1601', 'DQA1_0401', 'DQB1_0402', 'DRB1_0801']",0 -Myeloproliferative disease,0,12,"[0.01862, 0.01889, 0.01083, 0.0308, 0.004412, 0.01676, 0.02443, 0.01381]","[1.339, 0.61, 0.277, 1.349, 0.512, 0.727, 1.41, 0.635]","['B_1501', 'B_1801', 'B_3701', 'B_4403', 'B_5701', 'C_0602', 'C_1601', 'DRB1_1101']",0 -Myocardial infarction,1,11,"[0.0006526, 0.04947, 0.03275, 0.01541, 0.03656, 0.02273, 0.006992, 0.002638]","[1.231, 1.232, 0.81, 0.57, 0.791, 0.875, 0.837, 0.822]","['A_0301', 'A_3201', 'B_4403', 'C_1402', 'C_1601', 'DQA1_0102', 'DQB1_0602', 'DRB1_1501']",0 -Neoplasm of uncertain behavior of breast,3,11,"[0.04436, 0.03045, 0.04373, 0.02862]","[1.599, 2.162, 1.601, 2.274]","['DQA1_0201', 'DQB1_0402', 'DRB1_0701', 'DRB1_0801']",0 -Neoplasm of uncertain behavior of skin,1,10,"[0.0403, 0.04309, 0.001954, 0.01209, 0.001224, 0.01932]","[0.816, 0.754, 1.414, 0.774, 1.551, 1.396]","['A_2902', 'B_5501', 'C_1502', 'C_1601', 'DRB1_0103', 'DRB1_0407']",0 -Nephrotic syndrome without mention of glomerulonephritis,3,12,"[0.004615, 0.03953, 0.01635, 0.01157, 0.005061, 0.03802, 0.04043, 0.009814]","[0.275, 1.453, 1.501, 1.625, 0.279, 1.458, 1.45, 0.308]","['DQA1_0103', 'DQA1_0201', 'DQA1_0501', 'DQB1_0202', 'DQB1_0603', 'DRB1_0301', 'DRB1_0701', 'DRB1_1301']",0 -Neuroendocrine tumors,1,10,"[0.01032, 0.0422, 0.03868, 0.04929, 0.0348]","[3.865, 2.911, 2.351, 1.917, 2.211]","['A_3001', 'C_0704', 'C_1601', 'DQB1_0202', 'DRB1_1101']",0 -Noninflammatory disorders of vagina,0,9,"[0.04739, 0.0209, 0.00572, 0.02361, 0.03337, 0.02364, 0.03411, 0.01194, 0.006794]","[1.569, 2.24, 0.283, 1.488, 0.607, 1.573, 1.456, 0.349, 0.253]","['A_1101', 'B_4901', 'DQA1_0103', 'DQA1_0301', 'DQB1_0201', 'DQB1_0202', 'DQB1_0301', 'DQB1_0603', 'DRB1_1301']",0 -Noninflammatory female genital disorders,0,9,"[0.02035, 0.02227, 0.01273, 0.03463, 0.03183, 0.02174]","[1.617, 1.591, 0.663, 0.792, 1.219, 1.374]","['B_4901', 'C_0704', 'DPB1_0101', 'DQB1_0201', 'DQB1_0301', 'DRB1_0404']",0 -Nonrheumatic mitral valve disorders,0,11,"[0.009863, 0.04563, 0.01631, 0.00303]","[0.732, 0.789, 1.287, 1.32]","['A_2902', 'C_1601', 'DQB1_0604', 'DRB1_1302']",0 -Nontoxic multinodular goiter,2,6,"[0.001748, 0.001827, 0.03485, 0.02181, 0.006041]","[1.355, 1.348, 1.548, 0.797, 0.413]","['B_0702', 'C_0702', 'C_0704', 'DPA1_0103', 'DPB1_1101']",0 -Nontoxic nodular goiter,2,6,"[0.02972, 0.003971, 0.005169, 0.0317, 0.03498, 0.02397, 0.002689, 0.01787, 0.0372, 0.007875]","[0.835, 1.258, 1.251, 0.78, 0.723, 1.265, 1.267, 0.827, 0.836, 0.543]","['A_0101', 'A_0301', 'B_0702', 'B_1501', 'B_2705', 'B_4001', 'C_0702', 'DPA1_0103', 'DPA1_0201', 'DPB1_1101']",0 -Nontoxic uninodular goiter,3,7,"[0.03884, 0.02792, 0.01955, 0.04179, 0.02578, 0.04503, 0.0495]","[1.274, 1.887, 1.466, 0.582, 0.561, 0.486, 1.434]","['A_0301', 'B_1401', 'B_5101', 'B_5701', 'C_1203', 'DPB1_1101', 'DQB1_0604']",0 -Oliguria and anuria,0,9,"[0.01084, 0.03706, 0.04605, 0.009849, 0.0006103, 0.04092, 0.005086, 0.003975]","[2.963, 1.918, 0.36, 2.784, 2.731, 0.446, 0.483, 1.956]","['A_3001', 'B_2705', 'B_4001', 'B_4901', 'C_0102', 'C_0304', 'DQA1_0301', 'DRB1_0101']",0 -Open wounds of head; neck; and trunk,1,8,"[0.006956, 0.03614, 0.01977, 0.00464, 0.0001286, 0.02716, 0.02369]","[1.704, 1.394, 1.268, 1.253, 1.701, 0.569, 1.288]","['B_4002', 'B_5501', 'C_0303', 'DPB1_0201', 'DPB1_0601', 'DPB1_1301', 'DRB1_0404']",0 -Osteoarthrosis,3,12,"[0.03323, 0.03634, 0.01802, 0.0238, 0.02186]","[1.13, 0.825, 0.903, 0.896, 0.906]","['DPB1_0101', 'DPB1_1101', 'DQA1_0201', 'DQB1_0202', 'DRB1_0701']",0 -Other alveolar and parietoalveolar pneumonopathy,0,8,"[0.0178, 0.03396, 0.0285]","[0.599, 2.085, 2.135]","['DQB1_0302', 'DRB1_0407', 'DRB1_1201']",0 -Other arthropathies,0,12,"[0.0002446, 0.02097, 0.03062, 0.04177, 0.001756, 0.003534, 0.03044, 0.02547, 0.03863]","[0.61, 1.307, 1.303, 1.445, 0.704, 0.689, 0.84, 0.788, 0.703]","['A_2902', 'A_3101', 'B_1402', 'B_4002', 'B_4403', 'C_1601', 'DQB1_0202', 'DRB1_1101', 'DRB1_1104']",0 -"Other chronic ischemic heart disease, unspecified",1,11,"[0.008104, 0.02136, 0.01234, 0.04908, 0.001283, 0.03495, 0.01566, 0.008515, 0.03005, 0.04765, 0.01541]","[1.256, 1.528, 0.755, 1.171, 0.651, 0.872, 1.162, 0.825, 1.215, 1.205, 0.84]","['B_1501', 'B_4002', 'B_4403', 'C_0304', 'C_1601', 'DQA1_0102', 'DQA1_0501', 'DQB1_0602', 'DQB1_0603', 'DRB1_1301', 'DRB1_1501']",0 -Other chronic nonalcoholic liver disease,2,12,"[0.02087, 0.03649, 0.007248, 0.00464, 0.007547, 0.02446, 0.02923, 0.03935, 0.006721, 0.03719, 0.04664, 0.009436, 0.01356, 0.00491, 0.0002266, 0.001171, 0.009887, 0.006281, 0.0115, 0.01239, 0.01521, 0.01391]","[1.175, 0.85, 1.28, 1.236, 1.644, 1.249, 0.752, 0.744, 1.208, 1.227, 1.168, 0.832, 1.199, 1.229, 1.338, 0.789, 0.814, 1.223, 1.204, 0.732, 0.594, 0.824]","['A_0101', 'A_0301', 'A_1101', 'B_0801', 'B_1401', 'B_3501', 'B_5101', 'B_5701', 'C_0701', 'DPB1_0101', 'DPB1_0301', 'DQA1_0102', 'DQA1_0201', 'DQB1_0201', 'DQB1_0202', 'DQB1_0301', 'DQB1_0602', 'DRB1_0301', 'DRB1_0701', 'DRB1_1101', 'DRB1_1104', 'DRB1_1501']",0 -Other congenital musculoskeletal anomalies,0,12,"[0.04954, 0.0191, 0.01895, 0.04993, 0.03886, 0.006273, 0.01191, 0.002009, 0.01656, 0.03665, 0.00775]","[0.67, 1.739, 0.613, 1.427, 0.616, 0.598, 0.555, 1.809, 0.295, 1.901, 0.529]","['A_0101', 'B_4403', 'C_0701', 'C_0702', 'DPB1_0201', 'DQA1_0501', 'DQB1_0201', 'DQB1_0202', 'DQB1_0303', 'DQB1_0503', 'DRB1_0301']",0 -Other diseases of lung,4,11,"[0.00987, 0.03936, 0.01484, 0.02384, 0.001771, 0.01626, 0.00638, 0.01697, 0.007813, 0.01153]","[0.693, 1.194, 1.398, 0.834, 0.824, 0.878, 0.845, 1.255, 1.42, 0.872]","['A_2301', 'A_6801', 'B_3901', 'B_4403', 'C_0401', 'DQA1_0201', 'DQB1_0202', 'DQB1_0503', 'DRB1_0407', 'DRB1_0701']",0 -Other diseases of the teeth and supporting structures,5,12,"[0.02202, 0.001208, 0.0309]","[2.452, 2.597, 1.567]","['A_3001', 'B_1302', 'C_0602']",0 -Other disorders of gallbladder,3,8,"[0.04718, 0.01817, 0.04328, 0.04305, 0.02148, 0.03845]","[0.429, 0.447, 0.502, 0.502, 2.916, 1.973]","['C_0602', 'DQA1_0101', 'DQA1_0201', 'DRB1_0701', 'DRB1_1201', 'DRB1_1302']",0 -Other dyschromia,2,8,"[0.03586, 0.006451, 0.04392, 0.02525, 0.04033, 0.04595, 0.02132]","[1.876, 1.898, 0.402, 1.765, 0.588, 1.817, 1.897]","['C_1402', 'C_1502', 'DPB1_0601', 'DPB1_1301', 'DRB1_0404', 'DRB1_0407', 'DRB1_0901']",0 -Other immunological findings,2,8,"[0.03797, 0.04814, 0.03289, 0.01051, 0.01828, 0.02743, 0.01159, 0.02124]","[0.526, 0.599, 0.484, 1.853, 0.253, 0.59, 0.529, 0.55]","['B_2705', 'B_4403', 'B_5701', 'C_1502', 'DPB1_1101', 'DQA1_0103', 'DQB1_0603', 'DRB1_1301']",0 -Other infectious and parasitic diseases,3,12,"[0.04125, 0.02094, 0.000854, 0.02136]","[1.615, 1.54, 1.907, 1.538]","['DPB1_0101', 'DQA1_0201', 'DQB1_0202', 'DRB1_0701']",0 -Other mental disorder,3,11,"[0.004671, 0.02047, 0.01919, 0.02075]","[2.871, 1.649, 0.56, 1.647]","['B_4901', 'DQA1_0201', 'DQB1_0301', 'DRB1_0701']",0 -Other non-epithelial cancer of skin,1,10,"[0.02385, 0.003938, 0.01649, 0.001406, 0.01642, 0.01723, 0.004366]","[0.811, 1.433, 0.82, 0.735, 1.286, 1.375, 1.459]","['A_2902', 'B_3701', 'B_4403', 'C_1601', 'DPB1_0601', 'DRB1_0103', 'DRB1_0407']",0 -Other perinatal conditions of fetus or newborn,0,7,"[0.04317, 0.04808, 0.03147, 0.01938, 0.004067, 0.03465]","[1.379, 0.761, 1.297, 0.734, 2.211, 1.666]","['B_3501', 'C_0501', 'DPB1_0301', 'DRB1_0401', 'DRB1_0407', 'DRB1_1104']",0 -Other retinal disorders,5,11,"[0.01825, 0.04792, 0.02223, 0.0308, 0.006879, 0.02138, 0.02255, 0.006842, 0.03753, 0.02583, 0.02796, 0.03833]","[1.149, 0.789, 0.783, 0.769, 1.179, 1.292, 0.849, 1.461, 1.15, 0.868, 1.159, 0.867]","['A_0201', 'A_2902', 'B_4403', 'C_1601', 'DPA1_0103', 'DPA1_0202', 'DPB1_0201', 'DPB1_1301', 'DQB1_0201', 'DQB1_0301', 'DRB1_0301', 'DRB1_1501']",0 -Other specified peripheral vascular diseases,0,10,"[0.04322, 0.00349, 0.04313]","[0.423, 2.843, 1.893]","['A_2402', 'B_1302', 'DRB1_1302']",0 -Other symptoms involving abdomen and pelvis,2,10,"[0.0432, 0.02731, 0.02324, 0.0367, 0.02104]","[1.258, 0.508, 0.665, 1.434, 0.582]","['A_2902', 'C_1402', 'DQB1_0503', 'DRB1_0901', 'DRB1_1401']",0 -Painful respiration,0,8,"[0.03744, 0.002488, 0.0411, 0.03008]","[1.591, 1.716, 0.129, 1.824]","['A_2501', 'A_6801', 'C_1402', 'DRB1_0407']",0 -Paralytic strabismus,0,8,[0.003298],[3.516],['DRB1_0407'],0 -"Peptic ulcer, site unspecified",2,10,"[0.04526, 0.03162, 0.01585, 0.01182, 0.01573]","[0.579, 1.525, 0.584, 0.503, 0.583]","['A_2402', 'C_0304', 'DQA1_0201', 'DQB1_0202', 'DRB1_0701']",0 -Pericarditis,0,10,"[0.002524, 0.03615, 0.01043, 0.0001939]","[1.487, 1.444, 1.585, 1.786]","['A_2402', 'C_1601', 'DQB1_0604', 'DRB1_1302']",0 -Perinatal disorders of digestive system,3,8,"[0.03584, 0.0002581]","[0.401, 5.42]","['DQB1_0302', 'DRB1_1201']",0 -Perinatal jaundice,0,7,"[0.04519, 0.02688, 0.04107, 0.04957, 0.03752, 0.02727]","[1.691, 0.553, 0.592, 0.312, 0.605, 2.565]","['B_3501', 'B_4402', 'C_0501', 'DQB1_0604', 'DRB1_0401', 'DRB1_0407']",0 -Periodontitis (acute or chronic),5,12,"[0.004855, 0.00222, 0.04209, 0.01314, 0.02664, 0.0003158]","[1.962, 3.364, 2.13, 1.796, 2.403, 3.838]","['A_2402', 'A_3001', 'B_1302', 'C_0602', 'DPB1_1001', 'DPB1_1701']",0 -"Peripheral vascular disease, unspecified",3,10,"[0.004854, 0.02178, 0.02417, 0.04166, 0.003562, 0.04276]","[1.436, 1.323, 1.217, 1.173, 1.36, 1.172]","['A_6801', 'B_5701', 'C_0602', 'DQA1_0201', 'DQB1_0303', 'DRB1_0701']",0 -Peritoneal adhesions (postoperative) (postinfection),3,8,"[0.01485, 0.03253, 0.04862, 0.00691]","[0.291, 0.513, 2.053, 2.429]","['C_1203', 'DQB1_0603', 'DRB1_0103', 'DRB1_1201']",0 -Peritonitis and retroperitoneal infections,3,8,[0.006725],[1.944],['DRB1_1201'],0 -Pituitary hyperfunction,3,7,"[0.04137, 0.0274, 0.03844]","[1.642, 1.87, 2.625]","['A_0301', 'B_1501', 'B_3503']",0 -Pleurisy; pleural effusion,0,8,"[0.00922, 0.03743, 0.003725, 0.03702, 0.04913, 0.04389, 0.03446, 0.01783]","[1.162, 0.812, 1.245, 0.758, 0.883, 0.879, 1.283, 1.176]","['A_1101', 'A_2601', 'A_6801', 'B_3503', 'DQA1_0103', 'DQB1_0603', 'DRB1_0407', 'DRB1_1302']",0 -Pneumonitis due to inhalation of food or vomitus,3,10,"[0.009288, 0.003871, 0.001441, 0.004856, 0.01043, 0.0002195, 0.0151, 0.01941]","[2.016, 1.627, 1.658, 1.42, 1.34, 1.712, 1.321, 1.78]","['B_4002', 'B_5701', 'C_0202', 'C_0602', 'DQA1_0201', 'DQB1_0303', 'DRB1_0701', 'DRB1_0901']",0 -"Poisoning by analgesics, antipyretics, and antirheumatics",2,7,"[0.007279, 0.04476, 0.02774, 0.0005378, 0.0002622, 0.01611, 0.03984, 0.03688]","[2.302, 3.328, 2.351, 3.003, 2.965, 2.032, 1.801, 2.35]","['A_0201', 'B_1401', 'B_2705', 'B_4001', 'C_0304', 'DPB1_0201', 'DQA1_0301', 'DQB1_0604']",0 -Polyp of female genital organs,1,11,"[0.02062, 0.01501, 0.02751, 0.01117, 0.02961]","[1.744, 2.339, 0.59, 1.768, 1.67]","['B_4403', 'B_4901', 'DQB1_0602', 'DQB1_0603', 'DRB1_1301']",0 -Postnasal drip,0,6,"[0.04037, 0.01385, 0.02793, 0.04068, 0.04994, 0.03099, 0.02422, 0.003238]","[2.395, 2.085, 1.973, 2.258, 2.476, 1.866, 0.5, 2.579]","['A_3001', 'A_3201', 'A_6801', 'B_3503', 'B_4002', 'C_0202', 'DPB1_0301', 'DPB1_1101']",0 -Posttraumatic stress disorder,1,8,"[0.02768, 0.01505, 0.0452, 0.04384, 0.009459, 0.02486, 0.01286]","[0.472, 1.978, 0.504, 0.52, 1.879, 1.632, 1.604]","['A_2902', 'B_4901', 'C_1203', 'C_1601', 'DPB1_0601', 'DQB1_0604', 'DRB1_0404']",0 -Precocious sexual development and puberty NEC,2,9,"[0.01232, 0.002333, 0.005636, 0.02713, 0.02008, 0.008581]","[2.832, 3.572, 3.104, 0.315, 3.455, 4.084]","['A_3101', 'C_1502', 'DPB1_0401', 'DPB1_0402', 'DRB1_0901', 'DRB1_1201']",0 -Preeclampsia and eclampsia,0,7,[0.02898],[2.393],['B_3701'],0 -Premature menopause and other ovarian failure,5,12,"[0.00695, 0.005303, 0.01765, 0.0003277, 0.04986]","[1.963, 3.718, 1.859, 3.68, 1.744]","['A_0101', 'A_3001', 'B_0801', 'B_1302', 'C_0602']",0 -Problems associated with amniotic cavity and membranes,0,7,"[0.0437, 0.04776]","[1.884, 0.362]","['C_1601', 'DQB1_0603']",0 -Protein-calorie malnutrition,1,9,"[0.007911, 0.03715, 0.00892, 0.03066]","[0.675, 1.185, 1.3, 1.331]","['A_2301', 'A_2902', 'DPB1_1101', 'DRB1_0103']",0 -Prurigo and Lichen,3,12,"[0.02544, 0.03858, 0.02803, 0.01276, 0.01004, 0.01516, 0.01831, 0.03548, 0.01278]","[1.713, 0.46, 2.407, 1.829, 0.483, 2.383, 1.841, 0.454, 1.828]","['A_0201', 'DPB1_0301', 'DPB1_0501', 'DQA1_0201', 'DQA1_0301', 'DQA1_0401', 'DQB1_0202', 'DRB1_0401', 'DRB1_0701']",0 -Psoriasis,4,12,"[0.00025, 0.02695, 0.02032, 3.089e-05, 0.04411, 1.092e-05, 0.03662, 0.001093, 0.02415, 0.03547, 3.713e-12, 0.02429, 0.03227, 0.0005974, 0.002454, 0.02429, 0.0009398]","[1.48, 0.534, 0.74, 2.169, 1.413, 2.537, 0.67, 1.704, 1.46, 0.714, 2.201, 0.752, 0.44, 1.472, 1.583, 0.601, 1.453]","['A_0201', 'A_6801', 'B_0702', 'B_1302', 'B_2705', 'B_3701', 'B_4001', 'B_5701', 'C_0202', 'C_0304', 'C_0602', 'C_0702', 'DPB1_0601', 'DQA1_0201', 'DQB1_0303', 'DRB1_0404', 'DRB1_0701']",0 -Psoriasis and related disorders,4,12,"[0.0005786, 0.02961, 0.02287, 8.179e-05, 0.03377, 2.68e-05, 0.01987, 0.0006992, 0.01849, 0.01624, 1.427e-11, 0.02528, 0.02431, 0.001013, 0.04631, 0.001223, 0.01437, 0.001556]","[1.433, 0.551, 0.749, 2.076, 1.427, 2.428, 0.64, 1.718, 1.472, 0.681, 2.131, 0.758, 0.422, 1.44, 0.801, 1.613, 0.575, 1.421]","['A_0201', 'A_6801', 'B_0702', 'B_1302', 'B_2705', 'B_3701', 'B_4001', 'B_5701', 'C_0202', 'C_0304', 'C_0602', 'C_0702', 'DPB1_0601', 'DQA1_0201', 'DQA1_0301', 'DQB1_0303', 'DRB1_0404', 'DRB1_0701']",0 -Psoriasis vulgaris,4,12,"[0.009633, 0.01389, 1.714e-06, 2.865e-06, 0.0144, 0.001404, 0.0289, 2.391e-13, 0.04442, 0.0009818, 0.005684, 0.008154, 0.001598]","[1.364, 1.983, 2.557, 2.882, 0.565, 1.78, 0.666, 2.503, 0.403, 1.517, 1.603, 0.471, 1.492]","['A_0201', 'A_3001', 'B_1302', 'B_3701', 'B_4001', 'B_5701', 'C_0304', 'C_0602', 'DPB1_0601', 'DQA1_0201', 'DQB1_0303', 'DRB1_0404', 'DRB1_0701']",0 -Psoriatic arthropathy,4,12,"[0.000588, 0.005605, 0.01544, 0.005121, 0.01631, 0.01577, 0.04345, 0.002543, 0.01413, 0.008056, 0.01279, 0.001497, 0.004066]","[1.88, 1.997, 2.58, 2.044, 1.845, 0.364, 0.554, 1.81, 1.678, 1.62, 1.815, 1.804, 1.751]","['A_0201', 'B_2705', 'B_3901', 'B_5701', 'C_0202', 'C_0303', 'C_0304', 'C_0602', 'DPB1_0401', 'DQA1_0101', 'DQB1_0303', 'DQB1_0501', 'DRB1_0101']",0 -Pulmonary heart disease,0,11,"[0.0319, 0.006327, 0.01579, 0.0247, 0.0292, 0.04807, 0.00463]","[0.737, 1.285, 0.595, 0.714, 1.245, 1.357, 1.287]","['B_1402', 'B_2705', 'B_3801', 'DPB1_1101', 'DQB1_0604', 'DRB1_0103', 'DRB1_1302']",0 -Radiotherapy,2,10,"[0.01426, 0.0394, 0.02474, 0.0488, 0.03329, 0.009428, 0.02141, 0.04142, 0.02763, 0.004829, 0.002897, 0.03445, 0.04566, 0.01195]","[0.471, 1.424, 0.673, 1.488, 1.347, 0.739, 0.801, 1.203, 1.403, 1.41, 0.728, 0.79, 0.488, 0.646]","['A_2301', 'B_1302', 'B_1801', 'B_3701', 'B_5701', 'C_0401', 'DQA1_0101', 'DQA1_0201', 'DQA1_0401', 'DQB1_0303', 'DQB1_0501', 'DRB1_0101', 'DRB1_1201', 'DRB1_1302']",0 -Reflux esophagitis,0,8,"[0.04948, 0.04983, 0.03295, 0.009134, 0.004414, 0.04915]","[0.139, 0.318, 0.118, 2.473, 2.69, 0.139]","['B_1302', 'DQA1_0401', 'DQB1_0402', 'DRB1_0103', 'DRB1_0407', 'DRB1_0801']",0 -Respiratory abnormalities,4,11,"[0.02712, 0.03113, 0.001132, 0.002761, 0.03988]","[1.278, 1.17, 1.292, 1.701, 1.162]","['A_2902', 'DQA1_0201', 'DQB1_0202', 'DRB1_0407', 'DRB1_0701']",0 -Respiratory arrest,2,8,"[0.02466, 0.0177, 0.008709, 0.0434, 0.01651, 0.02587, 0.02731]","[2.696, 3.492, 2.508, 3.367, 3.141, 0.31, 0.314]","['A_3101', 'B_3701', 'B_4001', 'C_1402', 'C_1502', 'DQB1_0201', 'DRB1_0301']",0 -Respiratory complications,1,8,"[0.03181, 0.004336, 0.0249, 0.02379]","[0.365, 3.187, 3.221, 2.208]","['DPB1_0402', 'DPB1_0601', 'DPB1_1401', 'DRB1_0404']",0 -Respiratory conditions of fetus and newborn,0,7,"[0.04186, 0.04022, 0.0127, 0.04436, 0.02199]","[0.7, 1.436, 0.643, 0.558, 1.909]","['B_4402', 'C_0303', 'C_0501', 'C_1601', 'DRB1_1104']",0 -Respiratory failure,4,11,"[0.0183, 0.01043, 0.04876, 0.01403, 0.01024, 0.01092, 0.00827, 0.03038, 0.04006, 0.0225, 0.02101, 0.04205]","[0.737, 1.265, 0.826, 1.228, 0.618, 1.451, 1.246, 1.128, 1.135, 0.833, 1.382, 1.119]","['A_2601', 'A_6801', 'B_1801', 'B_2705', 'B_3801', 'B_3901', 'C_0202', 'DQA1_0201', 'DQB1_0202', 'DQB1_0603', 'DRB1_0407', 'DRB1_0701']",0 -Retinal vascular changes and abnomalities,3,9,"[0.04859, 0.0168, 0.04276, 0.03594, 0.03859, 0.009619]","[0.541, 1.499, 0.718, 1.553, 0.665, 2.262]","['B_4403', 'C_0602', 'DQB1_0301', 'DQB1_0303', 'DQB1_0501', 'DRB1_0901']",0 -Schizophrenia,2,9,"[0.008598, 0.04992, 0.03619, 0.01134, 0.03612]","[1.954, 0.577, 0.476, 2.949, 2.647]","['A_2402', 'C_0701', 'DPB1_0402', 'DRB1_0901', 'DRB1_1201']",0 -Secondary malignancy of bone,1,10,"[0.03529, 0.0001506, 0.008101, 0.03992, 0.009474, 0.008923, 0.04768, 0.04857, 0.01224, 0.02364, 0.01885, 0.03112]","[0.722, 1.945, 0.659, 0.546, 0.698, 1.381, 1.194, 0.737, 1.2, 0.846, 1.215, 1.275]","['A_2902', 'A_3001', 'B_1801', 'B_3503', 'B_4403', 'B_5701', 'C_0602', 'C_1601', 'DQA1_0301', 'DQA1_0501', 'DRB1_0401', 'DRB1_0404']",0 -Secondary malignancy of respiratory organs,0,8,"[0.02835, 0.04367, 0.006717]","[1.175, 1.133, 1.572]","['B_4402', 'DQA1_0301', 'DRB1_0407']",0 -Sensorineural hearing loss,4,10,"[0.01897, 0.02626, 0.04681, 0.04148]","[0.745, 1.24, 1.131, 1.134]","['A_6801', 'B_5701', 'DQA1_0201', 'DRB1_0701']",0 -Septal Deviations/Turbinate Hypertrophy,4,9,"[0.03923, 0.03055, 0.04861, 0.03833, 0.02577]","[1.303, 1.219, 0.594, 1.508, 1.583]","['B_5701', 'C_0602', 'C_0704', 'DPB1_1701', 'DQB1_0502']",0 -Sialoadenitis,0,8,"[0.00104, 0.01418, 0.01086]","[2.205, 1.875, 3.281]","['DQA1_0301', 'DRB1_0401', 'DRB1_0407']",0 -Skin cancer,1,10,"[0.03762, 0.04801, 0.001932, 0.01886, 0.00627, 0.003418]","[1.205, 0.857, 1.397, 0.859, 0.802, 1.405]","['A_2601', 'A_2902', 'B_3701', 'B_4001', 'C_1601', 'DRB1_0407']",0 -Stomatitis and mucositis,1,9,"[0.001359, 0.03737, 0.03699, 0.03291, 0.0471, 0.03328]","[1.801, 1.388, 0.716, 0.695, 0.762, 0.342]","['A_2501', 'A_2902', 'B_1501', 'C_0303', 'C_0602', 'DRB1_1201']",0 -Stress fracture,3,11,"[0.02285, 0.03085, 0.04492, 0.02346, 0.04581, 0.03339, 0.02355, 0.01383]","[2.166, 2.61, 0.452, 2.081, 0.482, 0.325, 2.08, 0.228]","['C_0401', 'DPA1_0202', 'DQA1_0102', 'DQA1_0201', 'DQA1_0501', 'DQB1_0602', 'DRB1_0701', 'DRB1_1501']",0 -Stricture and stenosis of esophagus,1,12,"[0.03705, 0.0377, 0.04831, 0.01741, 0.0308, 0.04545, 0.01509, 0.02377, 0.04583, 0.03664, 0.02159]","[1.388, 1.477, 0.756, 1.489, 1.508, 1.456, 1.362, 0.698, 1.412, 1.833, 1.34]","['A_1101', 'A_2902', 'B_0702', 'B_4403', 'B_5701', 'C_1601', 'DQA1_0201', 'DQB1_0302', 'DQB1_0303', 'DRB1_0407', 'DRB1_0701']",0 -Stricture of artery,5,12,"[0.0004368, 0.01372, 0.0008948, 0.02069]","[3.562, 3.178, 2.389, 0.371]","['B_1302', 'B_3503', 'C_0602', 'DPB1_0402']",0 -"Swelling, mass, or lump in head and neck [Space-occupying lesion, intracranial NOS]",4,10,"[0.004205, 0.02782, 0.03071, 0.03236, 0.007133]","[1.414, 0.708, 0.689, 0.771, 0.403]","['B_5701', 'C_1601', 'DPA1_0202', 'DQA1_0103', 'DRB1_0901']",0 -Transitory tachypnea or apnea of newborn,0,7,[0.008813],[3.074],['B_3701'],0 -Ulceration of the lower GI tract,2,8,"[0.02491, 0.02975, 0.0403, 0.03892, 0.009682, 0.04461, 0.01425, 0.0367, 0.01778]","[0.563, 0.551, 1.848, 0.582, 2.485, 1.714, 0.492, 0.293, 0.513]","['A_0101', 'B_0702', 'B_2705', 'C_0702', 'C_1502', 'DPB1_0101', 'DQB1_0602', 'DRB1_1101', 'DRB1_1501']",0 -Unspecified osteomyelitis,5,10,"[0.04608, 0.0427, 0.00206, 0.02649]","[0.687, 0.745, 1.674, 1.578]","['B_3501', 'C_0401', 'DPA1_0202', 'DPB1_0501']",0 -Urethral stricture (not specified as infectious),4,8,"[0.01152, 0.02999, 0.01817, 0.0228, 0.005497]","[1.958, 1.87, 1.674, 2.223, 1.71]","['B_5101', 'B_5701', 'C_0602', 'C_1502', 'DQA1_0501']",0 -Urticaria,2,9,"[0.0168, 0.001445, 0.008989, 0.01275, 0.02981, 0.0007585]","[0.703, 2.377, 0.594, 2.059, 0.475, 2.66]","['A_0201', 'A_2301', 'DPB1_0201', 'DPB1_1301', 'DRB1_0404', 'DRB1_0901']",0 -Uterine leiomyoma,0,10,"[0.009869, 0.004069, 0.01524, 0.03043, 0.02112, 0.0045, 0.00995]","[1.493, 0.331, 1.615, 0.56, 0.473, 1.783, 1.629]","['A_2402', 'A_2902', 'B_2705', 'B_4403', 'C_1601', 'DQB1_0604', 'DRB1_1302']",0 -Uterine/Uterovaginal prolapse,1,10,"[0.04354, 0.03434, 0.0239, 0.01303, 0.032, 0.004472]","[0.607, 0.599, 1.851, 1.589, 0.551, 2.893]","['B_0702', 'C_0702', 'C_1601', 'DQA1_0501', 'DQB1_0302', 'DRB1_0407']",0 -"Uveitis, noninfectious or NOS",5,11,"[0.02093, 6.009e-06, 0.006131, 0.04279, 0.004172, 0.04177, 0.0132, 0.03458]","[1.552, 2.587, 1.962, 1.386, 2.023, 0.72, 2.059, 1.813]","['A_2402', 'B_2705', 'C_0102', 'DPA1_0103', 'DPA1_0202', 'DPB1_0401', 'DPB1_0501', 'DQB1_0402']",0 -"Vaginal enterocele, congenital or acquired",3,8,"[0.04867, 0.03511]","[0.427, 3.014]","['DQB1_0302', 'DRB1_1201']",0 -Viral hepatitis,3,12,"[0.01448, 0.03787, 0.004926, 0.03045]","[1.353, 1.231, 1.353, 1.241]","['A_1101', 'DQA1_0201', 'DQB1_0202', 'DRB1_0701']",0 -Viral hepatitis C,3,12,"[0.04594, 0.03106, 0.04501, 0.04851, 0.005697, 0.02843, 0.03837, 0.04732]","[1.311, 0.764, 1.221, 1.238, 1.378, 0.789, 1.251, 1.235]","['A_1101', 'DPB1_0201', 'DQA1_0102', 'DQA1_0201', 'DQB1_0202', 'DQB1_0301', 'DRB1_0701', 'DRB1_1501']",0 -Viral pneumonia,0,10,"[0.02065, 0.04383, 0.02647, 0.01711, 0.04544, 0.03242]","[1.962, 2.388, 1.831, 0.329, 1.754, 2.1]","['A_2402', 'B_1302', 'DPB1_0301', 'DPB1_0402', 'DRB1_0101', 'DRB1_1302']",0 +Abdominal aortic aneurysm,14,9,"[0.01186, 0.03628, 0.005378, 0.04253, 0.001109, 0.01986, 0.04649, 0.004331, 0.03399, 0.02409, 0.03598]","[0.35, 1.783, 0.572, 1.72, 0.568, 1.355, 0.79, 0.685, 0.653, 0.495, 0.504]","['A_2501', 'B_3503', 'B_4001', 'B_4901', 'C_0304', 'C_0602', 'DPA1_0103', 'DPA1_0201', 'DPB1_0101', 'DQA1_0401', 'DQB1_0402']",0 +Abnormal coagulation profile,9,11,"[0.02515, 0.02392, 0.0267, 0.04502, 0.02709]","[0.727, 0.725, 1.403, 0.712, 1.503]","['A_0301', 'B_0702', 'B_1501', 'C_0401', 'C_1601']",0 +Abnormal glucose,9,13,"[0.03115, 0.01602, 0.03155, 0.03172, 0.04546, 0.0382]","[0.862, 0.614, 0.874, 1.145, 1.142, 1.14]","['B_0801', 'B_4901', 'C_0701', 'DQA1_0201', 'DRB1_0401', 'DRB1_0701']",0 +Abnormal heart sounds,10,5,"[0.002022, 0.01376, 0.03852, 0.02194, 0.01691, 0.01249, 0.0182, 0.0142, 0.02471, 0.01184]","[1.52, 0.803, 1.293, 0.82, 1.292, 1.204, 0.709, 0.802, 1.311, 0.799]","['A_3101', 'B_0702', 'C_0202', 'C_0702', 'DPB1_0101', 'DQA1_0501', 'DQB1_0303', 'DQB1_0602', 'DRB1_1302', 'DRB1_1501']",0 +Abnormal weight gain,9,13,"[0.005494, 0.03745, 0.0378, 0.01558, 0.0314]","[1.53, 1.826, 0.743, 0.658, 1.857]","['A_1101', 'B_3801', 'DQA1_0101', 'DRB1_0101', 'DRB1_0103']",0 +Abnormality of red blood cells,9,11,"[0.03123, 0.01686]","[0.416, 3.494]","['C_0702', 'DRB1_0103']",0 +Absent or infrequent menstruation,10,11,"[0.01261, 0.003122, 0.00721, 0.03085, 0.03518, 0.01276, 0.04194, 0.04866]","[2.526, 2.325, 1.717, 1.589, 0.638, 1.885, 0.648, 1.614]","['A_3001', 'B_1302', 'B_1501', 'C_0303', 'DQB1_0201', 'DQB1_0604', 'DRB1_0301', 'DRB1_1302']",0 +Acquired hypothyroidism,11,5,"[0.0465, 0.04175, 0.03426, 0.0007357, 0.03094, 0.01196, 0.03529, 0.01536]","[1.79, 0.497, 0.62, 2.453, 1.802, 1.987, 0.344, 0.332]","['A_2601', 'B_3501', 'DPB1_0402', 'DPB1_0601', 'DQA1_0401', 'DQB1_0402', 'DQB1_0604', 'DRB1_1302']",0 +Actinic keratosis,9,10,"[0.00605, 0.02978, 0.0299, 0.04824, 0.00125]","[0.547, 0.76, 0.748, 0.876, 1.605]","['DPB1_1701', 'DQA1_0401', 'DQB1_0402', 'DRB1_0401', 'DRB1_0407']",0 +Acute and subacute necrosis of liver,6,8,"[0.03616, 0.008744, 0.04784, 0.02006, 0.002558, 0.005829, 0.0002533, 0.04408, 0.0005113, 0.03146]","[0.632, 1.799, 1.541, 1.671, 2.192, 1.81, 2.21, 0.555, 2.13, 0.534]","['A_0201', 'B_0801', 'C_0701', 'DPA1_0201', 'DPB1_0101', 'DQA1_0501', 'DQB1_0201', 'DQB1_0602', 'DRB1_0301', 'DRB1_1501']",0 +Acute posthemorrhagic anemia,9,11,"[0.01728, 0.0004477, 0.02571, 0.00197]","[1.139, 1.391, 0.649, 1.307]","['DQB1_0301', 'DQB1_0604', 'DRB1_0901', 'DRB1_1302']",0 +Acute pulmonary heart disease,9,9,"[0.02428, 0.006293]","[1.632, 1.479]","['B_4901', 'DRB1_1302']",0 +Acute reaction to stress,10,8,"[0.04332, 0.043]","[0.231, 1.942]","['C_0401', 'DPB1_0301']",0 +Alcohol-related disorders,10,8,"[0.02166, 0.01207, 0.04975, 0.006552]","[1.605, 0.568, 1.226, 0.254]","['A_2301', 'C_1203', 'DPB1_0401', 'DPB1_1301']",0 +Alcoholism,10,8,"[0.03358, 0.01268, 0.03313, 0.02461]","[1.665, 0.491, 0.739, 0.271]","['A_2301', 'C_1203', 'DPB1_0201', 'DPB1_1301']",0 +Allergy/adverse effect of penicillin,9,4,"[0.03485, 0.01792, 0.008973]","[2.155, 2.785, 2.588]","['B_2705', 'B_5501', 'C_0102']",0 +Alopecia,9,10,"[0.009478, 0.03937]","[0.308, 0.663]","['C_0202', 'DRB1_0401']",0 +Alteration of consciousness,10,8,[0.03177],[1.322],['DPB1_1101'],0 +Althete's foot,12,8,"[0.001061, 0.0228, 0.04854, 0.003524, 0.00402, 0.02465, 0.01154, 0.04499]","[2.707, 1.937, 0.404, 2.961, 2.303, 0.586, 1.859, 1.958]","['A_2601', 'B_2705', 'B_3501', 'B_3701', 'C_0102', 'DPA1_0103', 'DPB1_0401', 'DQA1_0401']",0 +Alzheimer's disease,10,8,"[0.0283, 0.03625, 0.04953, 0.04092]","[0.275, 0.501, 0.551, 0.3]","['B_1302', 'B_1801', 'B_5101', 'C_1502']",0 +Anemia in chronic kidney disease,8,7,"[0.02097, 0.04733, 0.04691, 0.02281, 0.004293, 0.03804, 0.03721, 0.04982]","[0.506, 0.557, 1.286, 0.618, 1.304, 1.24, 1.67, 1.226]","['A_2601', 'B_1302', 'B_1501', 'C_0202', 'DQA1_0501', 'DQB1_0201', 'DRB1_0103', 'DRB1_0301']",0 +Anemia in neoplastic disease,9,11,"[0.006531, 0.02454, 0.02874]","[0.536, 0.712, 0.538]","['A_2301', 'DPA1_0202', 'DQB1_0502']",0 +Anemia of chronic disease,9,11,"[0.02576, 0.01052, 0.04607, 0.01065, 0.01718, 0.04896]","[0.744, 0.75, 1.137, 0.84, 0.763, 0.766]","['A_2601', 'A_3201', 'C_0304', 'C_0401', 'DPA1_0202', 'DPB1_0501']",0 +Antisocial/borderline personality disorder,9,5,"[0.04186, 0.02314, 0.02809, 0.0403, 0.03915]","[2.278, 1.81, 1.811, 2.044, 1.747]","['A_3101', 'DQA1_0102', 'DQB1_0602', 'DRB1_0404', 'DRB1_1501']",0 +Aortic aneurysm,14,9,"[0.01674, 0.04457, 0.008854, 0.01587, 0.0376, 0.04755, 0.02974]","[0.506, 0.743, 0.712, 1.291, 0.808, 0.616, 1.351]","['A_2501', 'B_4001', 'C_0304', 'C_0602', 'DPA1_0201', 'DQB1_0402', 'DRB1_1302']",0 +Aphasia,9,6,"[0.0343, 0.03364, 0.01583, 0.004905, 0.03138, 0.03805, 0.006463, 0.0366]","[1.388, 1.55, 1.444, 2.206, 0.709, 1.381, 2.359, 1.381]","['B_0702', 'B_4403', 'C_0702', 'DPB1_1001', 'DQA1_0301', 'DQB1_0602', 'DRB1_0103', 'DRB1_1501']",0 +Aphasia/speech disturbance,9,6,"[0.03207, 0.01754, 0.02292, 0.04648, 0.008731, 0.01938, 0.03084, 0.04722, 0.0401]","[0.744, 1.556, 1.25, 0.439, 1.286, 1.603, 0.812, 1.22, 1.229]","['A_2402', 'A_2501', 'B_0702', 'B_3503', 'C_0702', 'DPB1_1001', 'DQA1_0301', 'DQB1_0201', 'DRB1_0301']",0 +Appendiceal conditions,9,5,"[0.02678, 0.03518, 0.004787, 0.04954, 0.03754, 0.02604]","[1.861, 1.39, 1.519, 1.368, 1.428, 1.419]","['A_2501', 'DPA1_0201', 'DQA1_0102', 'DQB1_0602', 'DRB1_0101', 'DRB1_1501']",0 +Appendicitis,9,5,"[0.02481, 0.04574, 0.005928, 0.04019]","[0.496, 2.076, 1.528, 1.4]","['B_4001', 'DPB1_1401', 'DQA1_0102', 'DRB1_1501']",0 +Arterial embolism and thrombosis of lower extremity artery,11,7,"[0.01725, 0.02712, 0.04017, 0.04228, 0.005559, 0.00245, 0.006458, 0.001862, 0.02174, 0.04793, 0.02905, 0.002523, 0.00364, 0.0445]","[2.166, 1.802, 0.485, 0.488, 0.408, 1.966, 1.916, 2.335, 0.461, 1.57, 0.277, 1.963, 3.176, 0.307]","['A_3201', 'B_1501', 'B_4402', 'C_0501', 'DQA1_0101', 'DQA1_0201', 'DQB1_0202', 'DQB1_0303', 'DQB1_0501', 'DQB1_0602', 'DQB1_0603', 'DRB1_0701', 'DRB1_0901', 'DRB1_1301']",0 +Atherosclerosis,8,9,"[0.03067, 0.02084, 0.02307, 0.0251, 0.04784, 0.01757, 0.01932, 0.03602, 0.03082]","[1.151, 1.219, 0.817, 1.298, 1.151, 1.552, 1.166, 0.86, 0.858]","['A_0101', 'A_1101', 'A_2402', 'A_6801', 'B_0801', 'B_1401', 'C_0701', 'DQB1_0602', 'DRB1_1501']",0 +Atherosclerosis of aorta,8,6,"[0.02108, 0.03488, 0.005309, 0.04884, 0.04821, 0.01315]","[1.583, 2.298, 1.965, 1.44, 1.436, 2.096]","['A_1101', 'B_1401', 'C_0102', 'C_0602', 'DQB1_0202', 'DRB1_1104']",0 +Atherosclerosis of native arteries of the extremities with intermittent claudication,8,9,"[0.01004, 0.004679, 0.04349, 0.02776, 0.02795, 0.02757]","[1.334, 0.608, 1.277, 1.611, 0.73, 1.311]","['A_0101', 'A_2402', 'B_0801', 'B_1302', 'DPB1_0402', 'DRB1_0401']",0 +Atherosclerosis of native arteries of the extremities with ulceration or gangrene,13,9,"[0.01312, 0.02928, 0.02008]","[1.596, 1.533, 2.097]","['DPB1_0201', 'DQB1_0302', 'DRB1_0801']",0 +Atherosclerosis of the extremities,8,9,"[0.0003812, 0.01557, 0.006504, 0.02042, 0.003477, 0.03684, 0.008198, 0.04546, 0.01473, 0.04113, 0.002602, 0.03236]","[1.358, 0.738, 1.29, 0.703, 1.291, 0.832, 1.249, 1.204, 1.481, 0.817, 1.331, 1.452]","['A_0101', 'A_2402', 'B_0801', 'B_3501', 'C_0701', 'DQA1_0102', 'DQA1_0301', 'DQB1_0201', 'DQB1_0402', 'DQB1_0602', 'DRB1_0401', 'DRB1_0801']",0 +Atopic/contact dermatitis due to other or unspecified,10,4,"[0.007125, 0.04844, 0.005239, 0.0004807, 0.00942, 0.0007269, 0.002261, 0.00639, 0.0007808]","[0.838, 1.265, 1.195, 0.794, 1.156, 1.233, 0.806, 0.814, 1.232]","['A_0301', 'A_2601', 'B_0801', 'DQA1_0101', 'DQA1_0501', 'DQB1_0201', 'DQB1_0501', 'DRB1_0101', 'DRB1_0301']",0 +Atrial flutter,9,9,"[0.01785, 0.02285, 0.03929, 0.009032, 0.01179, 0.004127, 0.03106, 0.02721, 0.02687, 0.02609]","[1.415, 0.438, 0.423, 1.783, 1.646, 1.453, 0.791, 1.517, 0.799, 1.338]","['A_3201', 'B_3801', 'B_3901', 'B_4002', 'B_4901', 'C_0202', 'C_0501', 'C_0704', 'DQB1_0501', 'DRB1_1302']",0 +Atrioventricular [AV] block,9,9,"[0.04762, 0.001434, 0.003854, 0.04464]","[1.408, 1.443, 0.771, 1.304]","['A_2501', 'DPB1_0101', 'DQB1_0301', 'DRB1_1302']",0 +"Atrioventricular block, complete",10,6,"[0.01589, 0.001852, 0.0488]","[1.419, 0.697, 1.355]","['DPB1_0101', 'DQB1_0301', 'DQB1_0303']",0 +Autism,6,7,"[0.02323, 0.003841, 0.03484]","[1.756, 2.617, 1.73]","['B_3501', 'B_5501', 'DQB1_0303']",0 +Benign mammary dysplasias,8,5,"[0.01699, 0.01036, 0.01764, 0.04478, 0.01719, 0.04265]","[1.261, 1.675, 1.6, 1.379, 1.603, 0.847]","['A_2402', 'A_3001', 'B_3801', 'DPB1_1101', 'DPB1_1401', 'DQB1_0301']",0 +Benign neoplasm of ovary,9,9,"[0.04102, 0.0202, 0.002053, 0.03578, 0.03232, 0.02093]","[2.104, 0.481, 2.933, 2.994, 0.397, 2.237]","['B_2705', 'DQA1_0301', 'DQB1_0604', 'DRB1_0103', 'DRB1_0401', 'DRB1_1302']",0 +Benign neoplasm of thyroid glands,11,6,"[0.009939, 0.01683]","[1.968, 0.551]","['A_0201', 'DPB1_0401']",0 +Benign neoplasm of uterus,9,9,"[0.0137, 0.001714, 0.01122, 0.04649, 0.01542, 0.04654, 0.005361, 0.0154]","[1.446, 0.3, 1.613, 0.613, 0.473, 0.634, 1.729, 1.56]","['A_2402', 'A_2902', 'B_2705', 'B_4403', 'C_1601', 'DPB1_0101', 'DQB1_0604', 'DRB1_1302']",0 +Bipolar,10,8,"[0.02292, 0.008226, 0.03135, 0.003289, 0.03114]","[0.757, 1.431, 0.285, 2.064, 1.547]","['A_0301', 'A_1101', 'B_3801', 'B_3901', 'DPB1_0601']",0 +Cancer of bronchus; lung,11,6,"[0.0295, 0.04488, 0.01564, 0.02344, 0.02442]","[0.798, 0.767, 0.819, 0.799, 0.836]","['B_3501', 'C_0102', 'C_0401', 'DQB1_0603', 'DRB1_0101']",0 +Cancer of connective tissue,11,6,"[0.02903, 0.04367]","[1.681, 0.787]","['B_3701', 'C_0702']",0 +"Cancer of other lymphoid, histiocytic tissue",11,6,[0.01668],[1.199],['B_0801'],0 +Cancer of other male genital organs,9,5,"[0.01983, 0.03876, 0.01624]","[1.674, 0.227, 1.736]","['DQA1_0102', 'DQB1_0303', 'DRB1_1501']",0 +Cancer of prostate,11,6,"[0.008931, 0.03229, 0.0391]","[1.555, 0.812, 1.425]","['A_3001', 'B_3501', 'B_3801']",0 +Cancer within the respiratory system,11,6,"[0.03206, 0.03383, 0.02067, 0.03371, 0.01942, 0.01338]","[0.802, 0.755, 0.828, 0.856, 0.794, 0.821]","['B_3501', 'C_0102', 'C_0401', 'DQB1_0501', 'DQB1_0603', 'DRB1_0101']",0 +Carbuncle and furuncle,9,10,"[0.02958, 0.02533]","[0.278, 1.695]","['C_0303', 'DPB1_0301']",0 +Carcinoid syndrome,12,11,"[0.0483, 0.005722, 0.04026, 0.02243, 0.005364]","[0.137, 3.049, 0.477, 2.51, 2.107]","['B_3501', 'B_5501', 'DPA1_0201', 'DQB1_0503', 'DRB1_0401']",0 +Cardiomegaly,9,9,"[0.01379, 0.003785, 0.003561, 0.04899, 0.02816, 0.04905, 0.03015, 0.004106, 0.04266]","[0.883, 1.308, 1.285, 0.837, 1.23, 0.816, 0.753, 1.272, 0.717]","['A_0201', 'A_3201', 'B_2705', 'B_4403', 'C_0102', 'C_1601', 'DQB1_0503', 'DRB1_1302', 'DRB1_1401']",0 +Carditis,9,9,"[0.01139, 0.0413, 0.01519, 0.004083, 0.04194, 0.03379, 0.04954, 5.82e-05]","[1.314, 1.458, 0.627, 1.518, 1.584, 1.223, 0.73, 1.664]","['A_2402', 'B_5501', 'C_0202', 'DQB1_0604', 'DRB1_0103', 'DRB1_0301', 'DRB1_1101', 'DRB1_1302']",0 +Cellulitis and abscess of arm/hand,9,10,"[0.03484, 0.01011]","[0.547, 1.555]","['B_5101', 'DPB1_0101']",0 +Cellulitis and abscess of fingers/toes,9,10,"[0.04015, 0.02016]","[1.893, 1.467]","['B_1401', 'DRB1_1101']",0 +Cellulitis and abscess of trunk,9,10,"[0.03964, 0.04546, 0.01052, 0.01918]","[1.802, 1.235, 0.679, 1.319]","['B_1401', 'DQA1_0301', 'DRB1_0101', 'DRB1_0401']",0 +"Cerebral degeneration, unspecified",12,7,"[0.004512, 0.04642, 0.009842, 0.00916, 0.03191, 0.02993]","[1.999, 1.66, 1.635, 1.612, 0.285, 0.371]","['B_5701', 'C_0202', 'C_0602', 'DQB1_0302', 'DQB1_0604', 'DRB1_1302']",0 +Cholecystitis without cholelithiasis,13,10,"[0.006855, 0.02154, 0.0427]","[2.247, 1.629, 1.537]","['C_1402', 'DPA1_0202', 'DQB1_0604']",0 +Cholelithiasis and cholecystitis,13,10,"[0.03575, 0.01629, 0.0418, 0.01302, 0.01871]","[0.722, 0.805, 1.287, 1.425, 1.325]","['A_6801', 'C_0501', 'DPA1_0202', 'DPB1_0501', 'DQB1_0604']",0 +Cholelithiasis with acute cholecystitis,10,7,"[0.01679, 0.04173, 0.02204, 0.02022, 0.003629, 0.03006, 0.01935, 0.01409, 0.004163, 0.00958, 0.0215]","[2.505, 1.768, 2.12, 1.898, 2.221, 0.491, 0.296, 1.978, 2.855, 2.484, 1.894]","['A_3201', 'B_0702', 'B_4001', 'C_0702', 'DQA1_0102', 'DQA1_0301', 'DQB1_0302', 'DQB1_0602', 'DQB1_0604', 'DRB1_1302', 'DRB1_1501']",0 +Chorioretinal scars,9,5,"[0.04168, 0.002887, 0.04039, 0.0208, 0.03237]","[1.827, 3.689, 1.79, 1.959, 1.862]","['A_0201', 'DPB1_1001', 'DQA1_0102', 'DQB1_0602', 'DRB1_1501']",0 +Chronic thyroiditis,9,13,"[0.01006, 0.03775, 0.0432]","[1.657, 0.227, 0.357]","['B_0801', 'DQB1_0604', 'DRB1_1302']",0 +Chronic ulcer of leg or foot,9,10,"[0.01537, 0.01884, 0.0338, 0.02588, 0.01078, 0.007489, 0.009419]","[0.742, 1.729, 0.777, 0.785, 1.338, 0.714, 0.725]","['B_0702', 'B_3701', 'C_0702', 'DQA1_0102', 'DQB1_0302', 'DQB1_0602', 'DRB1_1501']",0 +Chronic ulcer of skin,9,10,[0.04861],[1.355],['DPB1_1001'],0 +Circulatory disease NEC,11,12,"[0.02908, 8.718e-06, 0.03298, 0.01516, 0.01785, 0.0255, 0.04088, 0.0448]","[0.279, 2.864, 1.323, 1.433, 1.286, 1.309, 1.515, 1.275]","['B_3801', 'B_4002', 'C_0304', 'DPB1_0101', 'DQA1_0301', 'DQB1_0302', 'DQB1_0402', 'DRB1_0401']",0 +Coagulation defects,9,11,"[0.03517, 0.0467, 0.0139, 0.04489, 0.04495, 0.04445, 0.04948, 0.03255]","[0.848, 1.205, 1.254, 1.185, 1.206, 1.209, 1.115, 0.721]","['A_2402', 'A_2902', 'B_2705', 'B_4403', 'C_0202', 'C_1601', 'DQA1_0102', 'DRB1_1104']",0 +Complications of transplants and reattached limbs,10,4,"[0.02477, 0.02272, 0.02366, 0.04237, 0.04981, 0.02181, 0.005009, 0.0005974, 0.007527, 0.02999]","[0.681, 1.323, 0.444, 0.707, 1.212, 1.249, 1.344, 1.447, 1.327, 0.408]","['A_1101', 'A_2402', 'B_5501', 'DQA1_0103', 'DQA1_0301', 'DQA1_0501', 'DQB1_0201', 'DQB1_0302', 'DRB1_0301', 'DRB1_1401']",0 +Congenital factor VIII disorder,9,5,"[0.01471, 0.03182, 0.007118]","[2.097, 1.954, 2.284]","['DQA1_0102', 'DQB1_0602', 'DRB1_1501']",0 +Cutaneous lupus erythematosus,9,10,"[0.01937, 0.04885, 0.04507, 0.01686, 0.0433, 0.03847, 0.04905]","[1.864, 0.364, 0.493, 0.548, 1.589, 1.607, 0.529]","['A_1101', 'C_0303', 'C_0501', 'DQA1_0301', 'DQB1_0201', 'DRB1_0301', 'DRB1_0401']",0 +Cystic mastopathy,8,5,"[0.0453, 0.008723, 0.008021, 0.04316, 0.04358]","[1.239, 1.759, 1.738, 1.2, 1.556]","['A_2402', 'A_3001', 'B_3801', 'DPA1_0201', 'DPB1_1401']",0 +Decreased white blood cell count,9,11,"[0.03032, 0.0277]","[1.267, 0.854]","['A_3101', 'DPB1_0301']",0 +Decubitus ulcer,9,10,"[0.04557, 0.03283, 0.01562]","[1.55, 0.802, 1.26]","['B_3801', 'DPB1_0201', 'DPB1_0301']",0 +Deficiency anemias,9,11,[0.03188],[1.633],['A_1101'],0 +Degeneration of macula and posterior pole of retina,12,7,"[0.03676, 0.03144, 0.02104, 0.01979, 0.0214, 0.02325, 0.0444]","[0.753, 1.322, 1.237, 1.204, 0.695, 0.812, 1.187]","['B_4403', 'B_5701', 'C_0602', 'C_0701', 'C_1601', 'DPB1_0201', 'DRB1_0301']",0 +Degenerative skin conditions and other dermatoses,9,10,"[0.02529, 0.03151, 0.006095, 0.01229, 0.0452, 0.01286, 0.04192]","[1.133, 1.223, 0.793, 0.673, 0.814, 1.36, 0.775]","['A_2402', 'A_2601', 'C_1601', 'DPB1_1701', 'DQB1_0402', 'DRB1_0407', 'DRB1_1401']",0 +Delirium dementia and amnestic and other cognitive disorders,10,8,"[0.03031, 0.02585, 0.01301]","[0.773, 1.321, 0.716]","['B_3501', 'C_0102', 'DRB1_0404']",0 +Dementias,10,8,"[0.04866, 0.02409, 0.0212, 0.006757]","[1.408, 0.715, 1.418, 0.628]","['A_2601', 'B_3501', 'C_0102', 'DRB1_0404']",0 +Dental caries,8,10,"[0.003192, 0.04341, 0.03427, 0.01259, 0.007681, 0.003206, 0.02436, 0.009004, 0.04734, 0.02912]","[0.719, 1.265, 0.549, 0.647, 0.15, 1.568, 0.621, 1.312, 0.593, 0.512]","['A_0301', 'A_2402', 'A_2601', 'B_3501', 'B_3801', 'C_0102', 'C_1203', 'DPB1_0301', 'DQB1_0402', 'DRB1_0801']",0 +Dermatochalasis,12,6,[0.01051],[1.784],['B_5501'],0 +Develomental delays and disorders,10,8,"[0.02552, 0.02871]","[0.631, 1.541]","['A_6801', 'DPB1_1001']",0 +Diabetes mellitus,9,12,"[0.004092, 0.001971, 0.001789, 0.0008773, 0.03656, 0.04467, 0.01731, 0.002027, 0.04292, 0.002683, 0.005282, 0.0077, 0.03033, 0.03587, 0.005094, 0.004711, 0.01254, 5.555e-05, 0.0016, 1.7e-05, 0.01353, 7.952e-08, 7.085e-07, 1.71e-11, 4.989e-05, 0.0003364, 1.404e-07, 1.66e-06, 0.001495, 0.0405, 0.005955, 2.101e-05]","[0.789, 0.889, 0.776, 1.17, 0.806, 0.798, 1.157, 1.143, 1.089, 0.894, 0.826, 0.841, 0.768, 1.08, 1.153, 0.891, 0.807, 0.87, 0.847, 1.156, 1.086, 1.221, 0.839, 1.298, 0.856, 0.827, 1.217, 1.205, 0.684, 0.891, 0.86, 0.851]","['A_2601', 'B_0702', 'B_1402', 'B_1501', 'B_3701', 'B_3801', 'B_5701', 'C_0304', 'C_0602', 'C_0702', 'C_0802', 'C_1203', 'C_1402', 'DPA1_0201', 'DPB1_0101', 'DPB1_0402', 'DPB1_0501', 'DQA1_0102', 'DQA1_0103', 'DQA1_0301', 'DQA1_0501', 'DQB1_0201', 'DQB1_0301', 'DQB1_0302', 'DQB1_0602', 'DQB1_0603', 'DRB1_0301', 'DRB1_0401', 'DRB1_0407', 'DRB1_1101', 'DRB1_1301', 'DRB1_1501']",0 +Diabetes or abnormal glucose tolerance complicating pregnancy,8,11,"[0.001698, 0.02592, 0.0008613]","[1.919, 0.32, 3.493]","['DRB1_0401', 'DRB1_1101', 'DRB1_1201']",0 +Diaper or napkin rash,7,11,"[0.007823, 0.02958, 0.006067]","[3.666, 1.908, 3.822]","['B_3901', 'DRB1_0101', 'DRB1_0901']",0 +Diseases of hard tissues of teeth,8,10,"[0.003474, 0.04093, 0.02508, 0.01548, 0.0224, 0.006582, 0.006414, 0.04245, 0.02364, 0.01503, 0.03745]","[0.725, 1.264, 0.531, 1.806, 0.682, 0.145, 1.515, 1.211, 0.626, 1.284, 0.543]","['A_0301', 'A_2402', 'A_2601', 'B_1401', 'B_3501', 'B_3801', 'C_0102', 'C_0701', 'C_1203', 'DPB1_0301', 'DRB1_0801']",0 +"Diseases of nail, NOS",9,10,[0.04398],[0.657],['DQB1_0301'],0 +Diseases of sebaceous glands,9,10,"[0.001309, 0.04459, 0.005517, 0.009039, 0.0136, 0.03991, 0.02367, 0.03643, 0.03768, 0.04402, 0.04164]","[1.484, 0.808, 0.503, 1.516, 1.242, 0.81, 1.193, 1.246, 0.863, 1.164, 0.857]","['A_2601', 'B_3501', 'B_3701', 'B_3801', 'B_4001', 'C_0303', 'C_0304', 'C_1203', 'DQA1_0101', 'DQB1_0202', 'DQB1_0501']",0 +Diseases of white blood cells,9,11,"[0.04372, 0.0473, 0.02183]","[1.241, 1.124, 0.83]","['DPB1_0601', 'DRB1_0101', 'DRB1_1301']",0 +Disorder of skin and subcutaneous tissue NOS,9,10,"[0.02664, 0.01646, 0.04503]","[1.457, 0.182, 0.71]","['A_6801', 'DPB1_1701', 'DQB1_0603']",0 +Disorders involving the immune mechanism,10,9,"[0.01659, 0.01997, 0.04429, 0.03046, 0.01258, 0.04607, 0.04402, 0.04381, 0.03831, 0.01065, 0.03169]","[0.445, 0.434, 1.202, 0.717, 1.506, 0.809, 0.715, 0.845, 1.355, 1.465, 0.484]","['B_3503', 'B_3801', 'B_4402', 'B_5101', 'B_5501', 'C_0401', 'C_1203', 'DPA1_0103', 'DQA1_0401', 'DQB1_0402', 'DRB1_1201']",0 +Disorders of amino-acid metabolism,9,13,[0.006976],[2.31],['DQB1_0302'],0 +Disorders of diaphragm,11,5,"[0.04771, 0.04277, 0.04394, 0.04066]","[1.601, 1.944, 2.235, 0.561]","['A_0201', 'B_2705', 'DPB1_0601', 'DQB1_0301']",0 +Disorders of esophageal motility,9,8,"[0.01803, 0.02457, 0.03522, 0.02998, 0.02645, 0.04921]","[1.887, 2.232, 1.941, 0.537, 2.303, 2.505]","['A_1101', 'B_1402', 'B_2705', 'C_0701', 'DPB1_0501', 'DPB1_1401']",0 +Disorders of mineral metabolism,9,13,"[0.04748, 0.006727, 0.009641, 0.007611, 0.01103, 0.003534]","[1.113, 1.185, 0.718, 1.44, 1.318, 0.609]","['A_0301', 'C_0304', 'DQB1_0503', 'DRB1_0103', 'DRB1_0801', 'DRB1_1401']",0 +Disorders of parathyroid gland,9,13,[0.01454],[0.581],['DPB1_0101'],0 +Dysthymic disorder,10,8,"[0.01512, 0.04079, 0.04927, 0.03495, 0.04656, 0.02454]","[1.744, 1.233, 1.224, 1.354, 1.211, 0.82]","['B_3901', 'B_4402', 'C_0501', 'C_1203', 'DPB1_0201', 'DPB1_0401']",0 +Elevated carcinoembryonic antigen [CEA],9,5,"[0.001297, 0.04203, 0.0009929, 0.03734, 0.002023, 0.03746, 0.0009669]","[2.811, 0.393, 1.937, 0.384, 1.89, 0.346, 1.964]","['A_2501', 'B_4001', 'DQA1_0102', 'DQA1_0103', 'DQB1_0602', 'DRB1_1301', 'DRB1_1501']",0 +Elevated white blood cell count,9,11,[0.03636],[1.192],['A_1101'],0 +Encounter for long-term (current) use of anticoagulants,9,11,"[0.005317, 0.02422, 0.02172, 0.01615, 0.02168, 0.01964]","[1.196, 1.215, 1.198, 1.339, 0.81, 1.353]","['A_1101', 'A_3201', 'B_2705', 'B_4901', 'B_5701', 'DRB1_1201']",0 +Endocarditis,9,9,"[0.02234, 0.02175, 0.02185]","[1.723, 0.412, 1.656]","['A_6801', 'B_5101', 'DRB1_1302']",0 +Endocrine and metabolic disturbances of fetus and newborn,10,10,[0.0267],[1.802],['B_1501'],0 +Eosinophilia,9,11,"[0.04329, 0.04878]","[1.488, 1.619]","['A_0201', 'B_1501']",0 +Erythematosquamous dermatosis,9,10,"[0.0248, 0.008835, 0.02463, 0.04372, 0.0001638]","[1.543, 0.41, 0.321, 1.831, 0.485]","['B_5701', 'C_1601', 'DPB1_1101', 'DRB1_0103', 'DRB1_0401']",0 +"Eye infection, viral",12,6,"[0.04989, 0.02639, 0.01834]","[0.245, 0.584, 2.573]","['DPB1_0101', 'DPB1_0401', 'DPB1_0501']",0 +Facial weakness,7,7,"[0.02826, 0.02667, 0.03431, 0.02482, 0.03895, 0.0399, 0.04913, 0.0012, 0.0366, 0.01288]","[2.596, 3.215, 1.839, 0.403, 1.751, 1.781, 0.427, 3.113, 1.799, 2.39]","['A_2601', 'B_3801', 'DPB1_0301', 'DQA1_0101', 'DQA1_0501', 'DQB1_0201', 'DQB1_0501', 'DQB1_0604', 'DRB1_0301', 'DRB1_1302']",0 +Flat foot,9,9,"[0.01466, 0.02283, 0.00383, 0.02985]","[2.89, 1.938, 2.889, 2.217]","['A_2501', 'DQB1_0302', 'DQB1_0604', 'DRB1_1302']",0 +Fracture of radius and ulna,7,6,"[0.001256, 0.04834, 0.02791, 0.01963, 0.0002727, 0.02194, 0.02292, 0.02455, 0.04849]","[2.02, 1.45, 1.383, 1.769, 1.651, 1.335, 1.696, 0.363, 1.298]","['A_3001', 'B_1302', 'B_2705', 'B_4002', 'C_0202', 'DQB1_0603', 'DRB1_0103', 'DRB1_0901', 'DRB1_1301']",0 +"Gastritis and duodenitis, NOS",13,9,"[0.003591, 0.04709, 0.01281, 0.04819, 0.008785]","[2.432, 1.387, 1.461, 1.718, 2.055]","['B_3701', 'DPB1_0201', 'DQB1_0301', 'DQB1_0402', 'DRB1_0801']",0 +Glucocorticoid deficiency,9,13,"[0.02204, 0.04194, 0.02569, 0.01107, 0.02926, 0.0395]","[0.561, 1.491, 0.633, 2.209, 1.374, 1.351]","['B_4001', 'B_5101', 'C_0304', 'C_1402', 'DQB1_0302', 'DRB1_0401']",0 +Gouty arthropathy,9,13,"[0.00161, 0.0301, 0.03258, 0.02904, 0.04417, 0.01981]","[1.92, 1.589, 0.673, 1.656, 1.462, 1.758]","['A_3101', 'A_6801', 'C_0602', 'DQB1_0402', 'DRB1_0404', 'DRB1_0801']",0 +Graves' disease,7,8,"[0.008931, 0.0169, 0.03402, 0.01183, 0.007824, 0.03932, 0.02813, 0.0119, 0.006584, 0.02301, 4.501e-06, 4.067e-06, 0.004039, 0.02932, 1.334e-06, 0.00657, 0.03931]","[1.442, 1.53, 0.674, 0.487, 0.594, 1.317, 1.472, 2.127, 0.63, 1.671, 1.804, 1.846, 0.555, 1.672, 1.9, 0.63, 1.688]","['B_0801', 'B_3501', 'B_4402', 'B_4403', 'C_0501', 'C_0701', 'DPB1_0101', 'DPB1_1701', 'DQA1_0201', 'DQA1_0401', 'DQA1_0501', 'DQB1_0201', 'DQB1_0202', 'DQB1_0402', 'DRB1_0301', 'DRB1_0701', 'DRB1_0801']",0 +"HIV infection, symptomatic",9,5,"[0.0003636, 0.02155, 0.006188]","[1.946, 1.572, 1.7]","['DQA1_0102', 'DQB1_0602', 'DRB1_1501']",0 +Heart failure NOS,8,9,"[0.02956, 0.008288, 0.0222, 0.0257, 0.007149, 0.01896, 0.02195, 0.04404]","[1.186, 1.731, 0.745, 1.233, 0.641, 1.193, 1.219, 1.192]","['A_0101', 'B_1401', 'C_0303', 'C_0304', 'C_1601', 'DQA1_0301', 'DQB1_0302', 'DRB1_0401']",0 +Heart failure with reduced EF [Systolic or combined heart failure],9,9,"[0.03741, 0.001325, 0.01861, 0.04986, 0.03586, 0.008388, 0.01886, 0.04228]","[0.696, 1.402, 0.535, 1.262, 0.755, 0.816, 1.28, 0.858]","['A_2601', 'B_2705', 'B_3801', 'C_0102', 'C_1601', 'DQB1_0602', 'DRB1_1302', 'DRB1_1501']",0 +Heart valve disorders,9,9,"[0.008132, 0.04118, 0.01826, 0.01049]","[0.793, 0.856, 1.212, 1.206]","['A_2902', 'B_4403', 'DQB1_0604', 'DRB1_1302']",0 +Hemangioma of skin and subcutaneous tissue,11,6,"[0.04704, 0.02365, 0.0477]","[0.578, 0.545, 1.658]","['C_0501', 'DRB1_0401', 'DRB1_0404']",0 +Hematological disorders of newborn,11,10,"[0.04987, 0.001296, 0.02931, 0.04843]","[1.803, 2.926, 2.971, 2.634]","['B_1501', 'C_0102', 'C_1402', 'DRB1_1401']",0 +Hemorrhage in early pregnancy,10,10,[0.02083],[2.69],['DRB1_0407'],0 +Hemorrhagic disorder due to intrinsic circulating anticoagulants,9,11,"[0.04185, 0.04784]","[1.571, 1.822]","['A_3101', 'DRB1_1201']",0 +Hereditary hemolytic anemias,12,6,"[0.003658, 0.01921]","[2.823, 2.99]","['B_5501', 'DRB1_0103']",0 +Hirsutism,12,7,"[0.0006432, 0.01192, 0.0288]","[3.604, 2.263, 0.317]","['B_5701', 'C_0602', 'DPB1_0201']",0 +Human immunodeficiency virus [HIV] disease,9,5,"[0.0002159, 0.01126, 0.00306]","[1.979, 1.633, 1.759]","['DQA1_0102', 'DQB1_0602', 'DRB1_1501']",0 +Hydronephrosis,11,5,"[0.0317, 0.035, 0.03818, 0.01969, 0.02609]","[1.403, 1.446, 0.713, 0.551, 0.472]","['A_3101', 'DPB1_0601', 'DQB1_0303', 'DQB1_0503', 'DRB1_1401']",0 +Hypercalcemia,9,13,[0.03812],[1.288],['DPB1_0301'],0 +Hypercoagulable state,9,11,"[0.03055, 0.009032, 0.01112, 0.01566]","[1.401, 0.504, 0.277, 0.665]","['A_0301', 'A_2402', 'B_5701', 'DPA1_0103']",0 +"Hypertension complicating pregnancy, childbirth, and the puerperium",8,11,[0.01352],[2.38],['DRB1_1201'],0 +Hypertensive heart disease,9,9,"[0.02486, 0.04981, 0.03101, 0.00293, 0.01912]","[1.709, 1.299, 0.845, 1.508, 1.348]","['B_4002', 'C_0202', 'DQA1_0301', 'DQB1_0604', 'DRB1_1302']",0 +Hypovolemia,9,13,"[0.01347, 0.005938, 0.01458, 0.01796, 0.002461, 0.04789]","[1.22, 0.675, 1.206, 1.131, 1.154, 0.784]","['A_3101', 'B_3801', 'C_0102', 'C_0304', 'DQB1_0302', 'DRB1_1401']",0 +Immunity deficiency,10,9,"[0.006136, 0.04276, 0.003207, 0.01847, 0.03851, 0.01367, 0.03279]","[0.291, 1.222, 1.654, 0.758, 1.385, 1.487, 0.442]","['B_3503', 'B_4402', 'B_5501', 'C_0401', 'DQA1_0401', 'DQB1_0402', 'DRB1_1201']",0 +Inflammation of eyelids,11,5,"[0.02058, 0.04546, 0.03358]","[0.474, 1.48, 1.361]","['A_2501', 'DPB1_0601', 'DRB1_0404']",0 +Inflammatory diseases of prostate,9,5,"[0.0007193, 0.03365, 0.01558, 0.04589, 0.04521, 0.008793, 0.009976, 0.01961, 0.0107]","[0.426, 0.703, 1.321, 0.504, 1.301, 0.304, 1.372, 0.346, 1.365]","['B_3501', 'C_0401', 'DQA1_0102', 'DQA1_0401', 'DQB1_0302', 'DQB1_0402', 'DQB1_0602', 'DRB1_0801', 'DRB1_1501']",0 +Insulin pump user,9,12,"[0.001125, 0.01732, 0.01377, 0.04996, 0.02817, 0.02887, 5.782e-05, 0.01238, 0.00513, 0.02378, 0.007064, 0.005189, 0.002239, 2.383e-08, 9.745e-06, 0.0002855, 2.922e-09, 0.0002164, 1.217e-10, 3.5e-08, 0.03057, 6.797e-09, 2.345e-05, 0.03293, 8.02e-10]","[0.774, 1.194, 1.598, 0.715, 1.223, 0.589, 1.383, 1.19, 0.808, 1.166, 1.212, 1.307, 0.769, 0.667, 1.339, 1.268, 1.518, 0.765, 1.595, 0.629, 0.789, 1.505, 1.37, 0.62, 0.596]","['B_0702', 'B_0801', 'B_1401', 'B_1402', 'B_1501', 'B_3701', 'C_0304', 'C_0701', 'C_0702', 'DPA1_0103', 'DPA1_0201', 'DPB1_0101', 'DPB1_0402', 'DQA1_0102', 'DQA1_0301', 'DQA1_0501', 'DQB1_0201', 'DQB1_0301', 'DQB1_0302', 'DQB1_0602', 'DQB1_0603', 'DRB1_0301', 'DRB1_0401', 'DRB1_1401', 'DRB1_1501']",0 +Intestinal malabsorption (non-celiac),11,11,"[0.02495, 0.02246, 0.0424, 0.02616, 0.04121, 0.02592, 0.03247, 0.04242]","[1.474, 0.603, 2.359, 1.616, 1.729, 0.652, 2.318, 1.639]","['A_0101', 'A_0301', 'B_1401', 'B_1501', 'B_5701', 'DQA1_0102', 'DRB1_0103', 'DRB1_0404']",0 +Iron deficiency anemia secondary to blood loss (chronic),9,7,"[0.02887, 0.03072, 0.01282, 0.02764, 0.004425, 0.03448, 0.00917]","[0.678, 1.76, 0.709, 0.277, 1.348, 1.463, 1.282]","['B_3501', 'B_4002', 'C_0401', 'C_1402', 'DPB1_0201', 'DQA1_0401', 'DQA1_0501']",0 +Iron deficiency anemias,8,7,"[0.01972, 0.0326, 0.04858, 0.007663, 0.03243, 0.03781, 0.001406, 0.04665, 0.0008442, 0.04819]","[0.861, 0.853, 0.878, 1.158, 1.129, 0.875, 1.612, 0.877, 1.631, 0.704]","['B_0702', 'C_0401', 'DQA1_0201', 'DQA1_0501', 'DQB1_0301', 'DQB1_0602', 'DRB1_0103', 'DRB1_0701', 'DRB1_1201', 'DRB1_1401']",0 +"Iron deficiency anemias, unspecified or not due to blood loss",8,7,"[0.0413, 0.01756, 0.01828, 0.009603, 0.01243, 0.0003767, 0.0176, 0.0102]","[0.862, 0.646, 0.836, 1.176, 0.805, 1.781, 0.835, 1.548]","['B_0702', 'B_1302', 'DQA1_0201', 'DQA1_0501', 'DQB1_0202', 'DRB1_0103', 'DRB1_0701', 'DRB1_1201']",0 +Jaundice (not of newborn),10,4,"[0.0139, 0.04816, 0.02079, 0.00648, 0.03945, 0.007074]","[1.504, 0.692, 1.275, 1.364, 0.75, 1.36]","['B_1801', 'B_4001', 'DQA1_0501', 'DQB1_0201', 'DQB1_0302', 'DRB1_0301']",0 +Jaw disease NOS,8,12,"[0.02009, 0.01608, 0.01971, 0.01613, 0.02395, 0.01308, 0.01078, 0.0182, 0.01167, 0.04446]","[1.722, 0.426, 2.393, 0.524, 1.666, 1.787, 1.883, 0.464, 1.804, 0.543]","['A_0201', 'DPB1_0201', 'DPB1_1101', 'DQA1_0102', 'DQA1_0501', 'DQB1_0201', 'DQB1_0202', 'DQB1_0602', 'DRB1_0301', 'DRB1_1501']",0 +Joint effusions,11,5,"[0.02881, 0.01915, 0.0213, 0.03812]","[1.596, 0.731, 0.1, 0.763]","['DPB1_0601', 'DQB1_0602', 'DRB1_0901', 'DRB1_1501']",0 +Keratitis,12,6,"[0.005297, 0.036, 0.0324]","[1.715, 1.519, 0.339]","['B_5501', 'DPB1_0501', 'DPB1_1401']",0 +Keratoconjunctivitis,12,6,[0.01979],[1.711],['B_5501'],0 +Keratoconjunctivitis sicca,12,6,"[0.02674, 0.01687]","[1.79, 1.786]","['A_2301', 'B_5501']",0 +Lack of coordination,11,8,"[0.0009904, 0.03104, 0.003634, 0.01409, 0.02395, 0.02052, 0.0194, 0.0004494, 0.01611, 0.03976, 0.01285, 0.0048, 0.001453, 2.455e-06, 0.03044, 0.02258, 0.01588, 2.092e-06]","[0.74, 1.614, 0.685, 0.641, 0.752, 1.252, 0.611, 1.378, 0.762, 0.82, 1.282, 0.687, 0.723, 1.57, 0.615, 1.257, 0.761, 1.569]","['A_0201', 'B_3503', 'B_4402', 'B_4403', 'C_0501', 'C_0702', 'C_1601', 'DQA1_0102', 'DQA1_0201', 'DQA1_0301', 'DQB1_0201', 'DQB1_0202', 'DQB1_0301', 'DQB1_0602', 'DQB1_0604', 'DRB1_0301', 'DRB1_0701', 'DRB1_1501']",0 +Large cell lymphoma,11,6,"[0.0469, 0.02202, 0.03306]","[1.323, 2.042, 0.739]","['B_0801', 'C_1402', 'DQB1_0301']",0 +Lymphadenitis,9,11,"[0.004006, 0.03283, 0.02735, 0.02615, 0.03769, 0.03377]","[1.348, 0.749, 1.179, 0.856, 0.791, 0.621]","['B_5701', 'C_0102', 'C_0602', 'DPA1_0201', 'DRB1_0404', 'DRB1_0901']",0 +Macular degeneration (senile) of retina NOS,12,7,"[0.03635, 0.01877, 0.02627, 0.009231, 0.0008078, 0.01164, 0.03755, 0.01388, 0.02848]","[1.8, 2.078, 0.497, 0.482, 1.935, 1.475, 0.542, 0.445, 0.367]","['A_2301', 'A_3001', 'B_1801', 'B_4403', 'B_5701', 'C_0602', 'C_1203', 'C_1601', 'DPB1_1101']",0 +Major depressive disorder,10,8,"[0.02386, 0.009874, 0.02528, 0.03488]","[1.255, 0.663, 0.514, 0.724]","['A_1101', 'A_2902', 'B_3801', 'C_1601']",0 +Mastodynia,13,8,"[0.04481, 0.02716, 0.02333, 0.007776, 0.03554, 0.02203, 0.0005233]","[0.239, 0.585, 1.784, 1.662, 1.508, 0.262, 2.787]","['A_3101', 'B_0801', 'B_1801', 'B_4402', 'C_0501', 'C_1601', 'DPB1_1301']",0 +Memory loss,10,8,"[0.02655, 0.009496, 0.02532]","[1.466, 1.48, 0.609]","['A_2601', 'C_0102', 'DPA1_0202']",0 +Meniere's disease,11,5,"[0.04354, 0.01792, 0.0172]","[2.032, 0.576, 2.15]","['DPB1_0601', 'DQB1_0301', 'DQB1_0402']",0 +Miscarriage; stillbirth,10,10,[0.008887],[1.676],['A_0301'],0 +Mitral valve stenosis and aortic valve stenosis,10,6,"[0.03386, 0.03533, 0.03528, 0.04353, 0.01392]","[0.645, 1.585, 2.078, 1.603, 1.779]","['A_0101', 'A_1101', 'C_0704', 'DPB1_0101', 'DQB1_0303']",0 +Mood disorders,10,8,"[0.01556, 0.03574, 0.04659]","[0.744, 1.079, 1.129]","['B_3801', 'DQA1_0102', 'DRB1_1302']",0 +Morbid obesity,9,13,"[0.004289, 0.002452, 0.02473, 0.0336, 0.001871]","[0.671, 1.412, 0.486, 1.523, 1.704]","['B_5101', 'B_5701', 'C_1402', 'DQB1_0502', 'DRB1_0103']",0 +Multiple sclerosis,11,8,"[0.0003167, 0.01575, 3.019e-06, 0.003611, 0.0129, 4.705e-05, 0.01434, 0.002323, 6.321e-16, 0.03497, 0.01632, 0.000906, 0.01987, 0.01441, 4.425e-25, 0.01907, 0.006571, 0.01113, 0.03461, 8.032e-24]","[0.643, 1.362, 1.783, 0.589, 0.429, 1.654, 0.681, 0.627, 2.672, 0.726, 0.731, 0.63, 0.538, 0.673, 3.475, 0.451, 0.611, 0.655, 0.725, 3.357]","['A_0201', 'A_0301', 'B_0702', 'B_4402', 'B_5701', 'C_0702', 'DPB1_0201', 'DQA1_0101', 'DQA1_0102', 'DQA1_0201', 'DQA1_0301', 'DQB1_0301', 'DQB1_0303', 'DQB1_0501', 'DQB1_0602', 'DQB1_0604', 'DRB1_0101', 'DRB1_0401', 'DRB1_0701', 'DRB1_1501']",0 +Neoplasm of uncertain behavior,11,6,[0.01882],[1.442],['DQB1_0502'],0 +Neoplasm of uncertain behavior of skin,11,6,"[0.0403, 0.04309, 0.001954, 0.01209, 0.001224, 0.01932]","[0.816, 0.754, 1.414, 0.774, 1.551, 1.396]","['A_2902', 'B_5501', 'C_1502', 'C_1601', 'DRB1_0103', 'DRB1_0407']",0 +Neurofibromatosis,11,6,"[0.04488, 0.01467]","[0.418, 1.979]","['DPB1_0201', 'DQA1_0501']",0 +Neurological disorders,10,8,"[0.02206, 0.03057, 0.01085]","[1.252, 1.192, 1.31]","['A_2501', 'C_0102', 'DPB1_1001']",0 +Neutropenia,9,11,"[0.03958, 0.008116]","[1.174, 0.815]","['A_2402', 'DPB1_0301']",0 +"Nevus, non-neoplastic",11,6,"[0.02126, 0.01786, 0.03191]","[1.953, 1.989, 1.614]","['B_2705', 'C_0202', 'DQB1_0302']",0 +Non-autoimmune hemolytic anemias,12,9,"[0.02663, 0.00418, 0.04897, 0.03912, 0.04585, 0.04842]","[2.148, 2.031, 0.493, 2.929, 1.67, 0.492]","['A_2902', 'DQA1_0102', 'DQA1_0201', 'DQB1_0502', 'DQB1_0602', 'DRB1_0701']",0 +Non-healing surgical wound,7,6,"[0.02774, 0.01442, 0.0369, 0.006768, 0.01977, 0.004033, 0.04121, 0.04575, 0.002297, 0.01286]","[2.527, 1.901, 0.611, 0.252, 1.528, 1.751, 2.367, 0.459, 2.084, 0.282]","['B_4002', 'C_0202', 'DQA1_0101', 'DQA1_0103', 'DQA1_0301', 'DQB1_0302', 'DQB1_0502', 'DQB1_0603', 'DRB1_0404', 'DRB1_1301']",0 +Nonrheumatic mitral valve disorders,9,9,"[0.009863, 0.04563, 0.01631, 0.00303]","[0.732, 0.789, 1.287, 1.32]","['A_2902', 'C_1601', 'DQB1_0604', 'DRB1_1302']",0 +Obesity,9,13,"[0.01122, 0.0469, 0.04481, 0.00329]","[0.795, 0.904, 0.801, 1.452]","['C_0802', 'DPB1_0201', 'DPB1_1101', 'DQB1_0502']",0 +Occlusion and stenosis of precerebral arteries,10,4,"[0.006132, 0.006484, 0.04995, 0.005089, 0.01403, 0.01895, 0.04466, 0.04854, 0.02513, 0.03025, 0.02223]","[1.434, 1.644, 1.233, 1.235, 1.442, 0.679, 1.146, 1.128, 1.166, 1.161, 0.568]","['B_1302', 'B_4002', 'B_5701', 'C_0602', 'C_0704', 'DPB1_1101', 'DQA1_0201', 'DQA1_0501', 'DQB1_0201', 'DRB1_0301', 'DRB1_0407']",0 +"Occlusion of cerebral arteries, with cerebral infarction",9,9,"[0.0497, 0.03075, 0.000566, 0.003211]","[1.574, 2.492, 2.371, 2.028]","['B_4001', 'B_4002', 'DQB1_0604', 'DRB1_1302']",0 +Open wounds of head; neck; and trunk,9,4,"[0.006956, 0.03614, 0.01977, 0.00464, 0.0001286, 0.02716, 0.02369]","[1.704, 1.394, 1.268, 1.253, 1.701, 0.569, 1.288]","['B_4002', 'B_5501', 'C_0303', 'DPB1_0201', 'DPB1_0601', 'DPB1_1301', 'DRB1_0404']",0 +Optic neuritis/neuropathy,9,5,"[0.01453, 0.0005502, 1.841e-05, 0.04775, 0.0001124]","[0.544, 1.833, 2.145, 0.485, 1.993]","['DPB1_0201', 'DQA1_0102', 'DQB1_0602', 'DQB1_0603', 'DRB1_1501']",0 +Organic or persistent insomnia,11,8,"[0.0007696, 0.001131, 0.02329, 0.01348, 0.001737, 0.04859, 0.03169, 0.005668, 0.00444]","[2.246, 2.183, 1.761, 0.348, 2.111, 0.598, 0.535, 1.964, 1.994]","['B_0702', 'C_0702', 'DPB1_0201', 'DPB1_0301', 'DQA1_0102', 'DQA1_0501', 'DQB1_0301', 'DQB1_0602', 'DRB1_1501']",0 +Other abnormal glucose,9,13,"[0.0355, 0.02697, 0.04905, 0.04753, 0.01344, 0.03076]","[0.63, 0.8, 1.154, 0.82, 1.194, 0.795]","['B_4901', 'DQA1_0103', 'DQB1_0302', 'DQB1_0603', 'DRB1_0401', 'DRB1_1301']",0 +Other and unspecified coagulation defects,9,11,"[0.04407, 0.04715, 0.0255, 0.01941]","[1.313, 1.49, 0.731, 0.647]","['B_2705', 'B_3701', 'B_4001', 'B_5701']",0 +Other anemias,8,7,"[0.0399, 0.02686, 0.03925, 0.03678, 0.01732, 0.04092]","[0.933, 1.068, 1.072, 0.803, 1.243, 1.072]","['B_0702', 'DQA1_0501', 'DQB1_0201', 'DQB1_0502', 'DRB1_0103', 'DRB1_0301']",0 +Other aneurysm,14,9,"[0.005478, 0.04022, 0.02975, 0.02965, 0.04109, 0.04165, 0.04158, 0.04263, 0.009863, 0.01152, 0.03183, 0.003717, 0.01129, 0.04057, 0.02763, 0.01964, 0.007545]","[0.49, 0.716, 0.753, 0.729, 1.498, 1.419, 1.315, 1.254, 0.746, 1.27, 0.835, 0.764, 0.699, 1.4, 0.621, 0.567, 1.386]","['A_2501', 'B_1801', 'B_4001', 'B_4403', 'B_4901', 'B_5501', 'B_5701', 'C_0303', 'C_0304', 'C_0602', 'DPA1_0103', 'DPA1_0201', 'DPB1_0101', 'DPB1_0501', 'DQB1_0402', 'DRB1_0801', 'DRB1_1302']",0 +Other benign neoplasm of connective and other soft tissue,11,6,"[0.02745, 0.03416, 0.03966]","[0.108, 2.995, 0.459]","['A_1101', 'B_3901', 'DPB1_0201']",0 +Other complications of pregnancy NEC,11,9,"[0.04496, 0.0005578, 0.01683, 0.04984]","[2.58, 4.113, 2.177, 1.711]","['A_2301', 'B_3701', 'B_4403', 'DPB1_0201']",0 +Other demyelinating diseases of central nervous system,11,8,"[0.006511, 0.005784, 5.268e-06, 0.00602, 0.04938, 4.411e-08, 0.03388, 0.03783, 4.726e-08]","[1.52, 1.52, 1.939, 0.639, 1.655, 2.244, 2.08, 0.657, 2.233]","['B_0702', 'C_0702', 'DQA1_0102', 'DQA1_0301', 'DQA1_0401', 'DQB1_0602', 'DRB1_0103', 'DRB1_0401', 'DRB1_1501']",0 +Other disorders of circulatory system,11,12,"[0.04449, 0.01455, 2.314e-05, 0.005396, 0.03523, 0.03825, 0.03743, 0.04181, 0.04847]","[0.363, 0.33, 2.442, 0.721, 1.206, 1.432, 1.235, 1.459, 1.582]","['B_1401', 'B_3801', 'B_4002', 'DPB1_0402', 'DQA1_0301', 'DQB1_0402', 'DRB1_0401', 'DRB1_0801', 'DRB1_1201']",0 +Other disorders of eye,12,7,"[0.03422, 0.02985, 0.02966, 0.01281, 0.02425, 0.04234]","[0.708, 0.768, 0.756, 1.328, 0.73, 1.339]","['A_3101', 'B_4403', 'B_5101', 'B_5701', 'C_1601', 'DPB1_0501']",0 +Other disorders of liver,10,4,"[0.03393, 0.009829, 0.04641, 0.03656, 0.02806]","[1.532, 1.574, 1.19, 1.224, 1.236]","['C_0704', 'DPB1_0501', 'DQA1_0501', 'DQB1_0201', 'DRB1_0301']",0 +Other hereditary hemolytic anemias,9,11,[0.005177],[3.75],['DRB1_0103'],0 +Other hypertensive complications,9,9,"[0.0003372, 0.01349, 0.01162, 0.007221, 0.04586, 0.02571]","[1.994, 0.735, 1.557, 0.681, 1.174, 1.291]","['B_4002', 'B_4403', 'B_4901', 'C_1601', 'DPB1_0402', 'DRB1_1302']",0 +Other hypertrophic and atrophic conditions of skin,9,10,"[0.01282, 0.04385, 0.001458, 0.03364]","[1.244, 1.409, 1.685, 1.445]","['A_1101', 'B_3801', 'DRB1_0103', 'DRB1_0407']",0 +Other immunological findings,9,13,"[0.03797, 0.04814, 0.03289, 0.01051, 0.01828, 0.02743, 0.01159, 0.02124]","[0.526, 0.599, 0.484, 1.853, 0.253, 0.59, 0.529, 0.55]","['B_2705', 'B_4403', 'B_5701', 'C_1502', 'DPB1_1101', 'DQA1_0103', 'DQB1_0603', 'DRB1_1301']",0 +Other non-epithelial cancer of skin,11,6,"[0.02385, 0.003938, 0.01649, 0.001406, 0.01642, 0.01723, 0.004366]","[0.811, 1.433, 0.82, 0.735, 1.286, 1.375, 1.459]","['A_2902', 'B_3701', 'B_4403', 'C_1601', 'DPB1_0601', 'DRB1_0103', 'DRB1_0407']",0 +Other perinatal conditions of fetus or newborn,10,10,"[0.04317, 0.04808, 0.03147, 0.01938, 0.004067, 0.03465]","[1.379, 0.761, 1.297, 0.734, 2.211, 1.666]","['B_3501', 'C_0501', 'DPB1_0301', 'DRB1_0401', 'DRB1_0407', 'DRB1_1104']",0 +Other persistent mental disorders due to conditions classified elsewhere,10,8,"[0.03708, 0.0486, 0.04089]","[1.232, 0.408, 1.443]","['B_0702', 'DPB1_1701', 'DQB1_0503']",0 +Other specified diseases of hair and hair follicles,9,10,"[0.02139, 0.0263, 0.02, 0.04869]","[1.919, 2.19, 1.711, 1.631]","['A_2601', 'B_3801', 'B_5101', 'C_1203']",0 +Other specified nonpsychotic and/or transient mental disorders,10,8,"[0.03045, 0.01174, 0.04047]","[1.267, 1.368, 0.82]","['A_6801', 'DPB1_1101', 'DQB1_0603']",0 +Other specified peripheral vascular diseases,9,9,"[0.04322, 0.00349, 0.04313]","[0.423, 2.843, 1.893]","['A_2402', 'B_1302', 'DRB1_1302']",0 +Otitis externa,12,6,"[0.03249, 0.03362, 0.04504]","[1.345, 1.74, 0.667]","['A_0301', 'B_5501', 'C_0304']",0 +Pancreatic cancer,11,6,[0.04032],[1.347],['A_0201'],0 +Pancytopenia,9,11,"[0.04962, 0.01948, 0.02724]","[1.565, 0.55, 0.568]","['B_3901', 'DPB1_0501', 'DRB1_0801']",0 +Pericarditis,9,9,"[0.002524, 0.03615, 0.01043, 0.0001939]","[1.487, 1.444, 1.585, 1.786]","['A_2402', 'C_1601', 'DQB1_0604', 'DRB1_1302']",0 +Perinatal disorders of digestive system,8,11,"[0.03584, 0.0002581]","[0.401, 5.42]","['DQB1_0302', 'DRB1_1201']",0 +Perinatal jaundice,10,10,"[0.04519, 0.02688, 0.04107, 0.04957, 0.03752, 0.02727]","[1.691, 0.553, 0.592, 0.312, 0.605, 2.565]","['B_3501', 'B_4402', 'C_0501', 'DQB1_0604', 'DRB1_0401', 'DRB1_0407']",0 +Personality disorders,9,5,"[0.04742, 0.04539, 0.01022, 0.02224, 0.01399, 0.01013, 0.02276]","[0.242, 1.495, 0.466, 0.449, 1.671, 0.465, 1.609]","['A_2902', 'DQA1_0102', 'DQA1_0201', 'DQB1_0202', 'DQB1_0602', 'DRB1_0701', 'DRB1_1501']",0 +Pervasive developmental disorders,10,8,"[0.04087, 0.01837, 0.03617, 0.0327]","[0.793, 0.742, 1.52, 1.788]","['A_0101', 'B_0801', 'DQB1_0503', 'DRB1_0407']",0 +Pituitary dwarfism,9,13,[0.01902],[0.462],['C_0303'],0 +Poisoning by antibiotics,9,4,"[0.00393, 0.04698, 0.04681]","[2.325, 1.697, 1.44]","['B_5501', 'C_0102', 'DRB1_0401']",0 +"Poisoning by water, mineral, and uric acid metabolism drugs",9,3,"[0.03409, 0.008953, 0.02775, 0.03327, 0.02108, 0.01216, 0.01882]","[0.549, 2.428, 2.037, 1.94, 2.36, 2.907, 1.919]","['A_0301', 'A_2601', 'A_6801', 'B_5701', 'C_1502', 'DRB1_0103', 'DRB1_1101']",0 +Polycythemia vera,11,6,"[0.04948, 0.04734, 0.01428]","[0.468, 0.647, 0.655]","['B_1801', 'C_0501', 'DQB1_0301']",0 +Polymyalgia Rheumatica,8,8,"[0.01592, 0.02469, 0.01382, 0.0004771, 0.04742, 0.02171, 0.007058, 0.0001985, 1.311e-06, 0.0002774, 0.000802, 0.04093, 0.011, 6.241e-05, 0.0001971, 0.02537, 0.02585]","[0.556, 0.446, 1.789, 0.565, 1.414, 0.579, 1.923, 0.602, 1.639, 0.556, 1.469, 0.532, 0.498, 1.571, 0.602, 0.447, 0.61]","['A_2902', 'B_1302', 'B_4901', 'C_0602', 'C_0802', 'C_1601', 'DPB1_1401', 'DQA1_0201', 'DQA1_0301', 'DQB1_0202', 'DQB1_0302', 'DQB1_0503', 'DQB1_0604', 'DRB1_0401', 'DRB1_0701', 'DRB1_0801', 'DRB1_1302']",0 +Polyneuropathy due to drugs,10,8,"[0.01884, 0.01421]","[0.443, 1.907]","['A_2402', 'B_1801']",0 +Preeclampsia and eclampsia,10,10,[0.02898],[2.393],['B_3701'],0 +Primary biliary cirrhosis,6,9,"[0.03269, 0.008449, 0.02007, 0.02702, 0.0004469, 0.0003728, 0.0002364, 3.834e-08, 0.03614, 7.555e-05, 0.04143, 2.788e-08, 0.000834, 0.03023, 0.0005775, 2.725e-09, 0.01693, 0.0006051]","[1.605, 1.463, 1.369, 1.366, 1.66, 0.621, 0.565, 2.852, 1.353, 0.525, 1.357, 2.967, 0.544, 1.367, 1.865, 3.319, 0.491, 0.539]","['A_3201', 'B_0801', 'DPA1_0103', 'DPA1_0201', 'DPB1_0301', 'DPB1_0401', 'DQA1_0102', 'DQA1_0401', 'DQB1_0201', 'DQB1_0301', 'DQB1_0302', 'DQB1_0402', 'DQB1_0602', 'DRB1_0301', 'DRB1_0404', 'DRB1_0801', 'DRB1_1101', 'DRB1_1501']",0 +Primary hypercoagulable state,9,11,"[0.003355, 0.02668, 0.01976, 0.006689, 0.04626]","[0.382, 1.584, 0.257, 0.592, 0.666]","['A_2402', 'B_1501', 'B_5701', 'DPA1_0103', 'DPA1_0201']",0 +Problems associated with amniotic cavity and membranes,10,10,"[0.0437, 0.04776]","[1.884, 0.362]","['C_1601', 'DQB1_0603']",0 +Prostatitis,9,5,"[0.02935, 0.002179, 0.03375, 0.009107, 0.03206, 0.007704, 0.02575, 0.007346, 0.01757]","[1.44, 0.277, 0.597, 0.587, 1.405, 1.595, 0.617, 1.563, 1.485]","['B_0702', 'B_3501', 'C_0401', 'DQA1_0101', 'DQA1_0102', 'DQB1_0302', 'DQB1_0501', 'DQB1_0602', 'DRB1_1501']",0 +Protein-calorie malnutrition,9,13,"[0.007911, 0.03715, 0.00892, 0.03066]","[0.675, 1.185, 1.3, 1.331]","['A_2301', 'A_2902', 'DPB1_1101', 'DRB1_0103']",0 +Psychosis,10,8,"[0.04807, 0.007255, 0.03012]","[0.138, 0.148, 1.291]","['A_3001', 'B_1302', 'DQA1_0102']",0 +"Pulmonary embolism and infarction, acute",9,9,"[0.03316, 0.00541]","[1.604, 1.495]","['B_4901', 'DRB1_1302']",0 +Pulmonary heart disease,9,9,"[0.0319, 0.006327, 0.01579, 0.0247, 0.0292, 0.04807, 0.00463]","[0.737, 1.285, 0.595, 0.714, 1.245, 1.357, 1.287]","['B_1402', 'B_2705', 'B_3801', 'DPB1_1101', 'DQB1_0604', 'DRB1_0103', 'DRB1_1302']",0 +Purpura and other hemorrhagic conditions,9,11,"[0.04404, 0.03232, 0.03364, 0.03563, 0.009537, 0.0412, 0.005185, 0.005143, 0.00423, 0.003571]","[1.149, 1.372, 0.812, 0.758, 0.817, 1.129, 0.783, 0.801, 0.592, 0.785]","['A_1101', 'B_1401', 'B_5701', 'DPB1_0501', 'DQA1_0103', 'DQB1_0202', 'DQB1_0303', 'DQB1_0603', 'DRB1_0901', 'DRB1_1301']",0 +Rash and other nonspecific skin eruption,9,10,"[0.002092, 0.009079, 0.003956, 0.03061]","[1.172, 0.881, 1.368, 0.745]","['A_0101', 'A_0201', 'B_5501', 'DRB1_1104']",0 +Renal failure NOS,6,8,"[0.01762, 0.04524, 0.007436, 0.02854, 0.03097, 0.01509, 0.02786, 0.001629, 0.004687, 0.003442, 0.0308]","[0.482, 0.525, 1.31, 1.344, 0.499, 0.66, 1.23, 1.38, 1.938, 1.351, 0.682]","['A_2601', 'B_5501', 'DPA1_0201', 'DPB1_0101', 'DPB1_0501', 'DQA1_0103', 'DQA1_0501', 'DQB1_0201', 'DRB1_0103', 'DRB1_0301', 'DRB1_1301']",0 +Respiratory conditions of fetus and newborn,10,10,"[0.04186, 0.04022, 0.0127, 0.04436, 0.02199]","[0.7, 1.436, 0.643, 0.558, 1.909]","['B_4402', 'C_0303', 'C_0501', 'C_1601', 'DRB1_1104']",0 +Retention of urine,9,5,"[0.03852, 0.002815, 0.01638, 0.00337, 0.01484, 0.03473]","[1.233, 0.783, 1.184, 0.773, 1.205, 1.174]","['C_0303', 'DQA1_0101', 'DQA1_0102', 'DQB1_0501', 'DQB1_0602', 'DRB1_1501']",0 +Rupture of synovium,10,12,"[0.02354, 0.04596, 0.03399, 0.04473, 0.01631]","[2.574, 1.926, 2.311, 2.433, 2.581]","['B_5701', 'DPB1_0402', 'DQB1_0303', 'DQB1_0604', 'DRB1_1302']",0 +Scar conditions and fibrosis of skin,9,10,"[0.0417, 0.04671]","[0.235, 0.77]","['B_1401', 'DPB1_0301']",0 +Seborrheic dermatitis,9,10,"[0.03483, 0.01008, 0.02661, 0.03859, 0.0002335]","[1.513, 0.417, 0.326, 1.86, 0.493]","['B_5701', 'C_1601', 'DPB1_1101', 'DRB1_0103', 'DRB1_0401']",0 +Secondary diabetes mellitus,9,13,"[0.04767, 0.03503, 0.0308, 0.03805, 0.03554]","[0.314, 0.44, 1.543, 0.445, 1.714]","['C_1203', 'DQA1_0103', 'DQB1_0302', 'DQB1_0603', 'DRB1_0404']",0 +Secondary hypothyroidism,10,4,"[0.02079, 0.02734, 0.0268, 0.006753, 0.0115, 0.02583, 0.001769, 0.009212, 0.007672, 0.04324]","[1.599, 0.75, 0.608, 0.716, 0.581, 0.832, 1.248, 1.228, 1.235, 0.756]","['B_1401', 'B_4403', 'B_5501', 'C_0303', 'DPB1_1101', 'DQA1_0101', 'DQA1_0501', 'DQB1_0201', 'DRB1_0301', 'DRB1_1302']",0 +Secondary malignancy of brain/spine,11,6,"[0.02677, 0.01873, 0.02815, 0.04056]","[0.452, 0.752, 0.785, 0.801]","['B_4901', 'C_0401', 'DPB1_0402', 'DQB1_0501']",0 +Secondary malignancy of lymph nodes,11,6,"[0.03502, 0.01889, 0.03577, 0.02112, 0.0106, 0.02089]","[0.838, 1.159, 1.216, 1.312, 1.146, 0.861]","['B_4001', 'B_4402', 'B_5701', 'C_1502', 'DQB1_0301', 'DQB1_0302']",0 +Secondary malignant neoplasm of skin,7,9,"[0.03108, 0.005505, 0.03356, 0.03435, 0.03862]","[0.541, 1.893, 1.544, 1.311, 1.301]","['B_1801', 'C_1502', 'DPA1_0202', 'DQB1_0602', 'DRB1_1501']",0 +Secondary/extrinsic cardiomyopathies,8,6,"[0.04443, 0.04698, 0.007439, 0.0219]","[1.319, 1.738, 1.431, 1.628]","['A_1101', 'B_1401', 'B_1501', 'DRB1_1104']",0 +Short stature,9,13,"[0.01063, 0.009761, 0.04377]","[1.384, 0.552, 0.633]","['A_0101', 'DQA1_0103', 'DRB1_1301']",0 +Skin cancer,11,6,"[0.03762, 0.04801, 0.001932, 0.01886, 0.00627, 0.003418]","[1.205, 0.857, 1.397, 0.859, 0.802, 1.405]","['A_2601', 'A_2902', 'B_3701', 'B_4001', 'C_1601', 'DRB1_0407']",0 +Spasm of muscle,7,9,"[0.02645, 0.005045, 0.0194, 0.04329, 0.03935, 0.0174]","[1.399, 0.597, 1.4, 1.397, 1.234, 1.27]","['B_1801', 'B_3501', 'B_5101', 'DPA1_0202', 'DQB1_0602', 'DRB1_1501']",0 +Squamous cell carcinoma,9,8,"[0.0319, 0.04383, 0.02246, 0.00928, 0.04927, 0.03084, 0.03292, 0.008381]","[0.335, 0.501, 1.756, 0.268, 1.917, 0.639, 1.397, 1.696]","['A_2601', 'A_2902', 'B_1402', 'C_0102', 'DPB1_1401', 'DQB1_0202', 'DQB1_0302', 'DRB1_0404']",0 +Stress fracture,7,10,"[0.02285, 0.03085, 0.04492, 0.02346, 0.04581, 0.03339, 0.02355, 0.01383]","[2.166, 2.61, 0.452, 2.081, 0.482, 0.325, 2.08, 0.228]","['C_0401', 'DPA1_0202', 'DQA1_0102', 'DQA1_0201', 'DQA1_0501', 'DQB1_0602', 'DRB1_0701', 'DRB1_1501']",0 +Subdural hemorrhage,8,6,"[0.03533, 0.005385, 0.02392, 0.04769, 0.02687, 0.01911]","[1.57, 2.024, 2.418, 0.406, 1.532, 2.364]","['A_1101', 'A_3201', 'B_1401', 'B_1801', 'C_0602', 'DRB1_0407']",0 +Suicidal ideation,10,8,[0.02649],[0.49],['DPB1_0402'],0 +Suicidal ideation or attempt,9,6,"[0.02684, 0.04051, 0.01922, 0.02962]","[1.593, 1.422, 1.482, 1.45]","['A_1101', 'B_0702', 'C_0702', 'DRB1_1501']",0 +"Swelling, mass, or lump in head and neck [Space-occupying lesion, intracranial NOS]",10,8,"[0.004205, 0.02782, 0.03071, 0.03236, 0.007133]","[1.414, 0.708, 0.689, 0.771, 0.403]","['B_5701', 'C_1601', 'DPA1_0202', 'DQA1_0103', 'DRB1_0901']",0 +"Temporomandibular joint disorder, unspecified",5,8,"[0.03946, 0.004601, 0.009939, 0.01369]","[2.428, 2.492, 3.042, 1.978]","['A_2501', 'B_5101', 'DPB1_1001', 'DRB1_0101']",0 +Thrombocytopenia,9,11,"[0.04935, 0.007007, 0.02832, 0.00473, 0.03757, 0.02154]","[0.857, 0.785, 0.839, 0.586, 0.752, 0.825]","['DQA1_0103', 'DQB1_0303', 'DQB1_0603', 'DRB1_0901', 'DRB1_1104', 'DRB1_1301']",0 +Thyrotoxicosis with or without goiter,7,8,"[0.0002002, 0.009107, 0.02112, 0.01444, 0.0346, 0.04171, 0.03407, 2.313e-05, 2.419e-05, 8.96e-06, 0.03406]","[2.136, 0.609, 0.736, 0.584, 1.328, 1.648, 0.782, 1.486, 1.528, 1.561, 0.782]","['B_3503', 'B_4403', 'C_0501', 'C_1601', 'DPB1_0101', 'DPB1_1701', 'DQA1_0201', 'DQA1_0501', 'DQB1_0201', 'DRB1_0301', 'DRB1_0701']",0 +Tobacco use disorder,10,8,[0.001782],[0.592],['DPB1_1001'],0 +Transitory tachypnea or apnea of newborn,10,10,[0.008813],[3.074],['B_3701'],0 +Traumatic arthropathy,12,10,"[0.005945, 0.0353, 0.04855, 0.04323, 0.001032, 0.01346]","[2.393, 2.122, 1.594, 0.468, 2.833, 2.189]","['B_1801', 'DPA1_0202', 'DQA1_0102', 'DQB1_0302', 'DQB1_0604', 'DRB1_1302']",0 +Ulcer of esophagus,10,4,"[0.005047, 0.03858, 0.00656, 0.04861]","[2.449, 2.102, 1.933, 1.647]","['B_2705', 'C_0102', 'DQA1_0501', 'DQB1_0201']",0 +Uterine leiomyoma,9,9,"[0.009869, 0.004069, 0.01524, 0.03043, 0.02112, 0.0045, 0.00995]","[1.493, 0.331, 1.615, 0.56, 0.473, 1.783, 1.629]","['A_2402', 'A_2902', 'B_2705', 'B_4403', 'C_1601', 'DQB1_0604', 'DRB1_1302']",0 +Visual field defects,12,6,"[0.02758, 0.01148, 0.001947]","[2.079, 2.317, 2.585]","['A_2501', 'B_5501', 'DPB1_0501']",0 +Vitamin B-complex deficiencies,9,13,"[0.03106, 0.03836, 0.03728]","[1.578, 0.717, 0.702]","['C_0704', 'DQB1_0603', 'DRB1_1301']",0 +severe protein-calorie malnutrition,9,13,"[0.02067, 0.04716, 0.03071]","[0.476, 0.769, 1.557]","['B_4901', 'DQA1_0103', 'DRB1_1201']",0 diff --git a/outputs/clusters/phenotype_cluster_1.csv b/outputs/clusters/phenotype_cluster_1.csv index b1dc523..d38c2cb 100644 --- a/outputs/clusters/phenotype_cluster_1.csv +++ b/outputs/clusters/phenotype_cluster_1.csv @@ -1,317 +1,346 @@ phewas_string,x,y,p_values,odds_ratios,snps,cluster -ASCVD,8,0,"[0.0399, 0.02842, 0.02721, 0.01938, 0.02308, 0.01588, 0.03763]","[1.761, 1.606, 1.46, 1.429, 1.777, 1.395, 0.765]","['A_2301', 'A_3201', 'B_4001', 'C_0304', 'C_1502', 'DPB1_0201', 'DPB1_0401']",1 -Abdominal pain,11,1,"[0.01049, 0.02773, 0.01696, 0.03242, 0.02983, 0.04308, 0.03493, 0.02264, 0.01873]","[1.112, 0.932, 0.928, 0.844, 0.931, 0.933, 1.206, 0.928, 1.23]","['A_1101', 'B_0702', 'C_0702', 'DPB1_1001', 'DQB1_0201', 'DQB1_0302', 'DRB1_0103', 'DRB1_0301', 'DRB1_0407']",1 -Abnormal findings on mammogram or breast exam,10,6,[0.02539],[0.877],['DPB1_0201'],1 -Abnormal mammogram,10,6,[0.02888],[0.866],['DPB1_0201'],1 -Abnormal results of function study of thyroid,10,4,"[0.008909, 0.01666, 0.001409, 0.04607]","[2.261, 2.581, 3.549, 2.517]","['A_6801', 'C_0704', 'DPB1_1701', 'DRB1_0103']",1 -Abnormal serum enzyme levels,12,1,"[0.02817, 0.04419, 0.04264, 0.005867, 0.04771, 0.03681]","[1.465, 1.782, 0.625, 1.807, 0.733, 0.123]","['A_2902', 'B_3901', 'B_5101', 'B_5501', 'C_0401', 'C_1402']",1 -Abnormal sputum,12,1,"[0.001363, 0.01836]","[2.081, 1.846]","['A_3001', 'B_3901']",1 -Abnormal tumor markers,11,2,"[0.02737, 0.003445, 0.04716, 0.03352]","[0.368, 1.518, 0.677, 1.38]","['A_3201', 'DQA1_0102', 'DRB1_0401', 'DRB1_1501']",1 -Acid-base balance disorder,7,3,"[0.01668, 0.00866, 0.02649, 0.02254]","[1.243, 0.744, 1.505, 0.827]","['A_1101', 'C_0303', 'C_1402', 'DPB1_0402']",1 -Acidosis,7,3,"[0.03586, 0.04566, 0.008153, 0.03635]","[1.242, 0.78, 1.679, 0.823]","['B_4001', 'C_0303', 'C_1402', 'DPB1_0402']",1 -Acquired coagulation factor deficiency,12,1,"[0.00857, 0.0006253, 0.0004419, 0.03915, 0.01768]","[2.639, 5.06, 4.655, 0.293, 0.51]","['A_2902', 'B_3901', 'B_4901', 'C_0602', 'DPB1_0401']",1 -Acquired hemolytic anemias,6,0,"[0.02559, 0.03149, 0.03847, 0.009642, 0.02931, 0.006991, 0.04168]","[1.689, 1.434, 1.791, 0.158, 1.398, 0.293, 0.477]","['A_2902', 'B_0801', 'B_1402', 'B_5701', 'DQA1_0501', 'DQB1_0303', 'DRB1_0404']",1 -Actinic keratosis,7,2,"[0.00605, 0.02978, 0.0299, 0.04824, 0.00125]","[0.547, 0.76, 0.748, 0.876, 1.605]","['DPB1_1701', 'DQA1_0401', 'DQB1_0402', 'DRB1_0401', 'DRB1_0407']",1 -Acute pericarditis,10,2,"[0.03474, 0.0124, 0.009449, 0.007539, 0.02029]","[0.447, 2.089, 2.472, 2.947, 2.76]","['A_0301', 'A_2402', 'B_1801', 'DPB1_1101', 'DRB1_1104']",1 -Acute periodontitis,9,4,"[0.003918, 0.03328]","[2.31, 3.03]","['A_2402', 'DPB1_1701']",1 -Acute pharyngitis,7,1,"[0.002534, 0.001608, 0.04098, 0.02359, 0.001054, 0.004016, 0.03675, 0.03617, 0.03881, 0.02498, 0.0009996, 0.0006683, 0.04306]","[0.772, 1.596, 1.297, 1.358, 0.728, 0.781, 1.461, 1.31, 0.763, 0.841, 0.734, 0.724, 1.257]","['A_0101', 'A_2601', 'A_2902', 'A_6801', 'B_0801', 'C_0701', 'C_0704', 'C_1203', 'DPB1_0101', 'DQA1_0501', 'DQB1_0201', 'DRB1_0301', 'DRB1_1101']",1 -Acute renal failure,10,6,"[0.01368, 0.001302, 0.01216]","[1.122, 1.462, 1.125]","['DQB1_0201', 'DRB1_0103', 'DRB1_0301']",1 -Acute upper respiratory infections of multiple or unspecified sites,7,1,"[0.03541, 0.01484, 0.01493, 0.0373, 0.01048, 0.0055, 0.004897, 0.005953, 0.04865, 0.02253]","[0.907, 1.335, 1.247, 0.87, 1.298, 0.892, 0.873, 0.876, 0.76, 0.779]","['A_0301', 'A_3001', 'B_1302', 'DPB1_0101', 'DPB1_1001', 'DQA1_0501', 'DQB1_0201', 'DRB1_0301', 'DRB1_0901', 'DRB1_1104']",1 -Adrenal cortical steroids causing adverse effects in therapeutic use,9,3,"[0.03878, 0.01336, 0.03263, 0.02963, 0.009126]","[0.626, 1.88, 0.546, 0.567, 2.214]","['A_0301', 'B_1801', 'C_0401', 'DPB1_0301', 'DPB1_1101']",1 -Adult failure to thrive,9,3,"[0.0419, 0.01716, 0.02071, 0.01023]","[1.55, 1.482, 1.604, 1.924]","['A_2501', 'C_0202', 'DPB1_1101', 'DRB1_1201']",1 -Alcoholic liver damage,9,5,"[0.01265, 0.01971, 0.01471, 0.01176, 0.01149, 0.01492, 0.04669, 0.02449, 0.02016]","[1.527, 1.674, 0.491, 1.614, 0.165, 0.568, 1.467, 0.646, 2.348]","['A_0101', 'B_3501', 'C_0304', 'C_0401', 'C_1203', 'DPB1_0201', 'DPB1_0401', 'DQB1_0301', 'DRB1_0103']",1 -Alkalosis,9,2,"[0.002567, 0.0395, 0.03244, 0.0468, 0.03793, 0.003735, 0.04996, 0.03733]","[1.761, 0.661, 2.186, 2.067, 0.523, 2.153, 0.684, 0.665]","['A_1101', 'B_0801', 'B_1401', 'B_3901', 'DPB1_0101', 'DPB1_1101', 'DQB1_0201', 'DRB1_0301']",1 -Allergic rhinitis,7,1,"[0.0133, 0.01199, 0.02521, 0.006488, 0.008355, 0.01111, 0.03181, 0.02095, 0.0005871, 0.007812, 0.00862]","[1.254, 0.886, 1.233, 1.154, 0.883, 1.205, 1.311, 0.886, 0.864, 0.877, 0.878]","['A_2601', 'B_0702', 'B_1302', 'C_0602', 'C_0702', 'C_1203', 'C_1402', 'DPB1_0301', 'DQA1_0501', 'DQB1_0201', 'DRB1_0301']",1 -Alopecia,7,2,"[0.009478, 0.03937]","[0.308, 0.663]","['C_0202', 'DRB1_0401']",1 -Althete's foot,9,5,"[0.001061, 0.0228, 0.04854, 0.003524, 0.00402, 0.02465, 0.01154, 0.04499]","[2.707, 1.937, 0.404, 2.961, 2.303, 0.586, 1.859, 1.958]","['A_2601', 'B_2705', 'B_3501', 'B_3701', 'C_0102', 'DPA1_0103', 'DPB1_0401', 'DQA1_0401']",1 -Anemia in chronic kidney disease,6,1,"[0.02097, 0.04733, 0.04691, 0.02281, 0.004293, 0.03804, 0.03721, 0.04982]","[0.506, 0.557, 1.286, 0.618, 1.304, 1.24, 1.67, 1.226]","['A_2601', 'B_1302', 'B_1501', 'C_0202', 'DQA1_0501', 'DQB1_0201', 'DRB1_0103', 'DRB1_0301']",1 -Aneurysm of artery of lower extremity,9,4,"[0.008519, 0.003471, 0.02528]","[2.928, 4.038, 0.426]","['B_1302', 'DPB1_1701', 'DQA1_0101']",1 -Anomalous atrioventricular excitation,7,4,"[0.009773, 0.00681, 0.006085, 0.01525, 0.03738]","[1.931, 2.933, 1.895, 0.546, 1.633]","['B_1501', 'B_3701', 'C_0602', 'DQA1_0102', 'DRB1_0101']",1 -Arrhythmia (cardiac) NOS,8,0,"[0.002326, 0.001064, 0.0004944, 0.02426]","[1.401, 1.388, 1.413, 1.465]","['A_3201', 'B_2705', 'C_0202', 'DRB1_0103']",1 -Ascites (non malignant),12,1,"[0.01108, 0.01601, 0.01618, 0.03825, 0.04782, 0.044, 0.02273]","[0.459, 1.586, 1.597, 0.642, 0.676, 0.63, 1.537]","['A_3001', 'B_3901', 'B_4002', 'B_5501', 'DPB1_0601', 'DPB1_1001', 'DQB1_0502']",1 -Aseptic necrosis of bone,9,5,"[0.01577, 0.01897, 0.02119, 0.007235, 0.01871]","[1.779, 1.694, 1.678, 0.57, 1.51]","['A_6801', 'B_2705', 'C_0202', 'DPB1_0201', 'DPB1_0401']",1 -Astigmatism,6,3,"[0.01037, 0.02417, 0.04553, 0.02449]","[1.876, 0.568, 1.929, 2.28]","['C_0102', 'C_0401', 'C_0704', 'DQB1_0502']",1 -Atherosclerosis of aorta,9,1,"[0.02108, 0.03488, 0.005309, 0.04884, 0.04821, 0.01315]","[1.583, 2.298, 1.965, 1.44, 1.436, 2.096]","['A_1101', 'B_1401', 'C_0102', 'C_0602', 'DQB1_0202', 'DRB1_1104']",1 -Atherosclerosis of renal artery,8,1,"[0.002374, 0.0285]","[2.758, 1.625]","['B_4002', 'C_0202']",1 -Atrial flutter,8,1,"[0.01785, 0.02285, 0.03929, 0.009032, 0.01179, 0.004127, 0.03106, 0.02721, 0.02687, 0.02609]","[1.415, 0.438, 0.423, 1.783, 1.646, 1.453, 0.791, 1.517, 0.799, 1.338]","['A_3201', 'B_3801', 'B_3901', 'B_4002', 'B_4901', 'C_0202', 'C_0501', 'C_0704', 'DQB1_0501', 'DRB1_1302']",1 -Back pain,11,1,"[0.03748, 0.03192, 0.01625, 0.01561]","[1.16, 1.226, 0.899, 0.891]","['A_6801', 'DPB1_1301', 'DQB1_0501', 'DRB1_0101']",1 -Bacteremia,10,5,"[0.009889, 0.009016, 0.02568]","[1.352, 1.49, 1.189]","['A_3101', 'B_3701', 'C_0304']",1 -Bacterial enteritis,12,5,"[0.03475, 0.03126, 0.02583, 0.03447, 0.01528, 0.04259, 0.01848, 0.03363, 0.0008414, 0.01454]","[1.487, 1.314, 1.423, 0.804, 0.761, 0.586, 1.727, 0.788, 0.659, 1.399]","['A_2501', 'B_4001', 'C_0102', 'C_0701', 'DQB1_0201', 'DQB1_0503', 'DRB1_0103', 'DRB1_0301', 'DRB1_0401', 'DRB1_0404']",1 -Bacterial infection NOS,10,5,"[0.004877, 0.04245, 0.01716]","[1.251, 1.129, 0.905]","['A_3101', 'C_0303', 'DPB1_0401']",1 -Benign neoplasm of brain and other parts of nervous system,10,1,"[0.01257, 0.02095, 0.02886, 0.02289]","[1.701, 1.367, 1.387, 1.586]","['DPB1_1001', 'DQA1_0103', 'DRB1_0404', 'DRB1_1104']",1 -"Benign neoplasm of brain, cranial nerves, meninges",10,1,"[0.007433, 0.005437, 0.04726, 0.0421, 0.01184]","[1.791, 1.468, 0.765, 1.546, 1.44]","['DPB1_1001', 'DQA1_0103', 'DRB1_0401', 'DRB1_1104', 'DRB1_1301']",1 -"Benign neoplasm of eye, uveal",9,5,"[0.01517, 0.03292, 0.04277]","[0.377, 1.94, 2.394]","['DPB1_0201', 'DPB1_0401', 'DPB1_0501']",1 -Bipolar,12,1,"[0.02292, 0.008226, 0.03135, 0.003289, 0.03114]","[0.757, 1.431, 0.285, 2.064, 1.547]","['A_0301', 'A_1101', 'B_3801', 'B_3901', 'DPB1_0601']",1 -Bladder neck obstruction,10,3,"[0.04099, 0.004755]","[1.848, 2.881]","['B_5701', 'DPB1_1301']",1 -"Breast conditions, congenital or relating to hormones",9,3,"[0.03642, 0.01564]","[1.615, 2.158]","['B_1501', 'DPB1_1101']",1 -Bronchiectasis,6,2,"[0.0499, 0.005517, 0.009126]","[0.411, 0.285, 1.451]","['B_1402', 'C_0802', 'DQB1_0302']",1 -Calculus of kidney,9,5,"[0.02177, 0.01938, 0.03051, 0.04265]","[1.613, 0.664, 1.189, 0.552]","['B_1401', 'C_0102', 'DPB1_0401', 'DRB1_0901']",1 -Calculus of lower urinary tract,10,6,[0.01598],[1.78],['C_0702'],1 -Calculus of ureter,10,6,"[0.006677, 0.02421, 0.02014, 0.03792]","[0.729, 0.27, 0.516, 0.528]","['A_0201', 'A_2301', 'B_2705', 'C_0102']",1 -Cancer of of nasal cavities,9,2,"[0.001455, 0.02714, 0.02398, 0.0297]","[2.659, 2.541, 2.12, 2.511]","['B_1302', 'B_3901', 'DPB1_1101', 'DQB1_0502']",1 -Cancer of other female genital organs,10,0,"[0.01032, 0.03483, 0.03922, 0.017, 0.04782, 0.01034, 0.03771, 0.01344, 0.01461, 0.04265, 0.04951, 0.01799, 0.01421, 0.03232, 0.01042, 0.000769, 0.01192, 0.0003959, 0.03184, 0.02232, 0.01137, 0.02493, 0.04012, 4.833e-05]","[1.316, 1.258, 0.543, 0.718, 1.272, 0.697, 1.25, 1.66, 0.415, 1.228, 0.784, 1.64, 2.473, 1.683, 1.921, 2.612, 1.587, 2.667, 2.04, 0.593, 1.591, 0.599, 1.647, 2.326]","['A_0301', 'B_0702', 'B_1402', 'B_4402', 'C_0401', 'C_0501', 'C_0702', 'C_1502', 'DPB1_0501', 'DQA1_0102', 'DRB1_0301', 'DRB1_1104', 'A_3001', 'B_5101', 'B_5701', 'C_1502', 'DPB1_0301', 'DPB1_0601', 'DPB1_1301', 'DQB1_0201', 'DQB1_0302', 'DRB1_0301', 'DRB1_0404', 'DRB1_1101']",1 -Candidiasis,10,5,"[0.02755, 0.01873, 0.001081]","[1.193, 1.219, 0.445]","['DQB1_0501', 'DRB1_0101', 'DRB1_1104']",1 -Carbuncle and furuncle,7,2,"[0.02958, 0.02533]","[0.278, 1.695]","['C_0303', 'DPB1_0301']",1 -Cardiac arrest and ventricular fibrillation,8,0,"[0.003565, 0.02722, 0.03269, 0.01962, 0.04189, 0.001895]","[1.873, 1.637, 1.905, 1.925, 1.358, 2.473]","['A_3201', 'A_6801', 'B_3701', 'C_0704', 'DPB1_0402', 'DRB1_1201']",1 -"Cardiac complications, not elsewhere classified",10,3,"[0.04235, 0.03432, 0.005262, 0.01665]","[0.672, 2.298, 2.66, 0.539]","['A_0201', 'B_4901', 'DPB1_1301', 'DQA1_0101']",1 -Cardiac conduction disorders,8,0,"[0.02561, 0.03431, 0.01474, 0.0347, 0.04204]","[1.204, 0.729, 0.835, 0.838, 1.144]","['A_3201', 'B_3801', 'B_4403', 'C_1601', 'DPB1_0101']",1 -Cardiac defibrillator in situ,9,4,"[0.004243, 0.02932, 0.04617]","[1.939, 0.37, 1.614]","['B_1401', 'B_3801', 'DPB1_1701']",1 -Cardiac pacemaker in situ,8,0,"[0.002486, 0.0472, 0.03793, 0.01542]","[1.448, 0.79, 1.402, 1.57]","['A_3201', 'B_4403', 'C_0704', 'DPB1_1701']",1 -Cardiac pacemaker/device in situ,8,0,"[0.006282, 0.04955, 0.006952, 0.04901, 0.04877]","[1.349, 0.818, 1.552, 1.139, 1.139]","['A_3201', 'B_4403', 'DPB1_1701', 'DQA1_0201', 'DRB1_0701']",1 -Cardiogenic shock,11,1,"[0.04001, 0.0357, 0.03615, 0.006859]","[1.859, 1.995, 0.653, 2.548]","['A_2501', 'DPB1_1301', 'DQA1_0101', 'DRB1_0407']",1 -Cellulitis and abscess of arm/hand,7,2,"[0.03484, 0.01011]","[0.547, 1.555]","['B_5101', 'DPB1_0101']",1 -Cellulitis and abscess of fingers/toes,11,0,"[0.04015, 0.02016]","[1.893, 1.467]","['B_1401', 'DRB1_1101']",1 -"Cerebral artery occlusion, with cerebral infarction",8,3,"[0.02325, 0.01231, 0.02916, 0.03434, 0.02113]","[1.216, 1.577, 1.195, 0.806, 0.775]","['C_0702', 'DPB1_1001', 'DQA1_0102', 'DQB1_0501', 'DRB1_0101']",1 -Cerebral cysts,12,4,"[0.04074, 0.04813, 0.04622, 0.001567, 0.02486, 0.03469]","[0.511, 3.295, 3.346, 3.739, 2.068, 3.058]","['A_0201', 'DPB1_1401', 'DQB1_0502', 'DQB1_0503', 'DRB1_0401', 'DRB1_1401']",1 -Cervical intraepithelial neoplasia [CIN] [Cervical dysplasia],10,1,"[0.008494, 0.03864, 0.0382, 0.0393, 0.03547, 0.02487, 0.01394, 0.02771, 0.036, 0.02899]","[1.544, 0.493, 1.827, 1.975, 1.806, 0.557, 1.448, 1.517, 1.747, 0.545]","['A_2402', 'A_2902', 'C_0704', 'C_1402', 'DPB1_1001', 'DQA1_0103', 'DQB1_0302', 'DRB1_1101', 'DRB1_1104', 'DRB1_1301']",1 -Cholesteatoma,9,3,"[0.004537, 0.03855]","[2.903, 2.281]","['C_1502', 'DPB1_1101']",1 -"Chorioretinal inflammations, scars, and other disorders of choroid",8,3,"[0.04421, 0.03691, 0.008626]","[1.62, 0.122, 2.861]","['A_0201', 'B_4403', 'DPB1_1001']",1 -Chronic airway obstruction,6,2,"[0.0355, 0.004827, 0.02918, 0.01856, 0.001199, 0.03643]","[1.134, 0.805, 0.696, 1.17, 0.819, 1.127]","['A_2402', 'B_3501', 'B_3801', 'B_4001', 'C_0401', 'C_0602']",1 -Chronic fatigue syndrome,6,0,"[0.004613, 0.04096, 0.03658, 0.04691, 0.02285, 0.04912]","[2.35, 2.199, 0.373, 2.384, 0.342, 0.425]","['A_2402', 'A_2902', 'B_0801', 'B_1402', 'DQB1_0201', 'DRB1_0301']",1 -"Chronic kidney disease, Stage I or II",10,6,"[0.04683, 0.02539]","[1.291, 1.224]","['C_0303', 'DQA1_0501']",1 -Chronic laryngitis,6,3,"[0.02596, 0.03849, 0.03044, 0.0431, 0.01381, 0.0412, 0.0172, 0.02314]","[1.61, 0.298, 2.499, 0.396, 2.365, 0.303, 2.56, 0.533]","['A_2402', 'A_2902', 'B_1401', 'B_4403', 'C_0704', 'C_1601', 'DQB1_0502', 'DRB1_0401']",1 -Chronic pain syndrome,9,3,"[0.02594, 0.02138, 0.04525, 0.03901, 0.0264, 0.0488]","[0.445, 1.518, 0.605, 1.477, 1.91, 0.368]","['B_3501', 'B_4402', 'C_0401', 'C_0602', 'DPB1_1101', 'DQB1_0604']",1 -Chronic pulmonary heart disease,9,5,"[0.04577, 0.02129, 0.001525, 0.02644, 0.03755, 0.04714, 0.006507]","[0.875, 1.294, 0.321, 1.307, 0.865, 1.297, 1.612]","['A_0201', 'B_2705', 'B_3801', 'C_0102', 'DPB1_0401', 'DQA1_0401', 'DRB1_0103']",1 -Chronic ulcer of skin,7,2,[0.04861],[1.355],['DPB1_1001'],1 -Chronic ulcer of unspecified site,8,3,"[0.04145, 0.0142]","[0.647, 2.095]","['DPB1_0402', 'DPB1_1001']",1 -Circulatory disease NEC,8,1,"[0.02908, 8.718e-06, 0.03298, 0.01516, 0.01785, 0.0255, 0.04088, 0.0448]","[0.279, 2.864, 1.323, 1.433, 1.286, 1.309, 1.515, 1.275]","['B_3801', 'B_4002', 'C_0304', 'DPB1_0101', 'DQA1_0301', 'DQB1_0302', 'DQB1_0402', 'DRB1_0401']",1 -Colles' fracture,9,5,"[0.04224, 0.01371, 0.03568, 0.02163]","[1.552, 1.919, 2.192, 2.668]","['A_0101', 'DPB1_0401', 'DPB1_0501', 'DRB1_0103']",1 -Complication of amputation stump,8,2,"[0.01383, 0.00402, 0.04142, 0.005459, 0.03285]","[2.496, 3.531, 1.817, 3.384, 1.931]","['B_5101', 'C_1502', 'DPA1_0103', 'DPB1_0501', 'DQB1_0302']",1 -Concussion,8,3,"[0.005556, 0.0479, 0.02195]","[3.321, 2.798, 1.915]","['DPB1_1001', 'DPB1_1701', 'DRB1_0101']",1 -Congenital anomalies of face and neck,12,3,"[0.008611, 0.004818]","[1.51, 2.406]","['A_0201', 'DRB1_1401']",1 -Congenital anomalies of skull and face bones,12,3,[0.041],[2.429],['DRB1_1401'],1 -Congenital deformities of feet,10,2,"[0.01251, 0.03357, 0.02549, 0.02791, 0.000262, 0.005243]","[2.399, 1.754, 2.356, 2.601, 4.094, 3.751]","['B_1801', 'DPA1_0103', 'DPA1_0202', 'DPB1_0501', 'DRB1_1104', 'DRB1_1201']",1 -Convulsions,8,4,"[0.01104, 0.00893, 0.03739]","[0.584, 1.233, 0.777]","['B_3503', 'C_0303', 'DQB1_0604']",1 -Corneal degenerations,8,1,"[0.03798, 0.04267]","[3.472, 2.903]","['B_4002', 'C_0704']",1 -Corneal opacity,7,4,"[0.02294, 0.002774]","[1.609, 3.043]","['A_0101', 'B_3701']",1 -"Cyst of kidney, acquired",10,6,"[0.002126, 0.0165]","[2.443, 1.497]","['B_4002', 'DPB1_0101']",1 -Cystic fibrosis,11,0,"[0.01478, 0.03641, 0.02437, 0.01517, 0.02777, 0.004002]","[0.176, 0.122, 1.467, 0.177, 1.73, 1.877]","['A_3201', 'B_1402', 'C_0702', 'C_0802', 'C_1601', 'DRB1_1101']",1 -Cystitis,6,3,"[0.04475, 0.04846, 0.01802, 0.01805]","[0.134, 0.441, 1.863, 1.989]","['A_3001', 'B_1302', 'B_3503', 'DQB1_0502']",1 -Decubitus ulcer,7,2,"[0.04557, 0.03283, 0.01562]","[1.55, 0.802, 1.26]","['B_3801', 'DPB1_0201', 'DPB1_0301']",1 -Degenerative skin conditions and other dermatoses,7,2,"[0.02529, 0.03151, 0.006095, 0.01229, 0.0452, 0.01286, 0.04192]","[1.133, 1.223, 0.793, 0.673, 0.814, 1.36, 0.775]","['A_2402', 'A_2601', 'C_1601', 'DPB1_1701', 'DQB1_0402', 'DRB1_0407', 'DRB1_1401']",1 -Dependence on respirator [Ventilator] or supplemental oxygen,6,2,"[0.01374, 0.04377, 0.01358, 0.01801]","[1.834, 1.356, 0.667, 1.343]","['B_3701', 'B_4001', 'C_0401', 'DPB1_0301']",1 -Dermatomycoses,12,2,"[0.008747, 0.0006291, 0.04359, 0.003539, 0.02671]","[3.5, 4.139, 2.307, 4.653, 2.514]","['A_2301', 'A_2601', 'B_2705', 'B_3901', 'C_1203']",1 -Dermatophytosis,11,5,"[0.005766, 0.04842, 0.02695, 0.007163, 0.03576, 0.04896, 0.002237, 0.02922, 0.02678, 0.03854, 0.003017, 0.0005391, 0.04301, 0.04991, 0.009669]","[0.653, 0.571, 0.832, 1.713, 0.773, 1.221, 0.659, 1.29, 0.808, 0.846, 0.627, 1.411, 1.223, 1.167, 0.821]","['A_2902', 'A_3001', 'B_0702', 'B_1401', 'B_3501', 'B_4001', 'B_4403', 'C_0202', 'C_0401', 'C_0702', 'C_1601', 'DPB1_0101', 'DQA1_0103', 'DQB1_0201', 'DQB1_0301']",1 -Dermatophytosis / Dermatomycosis,11,5,"[0.005067, 0.02707, 0.04093, 0.01792, 0.003922, 0.04866, 0.04256, 0.002869, 0.00033, 0.04969, 0.03135, 0.04156, 0.01042, 0.04312]","[0.658, 0.837, 0.671, 1.604, 0.687, 1.253, 0.829, 0.635, 1.414, 0.85, 1.231, 1.168, 0.827, 1.227]","['A_2902', 'B_0702', 'B_1302', 'B_1401', 'B_4403', 'C_0202', 'C_0401', 'C_1601', 'DPB1_0101', 'DPB1_0201', 'DQA1_0103', 'DQB1_0201', 'DQB1_0301', 'DRB1_1301']",1 -Diabetes insipidus,11,0,"[0.04484, 0.0258, 0.006411, 0.03712]","[0.237, 1.757, 2.28, 1.694]","['DPB1_0101', 'DQB1_0602', 'DRB1_1101', 'DRB1_1501']",1 -Diseases due to other mycobacteria,10,5,[0.03069],[0.112],['C_0401'],1 -"Diseases of nail, NOS",7,2,[0.04398],[0.657],['DQB1_0301'],1 -Diseases of the larynx and vocal cords,6,2,"[0.01366, 0.02357, 0.02679, 0.01583]","[1.192, 0.749, 0.725, 1.388]","['A_0101', 'B_4403', 'C_1601', 'DQB1_0503']",1 -Disorder of skin and subcutaneous tissue NOS,7,2,"[0.02664, 0.01646, 0.04503]","[1.457, 0.182, 0.71]","['A_6801', 'DPB1_1701', 'DQB1_0603']",1 -Disorders of diaphragm,6,2,"[0.04771, 0.04277, 0.04394, 0.04066]","[1.601, 1.944, 2.235, 0.561]","['A_0201', 'B_2705', 'DPB1_0601', 'DQB1_0301']",1 -Disorders of magnesium metabolism,10,0,"[0.04818, 0.02703, 0.0437, 0.02337, 0.02492, 0.01147, 0.03617, 0.006126, 0.03767, 0.02384]","[0.613, 1.332, 0.798, 1.211, 1.626, 1.711, 0.472, 1.392, 1.448, 0.484]","['B_1302', 'B_5101', 'C_0501', 'DQB1_0301', 'DRB1_0103', 'DRB1_0407', 'DRB1_0901', 'DRB1_1101', 'DRB1_1104', 'DRB1_1401']",1 -Disorders of menstruation and other abnormal bleeding from female genital tract,10,6,"[0.01607, 0.01332]","[0.732, 1.576]","['A_2902', 'A_3001']",1 -Disorders of the autonomic nervous system,8,4,"[0.03281, 0.03731, 0.01271]","[1.672, 1.712, 2.194]","['B_2705', 'C_0102', 'DPB1_1001']",1 -Disorders of the globe,7,4,"[0.01854, 0.02654, 0.002826]","[1.702, 2.57, 0.47]","['A_0201', 'B_3701', 'DQA1_0501']",1 -Drusen (degenerative) of retina,6,3,"[0.02586, 0.005677]","[0.614, 2.852]","['A_0101', 'DQB1_0502']",1 -Dry eyes,9,4,[0.03181],[1.574],['DPB1_1701'],1 -Duodenitis,7,0,"[0.004819, 0.02714, 0.04877]","[2.655, 3.154, 0.242]","['A_3201', 'B_4002', 'DQA1_0103']",1 -E. coli,10,5,"[0.003816, 0.01314, 0.01425, 0.02416, 0.03644]","[1.389, 0.811, 1.451, 1.433, 1.436]","['C_0303', 'DPB1_0401', 'DQA1_0401', 'DQB1_0402', 'DRB1_0801']",1 -Early onset of delivery,12,3,"[0.02122, 0.04178, 0.01499]","[2.738, 1.77, 3.171]","['A_2601', 'DQA1_0101', 'DRB1_1401']",1 -Edema,11,2,"[0.00326, 0.03229, 0.03964, 0.04908]","[1.193, 0.783, 1.219, 1.307]","['A_1101', 'A_2501', 'B_1302', 'B_4002']",1 -Elevated cancer antigen 125 [CA 125],8,1,"[0.01887, 0.02574, 0.02887, 0.02093, 0.04926]","[2.07, 2.244, 3.727, 2.16, 2.821]","['A_0301', 'B_4001', 'B_4002', 'C_0304', 'C_0704']",1 -Emphysema,6,2,"[0.04924, 0.04179, 0.0006294]","[1.343, 0.772, 1.594]","['B_2705', 'C_0401', 'DRB1_1302']",1 -"Encephalopathy, not elsewhere classified",8,4,"[0.04359, 0.03212, 0.01881, 0.02625, 0.01097, 0.03273]","[0.801, 1.412, 1.781, 1.337, 1.841, 0.619]","['A_0301', 'A_6801', 'B_4002', 'DPB1_0101', 'DQB1_0502', 'DQB1_0604']",1 -"Encounter for long-term (current) use of anticoagulants, antithrombotics, aspirin",8,0,"[0.04441, 0.04225, 0.03131, 0.007376, 0.0121]","[1.343, 0.638, 1.313, 1.567, 1.591]","['A_3201', 'B_1402', 'B_5101', 'C_1502', 'DPB1_1301']",1 -Encounter for long-term (current) use of antiplatelets/antithrombotics,10,3,"[0.02998, 0.03506, 0.0269, 0.02569, 0.02629, 0.04064]","[0.422, 1.726, 2.582, 0.533, 2.307, 0.524]","['B_4402', 'C_0401', 'DPB1_1301', 'DQB1_0301', 'DQB1_0402', 'DRB1_1501']",1 -Encounter for long-term (current) use of aspirin,10,3,"[0.00222, 0.04472, 0.0006622, 0.04032, 0.001332, 0.04046]","[1.549, 0.646, 1.886, 0.545, 1.927, 0.809]","['B_5101', 'C_1203', 'C_1502', 'DPB1_1101', 'DPB1_1301', 'DQA1_0102']",1 -Endometrial hyperplasia,9,4,"[0.04338, 0.03471, 0.04243]","[2.584, 3.004, 1.716]","['DPB1_1301', 'DPB1_1701', 'DQA1_0101']",1 -Endometriosis,10,3,"[0.01648, 0.002804, 0.009321]","[1.952, 2.718, 2.491]","['C_0102', 'C_0704', 'DPB1_1301']",1 -Epilepsy,8,4,"[0.04662, 0.0195, 0.04724, 0.04843, 0.03515]","[0.846, 1.211, 1.382, 1.178, 1.327]","['A_0101', 'A_0301', 'A_2501', 'B_0702', 'C_0102']",1 -"Epilepsy, recurrent seizures, convulsions",8,4,"[0.02114, 0.0323]","[0.649, 1.176]","['B_3503', 'C_0303']",1 -Epiphora,6,3,"[0.005254, 0.04733, 0.00283]","[2.262, 0.523, 4.142]","['A_2402', 'DQB1_0301', 'DQB1_0502']",1 -Erectile dysfunction [ED],10,6,"[0.01071, 0.04441]","[0.73, 0.739]","['B_3501', 'C_1601']",1 -Erythematosquamous dermatosis,7,2,"[0.0248, 0.008835, 0.02463, 0.04372, 0.0001638]","[1.543, 0.41, 0.321, 1.831, 0.485]","['B_5701', 'C_1601', 'DPB1_1101', 'DRB1_0103', 'DRB1_0401']",1 -Excessive or frequent menstruation,10,6,"[0.04311, 0.0391]","[1.258, 0.425]","['A_0201', 'B_5501']",1 -Fever of unknown origin,11,1,"[0.002424, 0.04359, 0.02783]","[0.875, 1.229, 0.826]","['C_0401', 'DRB1_0407', 'DRB1_1104']",1 -Gangrene,11,1,"[0.01584, 0.004933, 0.01817, 0.01802, 0.02367]","[0.088, 1.898, 0.184, 1.728, 0.103]","['DQA1_0103', 'DQB1_0201', 'DQB1_0603', 'DRB1_0301', 'DRB1_1301']",1 -Gingival and periodontal diseases,9,4,"[0.03707, 0.01924, 0.005849, 0.04147]","[0.75, 1.751, 2.048, 0.78]","['A_0301', 'A_2301', 'DPB1_1701', 'DQA1_0301']",1 -Glomerulonephritis,10,6,"[0.0477, 0.01225, 0.03152, 0.03506]","[1.316, 0.629, 0.678, 1.931]","['B_0801', 'B_4402', 'C_0501', 'DRB1_0103']",1 -Gram negative septicemia,10,5,"[0.009542, 0.03216, 0.0479, 0.003652, 0.04636, 0.01909, 0.03166]","[1.714, 1.652, 1.434, 1.949, 0.737, 1.962, 0.583]","['A_3101', 'B_1302', 'B_5101', 'B_5501', 'DPB1_0201', 'DPB1_1401', 'DQB1_0303']",1 -Gram positive septicemia,10,5,"[0.03393, 0.04003, 0.02717]","[1.773, 1.899, 0.367]","['A_2501', 'B_3701', 'DPA1_0202']",1 -Heart transplant/surgery,9,0,"[0.02857, 0.001451, 0.02925, 0.01265, 0.04759, 0.04095, 0.04743, 0.000924, 0.03978, 0.02884]","[0.603, 1.679, 1.798, 1.659, 1.494, 1.233, 0.784, 2.181, 1.708, 0.766]","['A_2902', 'A_3201', 'B_4002', 'C_1502', 'DPB1_0601', 'DQB1_0301', 'DQB1_0602', 'DRB1_0103', 'DRB1_0407', 'DRB1_1501']",1 -Heart valve replaced,9,5,"[0.01793, 0.001192, 0.02585, 0.02609, 0.03077, 0.0192]","[0.524, 1.565, 0.364, 0.619, 0.649, 1.262]","['B_1402', 'B_2705', 'B_3801', 'C_0802', 'C_1203', 'DPB1_0401']",1 -Heartburn,7,1,"[0.03151, 0.04623, 0.0356, 0.003071, 0.01927, 0.04848, 0.02719, 0.0301, 0.04941]","[0.513, 1.713, 0.575, 0.312, 1.63, 0.642, 0.516, 0.522, 1.573]","['B_0801', 'B_4001', 'C_0701', 'DPB1_0301', 'DQA1_0102', 'DQA1_0501', 'DQB1_0201', 'DRB1_0301', 'DRB1_0401']",1 -"Hemangioma and lymphangioma, any site",11,0,"[0.01708, 0.02721]","[0.581, 1.579]","['C_0501', 'DRB1_1101']",1 -Hematological disorders of newborn,12,3,"[0.04987, 0.001296, 0.02931, 0.04843]","[1.803, 2.926, 2.971, 2.634]","['B_1501', 'C_0102', 'C_1402', 'DRB1_1401']",1 -Hematuria,10,6,[0.02528],[0.876],['A_0101'],1 -Hemoptysis,12,1,"[0.006703, 0.01876, 0.04115]","[1.987, 1.92, 0.48]","['A_3001', 'B_3901', 'DPB1_1101']",1 -Hemorrhage of fetus or newborn,10,1,"[0.02104, 0.0002876]","[3.116, 4.761]","['A_2301', 'DRB1_1104']",1 -Hemorrhoids,9,5,"[0.04077, 0.02846, 0.01408]","[1.163, 0.641, 0.551]","['DPB1_0401', 'DPB1_0501', 'DRB1_1401']",1 -Hepatomegaly,7,4,"[0.03407, 0.00198, 0.0195]","[2.477, 3.19, 0.253]","['B_3503', 'B_3701', 'C_0303']",1 -Herpes simplex,10,5,"[0.00773, 0.04474, 0.02356, 0.01602, 0.00999, 0.04004]","[1.474, 0.749, 0.604, 0.611, 1.498, 2.027]","['A_0101', 'A_0201', 'C_0401', 'DPB1_0402', 'DQB1_0302', 'DRB1_0407']",1 -Herpes zoster,10,5,"[0.04484, 0.004402, 0.0311, 0.0009058, 0.007163, 0.009831, 0.01468, 0.004424, 0.04756, 0.02874, 0.03068]","[0.596, 0.628, 1.638, 0.569, 0.689, 0.679, 1.575, 0.623, 1.734, 0.371, 1.453]","['B_1801', 'B_4402', 'B_5501', 'C_0501', 'DQA1_0101', 'DQB1_0501', 'DQB1_0604', 'DRB1_0101', 'DRB1_0103', 'DRB1_1104', 'DRB1_1302']",1 -Hidradenitis,12,6,"[0.03907, 0.0258, 0.005255, 0.01463]","[1.908, 1.979, 2.391, 2.167]","['B_0702', 'DQA1_0301', 'DQB1_0302', 'DRB1_0401']",1 -Hydronephrosis,10,6,"[0.0317, 0.035, 0.03818, 0.01969, 0.02609]","[1.403, 1.446, 0.713, 0.551, 0.472]","['A_3101', 'DPB1_0601', 'DQB1_0303', 'DQB1_0503', 'DRB1_1401']",1 -Hyperaldosteronism,7,3,"[0.03455, 0.03179, 0.003632]","[3.572, 3.109, 4.68]","['C_1402', 'DPB1_1001', 'DQB1_0502']",1 -Hyperhidrosis,7,0,"[0.0302, 0.01573, 0.0034]","[2.014, 1.895, 2.415]","['A_3201', 'B_4001', 'C_0102']",1 -Hypersomnia,12,1,"[0.0149, 0.006328, 0.01707]","[3.555, 2.846, 0.479]","['B_3901', 'DQA1_0401', 'DQA1_0501']",1 -Hypertrophic obstructive cardiomyopathy,9,4,"[0.008776, 0.01302, 0.01073, 0.01405, 0.02551]","[2.672, 2.888, 2.304, 3.132, 2.826]","['A_2501', 'B_3701', 'C_0802', 'C_1402', 'DPB1_1701']",1 -Hypertrophy of breast (Gynecomastia),9,3,[0.009567],[2.384],['DPB1_1101'],1 -Hypoparathyroidism,12,3,"[0.03637, 0.02678]","[2.951, 2.581]","['B_1401', 'DRB1_1401']",1 -Hypothermia/Chills,11,2,"[0.01539, 0.04279, 0.01906]","[2.3, 0.466, 2.991]","['B_5701', 'DQB1_0501', 'DRB1_1201']",1 -Hypoventilation,6,2,"[0.03987, 0.03663]","[1.557, 0.56]","['A_3101', 'B_1801']",1 -Iatrogenic hypotension,8,1,"[0.02962, 0.0278, 0.01496, 0.01284, 0.03458, 0.04]","[2.293, 2.315, 2.153, 3.652, 2.154, 2.043]","['A_3201', 'A_6801', 'B_4001', 'B_4002', 'C_0202', 'DRB1_0404']",1 -Infantile cerebral palsy,8,4,"[0.009331, 0.01734, 0.04978, 0.03641]","[2.66, 2.44, 0.507, 1.451]","['B_1401', 'B_4002', 'B_4403', 'DPB1_0301']",1 -Infection with drug-resistant microorganisms,10,5,[0.03426],[0.808],['DPB1_0401'],1 -Infection/inflammation of internal prosthetic device; implant; and graft,10,5,[0.01943],[1.443],['DPB1_1301'],1 -Inflammatory and toxic neuropathy,8,4,[0.04638],[1.68],['B_2705'],1 -Infusion and transfusion reaction,8,3,[0.0007649],[3.552],['DPB1_1001'],1 -Ingrowing nail,7,2,"[0.02598, 0.04445]","[2.013, 1.561]","['DPB1_1301', 'DQB1_0303']",1 -Intervertebral disc disorder with myelopathy,12,3,"[0.009672, 0.03349]","[3.367, 2.707]","['B_3503', 'DRB1_1401']",1 -Intestinal infection,12,5,"[0.002285, 0.02669, 0.02852, 0.02027, 0.02911, 0.02384, 0.0001061]","[1.386, 1.359, 1.239, 0.815, 0.835, 0.806, 0.66]","['B_4001', 'C_0102', 'C_0304', 'C_0701', 'DQA1_0301', 'DQB1_0201', 'DRB1_0401']",1 -Intestinal infection due to C. difficile,12,5,"[0.02716, 0.01437, 0.04287, 0.04706, 0.004931, 0.04549, 0.01617, 0.0009412, 0.03217]","[1.525, 1.48, 0.806, 0.716, 0.717, 0.58, 0.755, 0.653, 1.358]","['A_2501', 'C_0102', 'C_0701', 'DPB1_0101', 'DQB1_0201', 'DQB1_0503', 'DRB1_0301', 'DRB1_0401', 'DRB1_0404']",1 -Intracranial hemorrhage,8,0,"[0.01566, 0.01096, 0.02539, 0.03397, 0.04401]","[1.78, 1.513, 0.618, 1.263, 0.539]","['A_3001', 'A_3201', 'B_1801', 'DPB1_0301', 'DPB1_0601']",1 -Intracranial hemorrhage (injury),7,0,[0.03549],[1.628],['A_3201'],1 -Iron deficiency anemia secondary to blood loss (chronic),6,1,"[0.02887, 0.03072, 0.01282, 0.02764, 0.004425, 0.03448, 0.00917]","[0.678, 1.76, 0.709, 0.277, 1.348, 1.463, 1.282]","['B_3501', 'B_4002', 'C_0401', 'C_1402', 'DPB1_0201', 'DQA1_0401', 'DQA1_0501']",1 -Iron deficiency anemias,6,1,"[0.01972, 0.0326, 0.04858, 0.007663, 0.03243, 0.03781, 0.001406, 0.04665, 0.0008442, 0.04819]","[0.861, 0.853, 0.878, 1.158, 1.129, 0.875, 1.612, 0.877, 1.631, 0.704]","['B_0702', 'C_0401', 'DQA1_0201', 'DQA1_0501', 'DQB1_0301', 'DQB1_0602', 'DRB1_0103', 'DRB1_0701', 'DRB1_1201', 'DRB1_1401']",1 -"Iron deficiency anemias, unspecified or not due to blood loss",6,1,"[0.0413, 0.01756, 0.01828, 0.009603, 0.01243, 0.0003767, 0.0176, 0.0102]","[0.862, 0.646, 0.836, 1.176, 0.805, 1.781, 0.835, 1.548]","['B_0702', 'B_1302', 'DQA1_0201', 'DQA1_0501', 'DQB1_0202', 'DRB1_0103', 'DRB1_0701', 'DRB1_1201']",1 -Irregular menstrual cycle,10,6,"[0.03586, 0.04328, 0.0446, 0.02587, 0.009733, 0.01464, 0.009771]","[0.754, 1.566, 0.611, 1.57, 1.848, 0.71, 0.693]","['A_0301', 'A_2601', 'A_2902', 'A_3101', 'DPB1_1301', 'DQB1_0201', 'DRB1_0301']",1 -Irregular menstrual cycle/bleeding,10,6,"[0.03243, 0.01776]","[1.16, 0.713]","['A_0201', 'A_2902']",1 -Jaundice (not of newborn),7,1,"[0.0139, 0.04816, 0.02079, 0.00648, 0.03945, 0.007074]","[1.504, 0.692, 1.275, 1.364, 0.75, 1.36]","['B_1801', 'B_4001', 'DQA1_0501', 'DQB1_0201', 'DQB1_0302', 'DRB1_0301']",1 -Jaw disease NOS,7,1,"[0.02009, 0.01608, 0.01971, 0.01613, 0.02395, 0.01308, 0.01078, 0.0182, 0.01167, 0.04446]","[1.722, 0.426, 2.393, 0.524, 1.666, 1.787, 1.883, 0.464, 1.804, 0.543]","['A_0201', 'DPB1_0201', 'DPB1_1101', 'DQA1_0102', 'DQA1_0501', 'DQB1_0201', 'DQB1_0202', 'DQB1_0602', 'DRB1_0301', 'DRB1_1501']",1 -Lung disease due to external agents,6,2,[0.02281],[3.287],['A_3001'],1 -Lung transplant,8,3,"[0.04729, 0.03477, 0.03031, 0.0345]","[2.324, 0.518, 2.357, 2.663]","['B_4901', 'DPB1_0201', 'DPB1_1001', 'DRB1_0407']",1 -"Lymphoid leukemia, acute",8,3,"[0.03833, 0.008316, 0.01112]","[0.691, 1.929, 1.51]","['C_0401', 'DPB1_1001', 'DQA1_0103']",1 -Malaise and fatigue,11,2,"[0.01879, 0.04757, 0.005061, 0.007738, 0.0458]","[1.975, 1.975, 2.084, 1.905, 0.675]","['B_3503', 'B_4002', 'C_0704', 'DPB1_1101', 'DQB1_0202']",1 -Malignant neoplasm of gallbladder and extrahepatic bile ducts,7,0,"[0.04962, 0.03542]","[2.208, 2.229]","['A_3101', 'A_3201']",1 -"Malignant neoplasm of liver, primary",10,1,"[0.00954, 0.02033]","[1.915, 1.936]","['A_3101', 'DRB1_1104']",1 -Malignant neoplasm of retroperitoneum and peritoneum,10,0,"[0.04922, 0.006558, 0.02453, 0.01456, 0.03139, 0.01157, 0.01286, 0.007124, 0.04308, 0.03973, 0.02214]","[0.567, 2.433, 0.45, 3.113, 1.863, 0.499, 0.413, 0.365, 0.487, 1.876, 2.5]","['A_0101', 'A_3201', 'B_0801', 'B_3901', 'C_0303', 'DQA1_0301', 'DQB1_0201', 'DRB1_0301', 'DRB1_0401', 'DRB1_1101', 'DRB1_1104']",1 -Methicillin resistant Staphylococcus aureus,10,5,"[0.04298, 0.02741, 0.004167, 0.02675]","[0.594, 0.738, 0.619, 0.737]","['A_2902', 'DQA1_0201', 'DQB1_0202', 'DRB1_0701']",1 -Methicillin sensitive Staphylococcus aureus,10,5,"[0.04807, 0.03731, 0.03833, 0.004829]","[1.55, 1.248, 1.469, 1.872]","['B_3701', 'B_4402', 'DPB1_0601', 'DPB1_1401']",1 -Migrain with aura,8,4,"[0.04479, 0.04279, 0.01717]","[0.696, 1.724, 1.609]","['A_0201', 'B_1801', 'C_0501']",1 -Migraine,8,4,"[0.04438, 0.0005032, 0.02069, 0.03557, 0.04053, 0.02254]","[1.278, 1.494, 0.52, 0.705, 1.173, 0.808]","['A_2902', 'B_1801', 'B_3503', 'C_0102', 'C_0702', 'DPB1_0402']",1 -Multiple myeloma,9,5,"[0.02007, 0.04488, 0.03963, 0.04777]","[1.308, 0.646, 1.306, 1.478]","['A_0201', 'DPB1_0101', 'DPB1_0401', 'DQB1_0604']",1 -Muscular wasting and disuse atrophy,11,2,"[0.02367, 0.02233]","[1.698, 2.896]","['DQA1_0501', 'DRB1_1201']",1 -Myalgia and myositis unspecified,11,1,"[0.03995, 0.02986, 0.03491, 0.01502, 0.0234, 0.03771, 0.003752]","[0.869, 0.612, 1.137, 0.832, 1.379, 1.154, 0.588]","['A_0301', 'B_3801', 'DPA1_0103', 'DPB1_0402', 'DPB1_1301', 'DQB1_0302', 'DRB1_1104']",1 -Nausea and vomiting,11,2,[0.02064],[0.777],['B_3801'],1 -Neonatal bradycardia or tachycardia,12,4,"[0.006789, 0.03478, 0.02443, 0.02544]","[2.497, 2.851, 2.82, 3.463]","['B_1501', 'DPB1_1101', 'DQB1_0503', 'DRB1_1401']",1 -Nephritis and nephropathy with pathological lesion,10,6,"[0.01455, 0.002968, 0.01936, 0.004241]","[0.496, 0.381, 1.603, 0.376]","['DQA1_0103', 'DQB1_0603', 'DRB1_0404', 'DRB1_1301']",1 -Nerve root and plexus disorders,8,4,"[0.04627, 0.04944, 0.0388, 0.02357]","[1.679, 2.054, 1.764, 1.56]","['A_2902', 'B_3701', 'C_0102', 'C_0602']",1 -Nerve root lesions,7,4,"[0.01019, 0.02833]","[3.007, 1.675]","['B_3701', 'DQA1_0102']",1 -Nervous system congenital anomalies,11,0,"[0.03445, 0.02125, 0.04284]","[0.441, 2.154, 1.493]","['A_6801', 'DRB1_0407', 'DRB1_1101']",1 -Neural tube defects,11,0,"[0.04774, 0.03526, 0.009178]","[1.628, 0.288, 2.185]","['B_0702', 'B_1501', 'DRB1_1101']",1 -"Neuralgia, neuritis, and radiculitis NOS",11,1,"[0.006677, 0.005156, 0.02174, 0.008504]","[1.388, 0.735, 1.462, 0.731]","['DPB1_0101', 'DQB1_0501', 'DQB1_0503', 'DRB1_0101']",1 -Non-autoimmune hemolytic anemias,6,0,"[0.02663, 0.00418, 0.04897, 0.03912, 0.04585, 0.04842]","[2.148, 2.031, 0.493, 2.929, 1.67, 0.492]","['A_2902', 'DQA1_0102', 'DQA1_0201', 'DQB1_0502', 'DQB1_0602', 'DRB1_0701']",1 -"Noninflammatory disorders of ovary, fallopian tube, and broad ligament",12,2,"[0.03124, 0.01896, 0.006509, 0.03007, 0.02094, 0.006144, 0.01619, 0.04421, 0.03466, 0.04804]","[0.502, 0.391, 3.582, 3.086, 0.466, 2.503, 2.821, 0.485, 2.016, 0.491]","['A_0101', 'B_0801', 'B_3901', 'B_4002', 'C_0701', 'C_1203', 'DPB1_1301', 'DQB1_0201', 'DQB1_0303', 'DRB1_0301']",1 -Noninflammatory disorders of vulva and perineum,11,0,"[0.04802, 0.04268, 0.048, 0.03918, 0.04335, 0.008057]","[0.516, 2.878, 0.451, 2.636, 1.69, 2.309]","['A_0101', 'A_3001', 'B_0801', 'C_0704', 'DQB1_0301', 'DRB1_1101']",1 -Nonrheumatic pulmonary valve disorders,9,1,"[0.03577, 0.03245, 0.03499, 0.03957, 0.01372, 0.0007511, 0.02478, 0.03819, 0.03236, 0.02478, 0.04312]","[0.597, 1.938, 2.299, 0.618, 0.51, 2.027, 0.55, 1.566, 1.939, 2.22, 1.796]","['A_0101', 'A_6801', 'C_0704', 'DPA1_0103', 'DPA1_0201', 'DPB1_0301', 'DQA1_0101', 'DQB1_0302', 'DQB1_0604', 'DRB1_1104', 'DRB1_1302']",1 -Nonspecific findings on examination of blood,11,1,[0.03778],[0.687],['DPB1_0401'],1 -Obstructive sleep apnea,8,4,"[0.04519, 0.03463, 0.01374, 0.03938, 0.02443, 0.0008767]","[0.672, 0.764, 0.469, 0.818, 0.732, 1.601]","['A_2301', 'A_2902', 'B_1401', 'B_1501', 'C_0802', 'DPB1_1301']",1 -Occlusion and stenosis of precerebral arteries,7,1,"[0.006132, 0.006484, 0.04995, 0.005089, 0.01403, 0.01895, 0.04466, 0.04854, 0.02513, 0.03025, 0.02223]","[1.434, 1.644, 1.233, 1.235, 1.442, 0.679, 1.146, 1.128, 1.166, 1.161, 0.568]","['B_1302', 'B_4002', 'B_5701', 'C_0602', 'C_0704', 'DPB1_1101', 'DQA1_0201', 'DQA1_0501', 'DQB1_0201', 'DRB1_0301', 'DRB1_0407']",1 -Occlusion of cerebral arteries,8,3,"[0.009369, 0.01229, 0.008785]","[1.575, 0.782, 0.756]","['DPB1_1001', 'DQB1_0501', 'DRB1_0101']",1 -Open wound of finger(s),9,2,"[0.02392, 0.02312, 0.02353, 0.03188, 0.04117, 0.01515, 0.02416]","[2.595, 1.739, 0.5, 1.611, 0.522, 0.462, 2.12]","['B_3901', 'B_4001', 'B_4402', 'C_0304', 'C_0401', 'C_0501', 'DPB1_1101']",1 -Orthostatic hypotension,10,3,"[0.003723, 0.005214, 0.0002484, 0.02737, 0.01999]","[1.635, 1.661, 2.211, 0.743, 0.733]","['B_2705', 'C_0102', 'DPB1_1301', 'DQB1_0602', 'DRB1_1501']",1 -Other abnormality of urination,10,6,"[0.03347, 0.04126]","[0.837, 1.586]","['A_0201', 'C_1402']",1 -Other and unspecified disc disorder,11,4,"[0.04639, 0.009465, 0.006178, 0.04129]","[1.81, 3.917, 4.247, 2.922]","['A_0101', 'DPB1_1701', 'DQB1_0502', 'DRB1_1401']",1 -Other and unspecified disorders of back,7,4,"[0.02691, 0.04787, 0.02282, 0.03991]","[2.392, 2.493, 0.313, 0.504]","['B_3701', 'B_4002', 'C_0303', 'C_0401']",1 -Other anemias,6,1,"[0.0399, 0.02686, 0.03925, 0.03678, 0.01732, 0.04092]","[0.933, 1.068, 1.072, 0.803, 1.243, 1.072]","['B_0702', 'DQA1_0501', 'DQB1_0201', 'DQB1_0502', 'DRB1_0103', 'DRB1_0301']",1 -Other benign neoplasm of connective and other soft tissue,12,1,"[0.02745, 0.03416, 0.03966]","[0.108, 2.995, 0.459]","['A_1101', 'B_3901', 'DPB1_0201']",1 -Other complications of pregnancy NEC,7,4,"[0.04496, 0.0005578, 0.01683, 0.04984]","[2.58, 4.113, 2.177, 1.711]","['A_2301', 'B_3701', 'B_4403', 'DPB1_0201']",1 -"Other diseases of respiratory system, not elsewhere classified",6,2,"[0.01802, 0.02122, 0.04062]","[1.283, 0.811, 1.302]","['B_5101', 'C_0401', 'DQA1_0401']",1 -Other disorders of liver,7,1,"[0.03393, 0.009829, 0.04641, 0.03656, 0.02806]","[1.532, 1.574, 1.19, 1.224, 1.236]","['C_0704', 'DPB1_0501', 'DQA1_0501', 'DQB1_0201', 'DRB1_0301']",1 -Other disorders of middle ear and mastoid,9,3,"[0.007941, 0.04555, 0.004769]","[2.545, 0.36, 2.581]","['C_1502', 'DPB1_0101', 'DPB1_1101']",1 -Other disorders of soft tissues,9,5,"[0.03145, 0.03421, 0.02587, 0.04461]","[1.75, 1.727, 2.043, 1.709]","['B_0702', 'C_0702', 'DPB1_0401', 'DQB1_0501']",1 -Other disorders of the kidney and ureters,10,6,"[0.04631, 0.02515, 0.03604, 0.01902]","[1.22, 1.116, 1.309, 1.122]","['A_2501', 'DQB1_0201', 'DRB1_0103', 'DRB1_0301']",1 -Other disorders of thyroid,11,0,"[0.02478, 0.002619, 0.01676, 0.04598, 0.04859]","[0.738, 0.514, 1.949, 1.306, 1.462]","['A_0201', 'C_0401', 'C_0704', 'DQA1_0501', 'DRB1_1101']",1 -Other disorders of tympanic membrane,8,1,"[0.04661, 0.03572, 0.04506, 0.0268, 0.003379]","[1.45, 0.224, 2.325, 1.785, 1.73]","['A_0301', 'A_6801', 'B_4002', 'C_0202', 'DPB1_0201']",1 -Other forms of chronic heart disease,9,0,"[0.01586, 0.001159, 9.635e-05, 0.01776, 0.03011, 0.01361, 0.04794, 0.03426, 0.00545]","[1.325, 0.367, 1.943, 1.317, 1.195, 0.711, 1.333, 0.868, 1.458]","['A_3201', 'B_3801', 'B_4002', 'C_0102', 'C_0304', 'C_1203', 'C_1502', 'DPB1_0401', 'DPB1_0601']",1 -Other intestinal obstruction,9,5,"[0.02318, 0.03777]","[1.284, 1.199]","['A_1101', 'DPB1_0401']",1 -Other nonmalignant breast conditions,10,6,"[0.01587, 0.02337, 0.02117]","[1.617, 0.669, 0.809]","['A_3001', 'C_0102', 'DPB1_0201']",1 -Other nutritional deficiency,7,4,[0.005839],[2.985],['B_3701'],1 -Other peripheral nerve disorders,8,4,"[0.04796, 0.01366, 0.02422]","[1.225, 0.746, 1.257]","['A_3201', 'B_5701', 'C_0102']",1 -Other signs and symptoms in breast,8,3,"[0.04379, 0.04677, 0.02303, 0.00217]","[2.209, 0.136, 0.198, 2.559]","['A_3001', 'B_1402', 'C_0802', 'DPB1_1001']",1 -Other specified cardiac dysrhythmias,8,0,"[0.03001, 0.01497, 0.002835, 0.01563, 0.01022, 0.03238]","[1.253, 0.788, 1.332, 0.834, 1.193, 0.608]","['A_3201', 'B_4403', 'B_5701', 'C_0401', 'C_0602', 'C_1402']",1 -Other specified diffuse diseases of connective tissue,8,3,"[0.009741, 0.047, 0.01975]","[2.622, 0.497, 1.938]","['DPB1_1001', 'DQB1_0202', 'DRB1_0404']",1 -Other specified diseases of sebaceous glands,12,3,[0.02689],[2.164],['DRB1_1401'],1 -Other specified disorders of plasma protein metabolism,6,3,"[0.007495, 0.03715, 0.03648]","[2.189, 2.637, 0.224]","['B_1801', 'DQB1_0502', 'DRB1_0404']",1 -Other specified erythematous conditions,7,2,"[0.01281, 0.01034, 0.0007621, 0.002018]","[0.474, 2.29, 2.539, 1.984]","['A_0301', 'A_3101', 'C_0202', 'DPB1_0301']",1 -Ovarian cyst,9,1,"[0.01841, 0.01672, 0.001218, 0.03005, 0.00393]","[1.989, 1.589, 2.122, 0.728, 1.884]","['A_3001', 'A_6801', 'C_0704', 'DPB1_0201', 'DRB1_1104']",1 -Pallor and flushing,12,0,"[0.04022, 0.00278, 0.03659, 0.034, 0.02174, 0.03281, 0.04259, 0.03429, 0.04025, 0.005806]","[0.504, 2.326, 2.469, 2.244, 1.894, 2.1, 2.589, 2.701, 2.289, 2.443]","['A_0101', 'A_0201', 'A_2601', 'A_6801', 'B_4402', 'B_5101', 'C_0704', 'DPB1_1301', 'DQA1_0401', 'DRB1_0404']",1 -Palpitations,8,0,"[0.04655, 0.01419, 0.04735, 0.04543, 0.03534]","[1.207, 0.648, 1.123, 0.884, 1.181]","['A_3201', 'B_3801', 'DPB1_0301', 'DQB1_0302', 'DQB1_0303']",1 -Paralysis/spasm of vocal cords or larynx,6,2,"[0.03364, 0.02448]","[0.651, 0.48]","['DPB1_0402', 'DRB1_1101']",1 -Parkinson's disease,9,4,"[0.02629, 0.01605, 0.02706, 0.009962, 0.01145]","[0.632, 0.644, 2.014, 0.614, 0.439]","['C_0304', 'DPB1_0301', 'DPB1_1701', 'DQB1_0302', 'DRB1_0404']",1 -Paroxysmal supraventricular tachycardia,8,0,"[0.03854, 0.007061, 0.04358, 0.03327]","[1.422, 1.531, 0.685, 0.534]","['A_3101', 'A_3201', 'B_5101', 'DPB1_0501']",1 -"Paroxysmal tachycardia, unspecified",8,0,"[0.008452, 0.02493, 0.02901]","[1.334, 1.186, 0.767]","['A_3201', 'C_0304', 'C_1601']",1 -Paroxysmal ventricular tachycardia,8,0,"[0.008664, 0.03362, 0.04583, 0.02617]","[1.427, 1.25, 1.287, 1.216]","['A_3201', 'B_1501', 'C_0202', 'DQB1_0302']",1 -Pectus and other congenital anomalies of ribs/sternum,7,4,"[4.809e-05, 0.03532, 0.04805]","[5.373, 0.461, 0.423]","['B_3701', 'C_0701', 'DPB1_0201']",1 -Perforation of tympanic membrane,8,1,"[0.02235, 0.04462, 0.03041, 0.02925, 0.01268, 0.005302]","[1.547, 0.239, 2.491, 1.774, 1.926, 1.715]","['A_0301', 'A_6801', 'B_4002', 'B_5101', 'C_0202', 'DPB1_0201']",1 -Peripheral autonomic neuropathy,7,4,"[0.008059, 0.01981]","[3.119, 2.719]","['B_3701', 'DPB1_1301']",1 -Persistent vomiting,11,1,"[0.01817, 0.01081]","[2.164, 2.039]","['DPB1_0101', 'DRB1_0401']",1 -Pituitary hypofunction,11,0,[0.003095],[1.988],['DRB1_1101'],1 -Pneumonia,6,2,"[0.02368, 0.00016, 0.02944, 0.01045, 0.0002972]","[1.163, 0.781, 0.746, 1.201, 0.831]","['B_2705', 'B_3501', 'B_3801', 'C_0102', 'C_0401']",1 -Pneumonia due to fungus (mycoses),12,3,"[0.02058, 0.02863]","[1.851, 2.549]","['A_2402', 'DRB1_1401']",1 -"Poisoning by water, mineral, and uric acid metabolism drugs",10,0,"[0.03409, 0.008953, 0.02775, 0.03327, 0.02108, 0.01216, 0.01882]","[0.549, 2.428, 2.037, 1.94, 2.36, 2.907, 1.919]","['A_0301', 'A_2601', 'A_6801', 'B_5701', 'C_1502', 'DRB1_0103', 'DRB1_1101']",1 -Polycystic ovaries,8,3,[0.008479],[2.538],['DPB1_1001'],1 -Postmenopausal bleeding,9,4,"[0.01762, 0.01713, 0.0441, 0.01787, 0.009829, 0.006068, 0.01908]","[2.066, 0.398, 0.635, 2.063, 0.699, 0.639, 0.692]","['A_3001', 'A_6801', 'C_0303', 'DPB1_1701', 'DQA1_0102', 'DQB1_0602', 'DRB1_1501']",1 -Postoperative infection,10,5,"[0.02245, 0.009013, 0.01033, 0.00567, 0.0002136, 0.03275]","[1.314, 1.204, 1.372, 1.544, 1.459, 1.492]","['B_5701', 'DPA1_0103', 'DPA1_0202', 'DPB1_1001', 'DQB1_0303', 'DRB1_0103']",1 -Progressive myopia,7,4,"[0.01622, 0.02466, 0.02908, 0.01082]","[2.559, 3.256, 2.826, 0.4]","['B_1801', 'B_3701', 'DPB1_0601', 'DQA1_0501']",1 -Proliferative glomerulonephritis,9,5,"[0.02743, 0.04894]","[1.796, 0.365]","['DPB1_0401', 'DQA1_0103']",1 -Pseudomonal pneumonia,6,2,"[0.02848, 0.01408, 0.04006]","[0.111, 0.239, 1.639]","['B_1402', 'C_0802', 'C_1601']",1 -Psychogenic and somatoform disorders,12,4,"[0.009969, 0.01835]","[2.142, 2.28]","['DQB1_0503', 'DRB1_1401']",1 -Pulmonary insufficiency or respiratory failure following trauma and surgery,6,2,"[0.0254, 0.01382, 0.03647, 0.03682, 0.001994]","[0.619, 1.534, 0.724, 1.289, 1.556]","['B_1302', 'B_3701', 'C_1203', 'C_1601', 'DPB1_1101']",1 -Pyelonephritis,10,6,[0.003311],[2.026],['DRB1_0103'],1 -Redundant prepuce and phimosis/BXO,8,2,"[0.02834, 0.03198, 0.04537, 0.03158, 0.001478]","[1.773, 2.075, 0.308, 0.588, 2.633]","['B_5101', 'C_1502', 'C_1601', 'DPB1_0201', 'DPB1_0501']",1 -"Renal sclerosis, NOS",7,0,"[0.01848, 0.000759, 0.02058, 0.01653]","[2.235, 4.244, 1.78, 3.056]","['A_3201', 'B_1401', 'DQB1_0302', 'DRB1_0103']",1 -"Respiratory failure, insufficiency, arrest",6,2,"[0.009334, 0.02103, 0.02801, 0.009789]","[0.681, 1.337, 1.168, 0.844]","['B_3801', 'B_3901', 'C_0202', 'DQB1_0603']",1 -Respiratory insufficiency,8,1,"[0.04705, 0.001303, 0.01876, 0.01721, 0.01628, 0.04965, 0.04421, 0.02271]","[1.403, 2.167, 1.436, 0.659, 0.746, 0.819, 0.565, 0.39]","['A_3201', 'B_4002', 'C_0202', 'C_0303', 'DPB1_0201', 'DQA1_0301', 'DQB1_0503', 'DRB1_1401']",1 -Retinal edema,7,4,"[0.004929, 0.03629]","[2.845, 0.122]","['B_3701', 'C_0802']",1 -Right bundle branch block,8,0,"[0.03594, 0.02503, 0.002355, 0.02363]","[1.72, 0.48, 0.401, 1.507]","['A_3201', 'B_4001', 'C_0304', 'C_0602']",1 -Scar conditions and fibrosis of skin,7,2,"[0.0417, 0.04671]","[0.235, 0.77]","['B_1401', 'DPB1_0301']",1 -Scleritis and episcleritis,9,5,"[0.0214, 0.01635]","[2.091, 0.327]","['DPB1_0401', 'DPB1_0402']",1 -Seborrheic dermatitis,7,2,"[0.03483, 0.01008, 0.02661, 0.03859, 0.0002335]","[1.513, 0.417, 0.326, 1.86, 0.493]","['B_5701', 'C_1601', 'DPB1_1101', 'DRB1_0103', 'DRB1_0401']",1 -Second degree AV block,8,3,"[0.04285, 0.03268, 0.0006551, 0.03357, 0.048, 0.001418]","[0.453, 1.926, 3.127, 1.752, 0.568, 2.778]","['A_1101', 'A_3101', 'B_4901', 'B_5101', 'C_0501', 'DPB1_1001']",1 -Secondary hyperparathyroidism (of renal origin),10,6,"[0.04009, 0.02573, 0.005073, 0.01419, 0.03585]","[0.474, 1.783, 0.442, 2.458, 1.644]","['B_3501', 'C_0102', 'C_0401', 'DRB1_0103', 'DRB1_0404']",1 -Secondary hypothyroidism,7,1,"[0.02079, 0.02734, 0.0268, 0.006753, 0.0115, 0.02583, 0.001769, 0.009212, 0.007672, 0.04324]","[1.599, 0.75, 0.608, 0.716, 0.581, 0.832, 1.248, 1.228, 1.235, 0.756]","['B_1401', 'B_4403', 'B_5501', 'C_0303', 'DPB1_1101', 'DQA1_0101', 'DQA1_0501', 'DQB1_0201', 'DRB1_0301', 'DRB1_1302']",1 -Secondary/extrinsic cardiomyopathies,9,1,"[0.04443, 0.04698, 0.007439, 0.0219]","[1.319, 1.738, 1.431, 1.628]","['A_1101', 'B_1401', 'B_1501', 'DRB1_1104']",1 -Septic shock,10,5,[0.02326],[0.775],['C_0702'],1 -Septicemia,10,5,[0.01156],[1.363],['B_3701'],1 -Shock,11,2,"[0.008517, 0.02114, 0.04731, 0.02306, 0.03253]","[1.373, 1.48, 1.176, 0.833, 0.844]","['A_3201', 'B_3701', 'C_0501', 'DQB1_0602', 'DRB1_1501']",1 -Sleep apnea,8,4,"[0.01268, 0.04241, 0.008168]","[0.764, 1.139, 1.401]","['A_2902', 'B_4402', 'DPB1_1301']",1 -Solitary pulmonary nodule,6,2,"[0.01773, 0.034, 0.007507, 0.03161]","[1.941, 0.522, 2.161, 1.577]","['B_1801', 'B_4402', 'DQB1_0604', 'DRB1_0401']",1 -Spasm of muscle,11,2,"[0.02645, 0.005045, 0.0194, 0.04329, 0.03935, 0.0174]","[1.399, 0.597, 1.4, 1.397, 1.234, 1.27]","['B_1801', 'B_3501', 'B_5101', 'DPA1_0202', 'DQB1_0602', 'DRB1_1501']",1 -Specific nonpsychotic mental disorders due to brain damage,7,4,"[0.02705, 0.0002138, 0.03268, 0.01131]","[1.934, 5.086, 1.979, 2.109]","['B_0702', 'B_3701', 'C_0602', 'C_0702']",1 -Spina bifida,11,0,[0.02094],[2.109],['DRB1_1101'],1 -Staphylococcus infections,10,5,"[0.008341, 0.03998]","[1.503, 0.842]","['B_3701', 'DQB1_0202']",1 -Strabismus (not specified as paralytic),12,4,"[0.03561, 0.01835, 0.003796, 0.01769]","[1.942, 1.35, 1.911, 1.909]","['DPB1_1401', 'DQA1_0301', 'DQB1_0503', 'DRB1_1401']",1 -Streptococcus infection,10,5,"[0.009924, 0.01202]","[1.497, 1.725]","['A_3101', 'DRB1_0103']",1 -Subarachnoid hemorrhage,9,1,"[0.0006592, 0.04026, 0.02994, 0.0391, 0.01123, 0.003168, 0.04707, 0.004747, 0.02885, 0.0192]","[3.548, 2.138, 1.956, 1.606, 1.733, 0.49, 0.515, 0.372, 2.525, 2.295]","['A_3001', 'B_5501', 'C_0102', 'C_0401', 'DPB1_0301', 'DQA1_0301', 'DQB1_0202', 'DQB1_0302', 'DRB1_0103', 'DRB1_1104']",1 -Subdural hemorrhage,9,0,"[0.03533, 0.005385, 0.02392, 0.04769, 0.02687, 0.01911]","[1.57, 2.024, 2.418, 0.406, 1.532, 2.364]","['A_1101', 'A_3201', 'B_1401', 'B_1801', 'C_0602', 'DRB1_0407']",1 -Subdural hemorrhage (injury),7,0,[0.0003996],[2.48],['A_3201'],1 -Subjective visual disturbances,10,3,[0.02059],[2.071],['DPB1_1301'],1 -Supraventricular premature beats,12,1,"[0.03447, 0.003318, 0.003664, 0.03683]","[2.244, 2.686, 3.946, 2.329]","['A_6801', 'B_2705', 'B_3901', 'DQA1_0401']",1 -Swelling of limb,11,2,"[0.04695, 0.003487, 0.02931, 0.04416, 0.03155]","[0.678, 1.435, 1.565, 0.78, 0.778]","['A_2601', 'A_3201', 'B_1401', 'B_3501', 'DQA1_0103']",1 -Symptomatic artificial menopause,6,3,"[0.03352, 0.03283]","[1.711, 2.206]","['C_0102', 'DQB1_0502']",1 -Symptoms involving digestive system,6,3,"[0.01922, 0.005392, 0.04223, 0.01523, 0.04866]","[0.679, 1.96, 0.713, 2.139, 0.72]","['A_0301', 'A_2501', 'DQB1_0201', 'DQB1_0502', 'DRB1_0301']",1 -Symptoms involving female genital tract,12,3,"[0.03402, 0.01762, 0.03678, 0.04454, 0.02486]","[0.485, 2.253, 0.49, 1.935, 2.619]","['DQB1_0201', 'DQB1_0604', 'DRB1_0301', 'DRB1_1302', 'DRB1_1401']",1 -Symptoms involving nervous and musculoskeletal systems,11,0,"[0.0383, 0.02459, 0.02159, 0.0439, 0.00236]","[0.477, 2.62, 0.44, 0.502, 2.432]","['B_0801', 'DPB1_1001', 'DQB1_0201', 'DRB1_0301', 'DRB1_1101']",1 -Symptoms involving respiratory system and other chest symptoms,6,2,"[0.03016, 0.01906, 0.03494]","[1.291, 1.39, 1.397]","['B_5101', 'DQA1_0401', 'DRB1_0801']",1 -Symptoms of the muscles,7,3,"[0.03962, 0.01546, 0.00158, 0.01982, 0.04038]","[1.564, 0.526, 2.995, 1.58, 2.23]","['A_1101', 'C_0501', 'C_1402', 'DPB1_0401', 'DQB1_0502']",1 -Syncope and collapse,11,2,"[0.03612, 0.01488, 0.0303, 0.0005224, 0.04273, 0.0437, 0.02813]","[0.9, 1.191, 0.708, 0.478, 1.312, 0.814, 0.778]","['A_0201', 'A_1101', 'A_2301', 'B_3801', 'B_4901', 'C_1601', 'DPA1_0202']",1 -Systemic sclerosis,10,2,"[0.02671, 0.001389, 0.008867, 0.03184, 0.008853, 0.04071, 6.604e-05]","[1.643, 2.39, 0.598, 0.62, 0.597, 1.958, 2.674]","['B_1801', 'DPB1_1301', 'DQA1_0201', 'DQB1_0202', 'DRB1_0701', 'DRB1_0901', 'DRB1_1104']",1 -"Temporomandibular joint disorder, unspecified",8,3,"[0.03946, 0.004601, 0.009939, 0.01369]","[2.428, 2.492, 3.042, 1.978]","['A_2501', 'B_5101', 'DPB1_1001', 'DRB1_0101']",1 -Temporomandibular joint disorders,12,1,"[0.003996, 0.04339, 0.02573, 0.03753]","[2.891, 2.341, 0.628, 1.522]","['A_3001', 'B_3901', 'DQA1_0102', 'DRB1_0401']",1 -"Thoracic or lumbosacral neuritis or radiculitis, unspecified",11,1,"[0.00509, 0.04584, 0.009788, 0.02759, 0.02003, 0.04644, 0.01599, 0.03884, 0.008712, 0.02231]","[1.744, 0.674, 0.73, 0.788, 1.338, 0.829, 0.759, 0.787, 0.738, 1.349]","['C_0704', 'C_1203', 'DPB1_0402', 'DQA1_0101', 'DQA1_0103', 'DQA1_0501', 'DQB1_0201', 'DQB1_0501', 'DRB1_0301', 'DRB1_1301']",1 -Torsion dystonia,8,4,"[0.0274, 0.0207, 0.01904, 0.01392, 0.03, 0.0323]","[0.425, 2.472, 1.574, 1.528, 0.658, 1.488]","['B_3501', 'B_4002', 'C_0602', 'C_0701', 'DQB1_0301', 'DQB1_0302']",1 -Tracheostomy complications,6,2,"[0.04858, 0.006643, 0.02163]","[2.81, 2.227, 0.302]","['B_3503', 'C_0602', 'DRB1_0401']",1 -Transient alteration of awareness,9,4,"[0.01536, 0.03823]","[2.79, 2.403]","['C_1402', 'DPB1_1701']",1 -Tuberculosis,11,6,"[0.01279, 0.000582, 0.01521, 0.0418, 0.02252, 0.02092, 0.01522]","[2.178, 3.477, 2.734, 3.403, 2.04, 2.058, 2.155]","['B_0801', 'B_2705', 'C_0102', 'DPB1_1701', 'DQB1_0201', 'DRB1_0301', 'DRB1_0401']",1 -Type 2 diabetes with ophthalmic manifestations,7,1,"[0.03626, 0.04523, 0.04776, 0.01695, 0.02925, 0.007099, 0.03008, 0.01232, 0.009896, 2.956e-05, 1.988e-05, 0.02239]","[0.744, 1.297, 1.465, 1.391, 0.739, 1.422, 0.713, 1.861, 1.348, 1.668, 1.687, 0.724]","['B_0702', 'B_0801', 'B_5701', 'C_0602', 'C_0702', 'DPB1_0301', 'DPB1_0402', 'DPB1_1301', 'DQA1_0501', 'DQB1_0201', 'DRB1_0301', 'DRB1_1501']",1 -Ulcer of esophagus,7,1,"[0.005047, 0.03858, 0.00656, 0.04861]","[2.449, 2.102, 1.933, 1.647]","['B_2705', 'C_0102', 'DQA1_0501', 'DQB1_0201']",1 -Unstable angina (intermediate coronary syndrome),8,0,"[0.01473, 0.005484, 0.02508]","[1.358, 0.419, 0.717]","['A_3201', 'B_3801', 'C_1203']",1 -Upper gastrointestinal congenital anomalies,11,3,"[0.008362, 0.04785, 0.003459, 0.0006375, 0.01346]","[2.488, 2.853, 2.853, 4.131, 3.268]","['B_3501', 'B_3701', 'B_5101', 'C_1502', 'DRB1_1401']",1 -Urinary calculus,9,5,"[0.04862, 0.02976, 0.03588]","[0.622, 0.719, 1.163]","['B_3701', 'C_0102', 'DPB1_0401']",1 -Urinary obstruction,10,1,"[0.03851, 0.02283, 0.03365]","[0.423, 2.119, 1.791]","['A_3201', 'DRB1_0407', 'DRB1_1104']",1 -Urinary tract infection,10,6,"[0.04805, 0.03837]","[1.146, 1.119]","['A_6801', 'DPB1_0101']",1 -Vaginitis and vulvovaginitis,7,4,"[0.01105, 0.02914]","[1.99, 1.386]","['B_3701', 'C_0602']",1 -Varicose veins of lower extremity,9,4,"[0.01116, 0.02692, 0.04621, 0.02581, 0.0383, 0.02968]","[1.742, 2.007, 0.75, 1.487, 1.586, 1.405]","['C_0102', 'DPB1_1701', 'DQA1_0301', 'DQB1_0603', 'DQB1_0604', 'DRB1_0101']",1 -Vascular complications of surgery and medical procedures,7,0,[0.01915],[2.623],['A_3201'],1 -Ventral hernia,9,4,"[0.01483, 0.01088, 0.01516, 0.04909]","[1.502, 1.985, 1.412, 1.799]","['B_3501', 'B_3503', 'C_0401', 'DPB1_1701']",1 -Ventricular fibrillation and flutter,10,4,"[0.02039, 0.01134, 0.000107, 0.02693, 0.02287]","[2.055, 2.139, 3.523, 2.571, 2.639]","['A_3201', 'A_6801', 'C_0704', 'DPB1_1701', 'DRB1_1201']",1 -Viral Enteritis,12,5,"[0.01038, 0.01148, 0.01328, 0.01965, 0.02922, 0.008945, 0.04284, 0.0365, 0.03497, 0.01422, 0.03607]","[2.039, 1.805, 0.235, 1.651, 0.211, 0.616, 2.11, 0.592, 1.474, 0.46, 0.591]","['A_6801', 'B_4001', 'B_4403', 'C_0304', 'C_1601', 'DPB1_0401', 'DPB1_1301', 'DQA1_0201', 'DQA1_0501', 'DQB1_0202', 'DRB1_0701']",1 -Viral hepatitis B,9,3,"[0.03857, 0.04033, 0.02276, 0.03234]","[1.859, 1.585, 2.228, 2.479]","['B_2705', 'DPB1_0301', 'DPB1_1101', 'DRB1_1201']",1 -Viral infection,12,5,"[0.0133, 0.01537, 0.01547, 0.03274, 0.04498, 0.0005256, 0.02281, 0.0247, 0.001895, 0.02923, 0.003082]","[1.694, 1.349, 1.377, 1.262, 1.178, 0.753, 1.189, 1.399, 0.749, 1.575, 0.762]","['B_1401', 'B_2705', 'C_0102', 'C_0303', 'DQA1_0101', 'DQA1_0102', 'DQA1_0301', 'DQB1_0503', 'DQB1_0602', 'DRB1_0407', 'DRB1_1501']",1 -Viral warts & HPV,11,5,"[0.01152, 0.04008, 0.03444, 0.006956, 0.02355, 0.04876, 0.03974, 0.006089, 0.04978, 0.009762]","[0.574, 0.688, 1.378, 0.538, 1.533, 1.206, 0.788, 1.893, 0.797, 1.297]","['A_2902', 'B_4403', 'C_0202', 'C_1601', 'DPB1_0601', 'DQA1_0102', 'DQA1_0201', 'DRB1_0407', 'DRB1_0701', 'DRB1_1501']",1 -Voice disturbance,6,2,[0.04184],[0.684],['C_1601'],1 -Wegener's granulomatosis,9,5,"[0.03662, 0.001587, 0.02192, 0.01496, 0.04393, 0.04152]","[1.581, 0.465, 0.561, 1.753, 1.498, 0.303]","['C_0602', 'DPA1_0103', 'DPA1_0201', 'DPB1_0401', 'DQB1_0602', 'DRB1_1302']",1 -Wheezing,6,2,"[0.03966, 0.04368]","[1.239, 1.268]","['DQA1_0301', 'DQB1_0302']",1 +Abdominal pain,5,0,"[0.01049, 0.02773, 0.01696, 0.03242, 0.02983, 0.04308, 0.03493, 0.02264, 0.01873]","[1.112, 0.932, 0.928, 0.844, 0.931, 0.933, 1.206, 0.928, 1.23]","['A_1101', 'B_0702', 'C_0702', 'DPB1_1001', 'DQB1_0201', 'DQB1_0302', 'DRB1_0103', 'DRB1_0301', 'DRB1_0407']",1 +Abnormal electrocardiogram [ECG] [EKG],8,3,"[0.01753, 0.03209, 0.01421, 0.03181, 0.01463, 0.02434, 0.01159, 0.04345, 0.04429]","[0.815, 0.586, 1.453, 1.326, 1.34, 0.742, 0.673, 1.187, 1.193]","['A_0301', 'A_2301', 'A_2501', 'A_6801', 'B_2705', 'B_4403', 'C_1601', 'DQB1_0302', 'DRB1_0101']",1 +Abnormal results of function study of thyroid,9,2,"[0.008909, 0.01666, 0.001409, 0.04607]","[2.261, 2.581, 3.549, 2.517]","['A_6801', 'C_0704', 'DPB1_1701', 'DRB1_0103']",1 +Abnormal serum enzyme levels,1,5,"[0.02817, 0.04419, 0.04264, 0.005867, 0.04771, 0.03681]","[1.465, 1.782, 0.625, 1.807, 0.733, 0.123]","['A_2902', 'B_3901', 'B_5101', 'B_5501', 'C_0401', 'C_1402']",1 +Abnormal sputum,4,3,"[0.001363, 0.01836]","[2.081, 1.846]","['A_3001', 'B_3901']",1 +Abnormal tumor markers,5,0,"[0.02737, 0.003445, 0.04716, 0.03352]","[0.368, 1.518, 0.677, 1.38]","['A_3201', 'DQA1_0102', 'DRB1_0401', 'DRB1_1501']",1 +Acne,8,1,"[0.04658, 0.03903, 0.01481, 0.04867, 0.04895, 0.01965, 0.02139, 0.02392]","[1.598, 1.857, 1.752, 0.72, 0.511, 0.69, 1.579, 1.466]","['A_2601', 'A_3001', 'B_1302', 'C_0501', 'DQA1_0401', 'DQB1_0501', 'DQB1_0604', 'DRB1_1101']",1 +Acquired absence of breast,1,6,"[0.01144, 0.01952, 0.04943, 0.02732, 0.02286, 0.02315, 0.01909, 0.03942, 0.01089, 0.01108, 0.04306, 0.03973]","[1.555, 0.64, 1.357, 0.639, 1.294, 1.541, 1.665, 1.287, 0.73, 1.602, 1.282, 1.431]","['A_2902', 'B_1501', 'B_4001', 'C_0303', 'DPA1_0103', 'DPA1_0202', 'DPB1_0501', 'DQB1_0201', 'DQB1_0301', 'DQB1_0604', 'DRB1_0301', 'DRB1_1302']",1 +Acquired coagulation factor deficiency,2,0,"[0.00857, 0.0006253, 0.0004419, 0.03915, 0.01768]","[2.639, 5.06, 4.655, 0.293, 0.51]","['A_2902', 'B_3901', 'B_4901', 'C_0602', 'DPB1_0401']",1 +Acquired deformities of finger,1,5,[0.01031],[2.057],['A_0101'],1 +Acquired toe deformities,1,0,"[0.02547, 0.03584, 0.01414, 0.00726, 0.04453, 0.0004123, 0.0446, 0.04569]","[1.634, 0.757, 1.44, 1.347, 0.757, 1.538, 0.751, 0.437]","['DPB1_0501', 'DQA1_0101', 'DQA1_0103', 'DQA1_0301', 'DQB1_0201', 'DQB1_0302', 'DQB1_0501', 'DRB1_1104']",1 +Acute bronchitis and bronchiolitis,5,4,"[0.02516, 3.452e-05, 0.0003915, 0.03274, 0.02842, 0.04925, 0.01311, 0.03514, 0.03642, 0.02245, 0.04042, 0.02782]","[0.689, 1.875, 1.558, 1.471, 1.255, 1.162, 1.382, 1.428, 1.425, 1.168, 1.167, 1.162]","['A_2601', 'A_3001', 'B_1302', 'B_4002', 'C_0202', 'C_0602', 'DPB1_0501', 'DPB1_1401', 'DPB1_1701', 'DQA1_0201', 'DQB1_0202', 'DRB1_0701']",1 +Adrenal cortical steroids causing adverse effects in therapeutic use,3,4,"[0.03878, 0.01336, 0.03263, 0.02963, 0.009126]","[0.626, 1.88, 0.546, 0.567, 2.214]","['A_0301', 'B_1801', 'C_0401', 'DPB1_0301', 'DPB1_1101']",1 +Adult failure to thrive,3,4,"[0.0419, 0.01716, 0.02071, 0.01023]","[1.55, 1.482, 1.604, 1.924]","['A_2501', 'C_0202', 'DPB1_1101', 'DRB1_1201']",1 +Alcoholic liver damage,4,7,"[0.01265, 0.01971, 0.01471, 0.01176, 0.01149, 0.01492, 0.04669, 0.02449, 0.02016]","[1.527, 1.674, 0.491, 1.614, 0.165, 0.568, 1.467, 0.646, 2.348]","['A_0101', 'B_3501', 'C_0304', 'C_0401', 'C_1203', 'DPB1_0201', 'DPB1_0401', 'DQB1_0301', 'DRB1_0103']",1 +Allergic conjunctivitis,2,2,"[0.02074, 0.03726]","[1.465, 0.738]","['B_5101', 'DPB1_0301']",1 +"Allergies, other",1,3,"[0.02605, 0.01736]","[0.523, 0.45]","['DQA1_0101', 'DQB1_0501']",1 +Anal and rectal conditions,1,5,"[0.01554, 2.949e-05, 0.02286]","[1.527, 2.233, 0.698]","['B_5501', 'DRB1_0103', 'DRB1_1101']",1 +Anaphylactic shock NOS,1,3,"[0.04603, 0.01229]","[0.653, 2.701]","['A_0201', 'B_3503']",1 +Anatomical abnormatilies of kidney and ureters,6,3,[0.004084],[2.101],['A_3101'],1 +Anomalous atrioventricular excitation,0,5,"[0.009773, 0.00681, 0.006085, 0.01525, 0.03738]","[1.931, 2.933, 1.895, 0.546, 1.633]","['B_1501', 'B_3701', 'C_0602', 'DQA1_0102', 'DRB1_0101']",1 +Anterior pituitary disorders,2,3,"[0.02896, 0.04808]","[0.611, 1.753]","['DPA1_0201', 'DPA1_0202']",1 +Anticoagulants causing adverse effects,0,1,"[0.04588, 0.004339, 0.02972, 0.03597, 0.006544, 0.02119]","[2.395, 4.469, 0.208, 2.362, 4.165, 0.253]","['A_3101', 'B_1401', 'C_0602', 'C_0802', 'C_1402', 'DPB1_0301']",1 +Antineoplastic and immunosuppressive drugs causing adverse effects,1,3,"[0.02396, 0.03067, 0.04649, 0.03375]","[1.334, 0.543, 0.698, 1.195]","['A_2902', 'C_0704', 'DPA1_0202', 'DQB1_0602']",1 +Anxiety disorder,6,1,"[0.01264, 0.01282, 0.002302, 0.04167, 0.03905, 0.02148, 0.001696, 0.03011, 0.009521, 0.002592, 0.04358]","[0.712, 0.875, 1.178, 1.117, 1.259, 0.816, 0.848, 1.223, 1.237, 0.853, 1.164]","['A_2301', 'B_0801', 'B_4402', 'C_0501', 'C_0704', 'C_1601', 'DQB1_0201', 'DQB1_0503', 'DQB1_0604', 'DRB1_0301', 'DRB1_1302']",1 +Anxiety disorders,6,1,"[0.0337, 0.003048, 0.0377, 0.04887, 0.009191, 0.00102, 0.0005484, 0.001552, 0.005153]","[0.904, 1.153, 1.246, 1.101, 1.111, 0.858, 1.286, 0.862, 1.205]","['B_0801', 'B_4402', 'B_4901', 'C_0501', 'DQA1_0102', 'DQB1_0201', 'DQB1_0604', 'DRB1_0301', 'DRB1_1302']",1 +Arthropathy associated with neurological disorders,8,3,"[0.02872, 0.01407, 0.02121, 0.03215, 0.02424, 0.01676, 0.01599, 0.03395]","[0.276, 2.512, 2.19, 0.215, 0.383, 0.459, 0.407, 0.431]","['A_1101', 'A_2501', 'A_6801', 'B_3501', 'C_0401', 'DQA1_0101', 'DQB1_0501', 'DRB1_0101']",1 +Arthropathy associated with other disorders classified elsewhere,8,3,"[0.02374, 0.03205, 0.03256, 0.03114, 0.0195, 0.04445, 0.02554]","[0.354, 2.121, 1.934, 0.333, 0.442, 0.526, 2.188]","['A_1101', 'A_2501', 'A_6801', 'B_3501', 'C_0401', 'DRB1_0101', 'DRB1_0801']",1 +Ascites (non malignant),1,5,"[0.01108, 0.01601, 0.01618, 0.03825, 0.04782, 0.044, 0.02273]","[0.459, 1.586, 1.597, 0.642, 0.676, 0.63, 1.537]","['A_3001', 'B_3901', 'B_4002', 'B_5501', 'DPB1_0601', 'DPB1_1001', 'DQB1_0502']",1 +Asthma with exacerbation,4,3,"[0.02025, 0.04948, 0.04663, 0.029]","[1.652, 0.741, 0.136, 1.344]","['A_3101', 'B_0702', 'B_3801', 'DPB1_0201']",1 +Back pain,5,0,"[0.03748, 0.03192, 0.01625, 0.01561]","[1.16, 1.226, 0.899, 0.891]","['A_6801', 'DPB1_1301', 'DQB1_0501', 'DRB1_0101']",1 +Bacterial pneumonia,5,4,"[0.007604, 0.04534, 0.04274, 0.01859, 0.007598, 0.01867, 0.005058, 0.02393, 0.007011]","[1.697, 1.32, 0.825, 0.778, 1.404, 1.203, 1.266, 1.235, 1.255]","['A_3001', 'A_6801', 'B_0801', 'C_0401', 'C_1601', 'DPA1_0103', 'DQA1_0201', 'DQB1_0202', 'DRB1_0701']",1 +Bariatric surgery,1,5,"[0.04584, 0.03857]","[0.312, 1.749]","['A_2601', 'B_1302']",1 +Barrett's esophagus,2,6,"[0.01852, 0.03846, 0.02448, 0.04261, 0.02548, 0.01876]","[1.632, 1.892, 2.316, 2.363, 1.895, 0.541]","['A_2402', 'B_1402', 'B_3503', 'B_3901', 'DPA1_0202', 'DPB1_0402']",1 +Benign neoplasm of adrenal gland,5,6,"[0.04753, 0.04113, 0.009866, 0.04967, 0.04022, 0.01917, 0.02446]","[3.273, 1.816, 0.155, 2.015, 0.294, 3.415, 2.233]","['B_4002', 'DQA1_0301', 'DQB1_0501', 'DQB1_0603', 'DRB1_0101', 'DRB1_0901', 'DRB1_1301']",1 +Benign neoplasm of brain and other parts of nervous system,5,3,"[0.01257, 0.02095, 0.02886, 0.02289]","[1.701, 1.367, 1.387, 1.586]","['DPB1_1001', 'DQA1_0103', 'DRB1_0404', 'DRB1_1104']",1 +"Benign neoplasm of brain, cranial nerves, meninges",5,3,"[0.007433, 0.005437, 0.04726, 0.0421, 0.01184]","[1.791, 1.468, 0.765, 1.546, 1.44]","['DPB1_1001', 'DQA1_0103', 'DRB1_0401', 'DRB1_1104', 'DRB1_1301']",1 +Benign neoplasm of colon,7,0,"[0.0248, 0.02147, 0.02199, 0.004869, 0.04623]","[0.892, 1.278, 1.433, 1.294, 0.797]","['A_0201', 'B_1402', 'B_4002', 'C_0802', 'DPA1_0202']",1 +Benign neoplasm of respiratory and intrathoracic organs,9,0,"[0.02859, 0.01352]","[1.589, 1.678]","['B_4402', 'C_0501']",1 +Benign neoplasm of skin,6,2,"[0.001077, 0.01453, 0.01494, 0.004143, 0.008426]","[1.445, 1.437, 1.213, 1.254, 1.242]","['A_2601', 'B_3801', 'DQA1_0103', 'DQB1_0603', 'DRB1_1301']",1 +Blindness and low vision,2,2,"[0.007459, 0.0001123, 0.01761, 0.03451, 0.03248, 0.02785, 0.0241, 0.03752]","[2.164, 2.314, 1.499, 0.569, 1.38, 0.491, 1.38, 0.583]","['A_3001', 'B_1302', 'B_4001', 'B_4403', 'C_0602', 'C_1601', 'DQB1_0302', 'DRB1_1101']",1 +Breast cancer,2,1,"[0.01574, 0.0352, 0.0007168, 0.00203, 0.02748, 0.03551]","[1.193, 0.757, 0.816, 0.804, 0.627, 0.725]","['A_2402', 'DQA1_0401', 'DQB1_0301', 'DRB1_0401', 'DRB1_0407', 'DRB1_0801']",1 +Breast cancer [female],2,1,"[0.01851, 0.003467, 0.001213, 0.02, 0.04724, 0.006797, 0.04774, 0.02539, 0.005426]","[1.195, 0.656, 0.818, 0.712, 1.378, 0.821, 1.204, 0.611, 0.627]","['A_2402', 'DQA1_0401', 'DQB1_0301', 'DQB1_0402', 'DRB1_0103', 'DRB1_0401', 'DRB1_0404', 'DRB1_0407', 'DRB1_0801']",1 +"Breast conditions, congenital or relating to hormones",3,4,"[0.03642, 0.01564]","[1.615, 2.158]","['B_1501', 'DPB1_1101']",1 +Bronchiectasis,4,3,"[0.0499, 0.005517, 0.009126]","[0.411, 0.285, 1.451]","['B_1402', 'C_0802', 'DQB1_0302']",1 +Bronchopneumonia and lung abscess,8,4,"[0.03857, 0.04694, 0.02868, 0.02131, 0.01697]","[2.244, 1.442, 1.695, 0.261, 2.4]","['B_4002', 'B_4402', 'C_0202', 'C_0802', 'DRB1_0407']",1 +Calculus of bile duct,4,1,"[0.01296, 0.001965, 0.04963, 0.03478, 0.03237]","[1.607, 2.662, 0.369, 1.486, 1.909]","['A_2402', 'B_3503', 'C_0102', 'C_0401', 'DRB1_0801']",1 +Cancer of brain,1,2,"[0.0307, 0.03567, 0.01551, 0.04613, 0.01035, 0.0188, 0.03926, 0.01815, 0.02428]","[0.809, 1.224, 1.6, 1.588, 1.506, 0.778, 1.316, 1.49, 0.786]","['A_0101', 'DPB1_0401', 'DPB1_1001', 'DPB1_1401', 'DQA1_0401', 'DQB1_0201', 'DQB1_0303', 'DQB1_0402', 'DRB1_0301']",1 +Cancer of brain and nervous system,1,2,"[0.01475, 0.01626, 0.01695, 0.002551, 0.03292, 0.0061, 0.04315, 0.003684, 0.008245, 0.03595, 0.01624]","[0.795, 0.777, 1.566, 1.574, 0.833, 0.753, 1.296, 1.582, 0.761, 0.421, 1.515]","['A_0101', 'B_0801', 'DPB1_1001', 'DQA1_0401', 'DQA1_0501', 'DQB1_0201', 'DQB1_0303', 'DQB1_0402', 'DRB1_0301', 'DRB1_0407', 'DRB1_0801']",1 +Cancer of hypopharynx,8,4,"[0.04645, 0.04096, 0.04148]","[1.95, 0.126, 3.411]","['B_4402', 'C_0304', 'DRB1_0407']",1 +Cancer of kidney and renal pelvis,1,2,"[0.03598, 0.009258, 0.03718, 0.02009, 0.04267, 0.009192, 0.02163]","[0.809, 0.624, 1.482, 1.476, 1.435, 0.733, 1.533]","['A_0101', 'B_4403', 'DPB1_0501', 'DQA1_0401', 'DQB1_0402', 'DRB1_0401', 'DRB1_0801']",1 +Cancer of liver and intrahepatic bile duct,6,3,"[0.00369, 0.0174]","[1.934, 0.34]","['A_3101', 'C_0102']",1 +Cancer of major salivary glands,9,0,"[0.001432, 2.005e-05, 0.005053]","[2.095, 2.611, 3.317]","['B_4402', 'C_0501', 'DQB1_0502']",1 +Cancer of the mouth floor,9,0,"[0.0002679, 0.04576, 0.01819]","[3.749, 1.753, 1.923]","['A_2501', 'B_4402', 'C_0501']",1 +Cancer of urinary organs (incl. kidney and bladder),1,2,"[0.02825, 0.03127, 0.04382, 0.00717, 0.01378, 0.03579, 0.00256, 0.02307]","[0.849, 1.372, 0.8, 1.411, 1.396, 0.791, 0.767, 1.392]","['A_0101', 'DPB1_0501', 'DQA1_0103', 'DQA1_0401', 'DQB1_0402', 'DQB1_0603', 'DRB1_0401', 'DRB1_0801']",1 +"Cancer, suspected or other",8,0,"[0.004556, 0.04864, 0.02627, 0.04068, 0.02993, 0.01373, 0.02374, 0.01574, 0.03932, 0.0167]","[0.837, 0.722, 1.401, 1.144, 1.153, 0.802, 0.816, 0.581, 1.138, 0.798]","['A_0301', 'A_2301', 'A_3001', 'B_4402', 'C_0501', 'DQA1_0103', 'DQB1_0603', 'DRB1_0103', 'DRB1_0401', 'DRB1_1301']",1 +Cardiac arrest,3,1,"[0.0145, 0.04018, 0.02638, 0.0121, 0.04282]","[1.711, 0.569, 0.605, 2.522, 0.642]","['A_1101', 'DQB1_0202', 'DQB1_0602', 'DRB1_1201', 'DRB1_1501']",1 +Cardiogenic shock,5,0,"[0.04001, 0.0357, 0.03615, 0.006859]","[1.859, 1.995, 0.653, 2.548]","['A_2501', 'DPB1_1301', 'DQA1_0101', 'DRB1_0407']",1 +Cataract,2,2,"[0.03869, 0.03505]","[0.856, 0.854]","['B_4403', 'DRB1_1101']",1 +Central origin vertigo,8,0,[0.04505],[1.96],['C_0501'],1 +"Cerebral artery occlusion, with cerebral infarction",3,7,"[0.02325, 0.01231, 0.02916, 0.03434, 0.02113]","[1.216, 1.577, 1.195, 0.806, 0.775]","['C_0702', 'DPB1_1001', 'DQA1_0102', 'DQB1_0501', 'DRB1_0101']",1 +Cerebral edema and compression of brain,4,5,"[0.002091, 0.01151, 0.01742, 0.04099, 0.01254]","[1.644, 1.716, 1.791, 0.357, 1.879]","['A_6801', 'DPB1_1001', 'DPB1_1401', 'DPB1_1701', 'DQB1_0502']",1 +Cervical cancer,7,3,"[0.01917, 0.01274, 0.01573, 0.03014, 0.02114, 0.04675, 0.008111, 0.03356, 0.009048, 0.01855, 0.0111, 0.04038, 0.03164, 0.02121, 0.03901, 0.04371]","[1.501, 0.082, 1.706, 1.592, 0.31, 1.472, 1.643, 0.657, 1.559, 0.639, 0.582, 0.493, 1.477, 0.667, 0.639, 0.646]","['B_0702', 'B_1801', 'B_3501', 'B_4001', 'C_0202', 'C_0304', 'C_0401', 'C_0701', 'C_0702', 'DPA1_0103', 'DPA1_0201', 'DPB1_0101', 'DPB1_0301', 'DQA1_0501', 'DQB1_0201', 'DRB1_0301']",1 +Cervical intraepithelial neoplasia [CIN] [Cervical dysplasia],5,3,"[0.008494, 0.03864, 0.0382, 0.0393, 0.03547, 0.02487, 0.01394, 0.02771, 0.036, 0.02899]","[1.544, 0.493, 1.827, 1.975, 1.806, 0.557, 1.448, 1.517, 1.747, 0.545]","['A_2402', 'A_2902', 'C_0704', 'C_1402', 'DPB1_1001', 'DQA1_0103', 'DQB1_0302', 'DRB1_1101', 'DRB1_1104', 'DRB1_1301']",1 +Cervicalgia,6,0,"[0.02396, 0.03249, 0.01473, 0.03767, 0.03226, 0.04068]","[0.881, 0.752, 0.787, 0.819, 1.121, 1.162]","['A_0301', 'A_2501', 'B_2705', 'C_0202', 'DPA1_0201', 'DPB1_0101']",1 +Chondrocalcinosis,1,2,"[0.009886, 0.002167, 0.04439]","[2.895, 4.333, 2.604]","['DQA1_0401', 'DRB1_0103', 'DRB1_0801']",1 +"Chorioretinal inflammations, scars, and other disorders of choroid",3,7,"[0.04421, 0.03691, 0.008626]","[1.62, 0.122, 2.861]","['A_0201', 'B_4403', 'DPB1_1001']",1 +Chromosomal anomalies,3,1,[0.0005303],[3.147],['DRB1_1201'],1 +Chromosomal anomalies and genetic disorders,3,1,"[0.0435, 0.004317]","[0.236, 2.53]","['DPB1_1101', 'DRB1_1201']",1 +Chronic airway obstruction,4,3,"[0.0355, 0.004827, 0.02918, 0.01856, 0.001199, 0.03643]","[1.134, 0.805, 0.696, 1.17, 0.819, 1.127]","['A_2402', 'B_3501', 'B_3801', 'B_4001', 'C_0401', 'C_0602']",1 +Chronic lymphocytic thyroiditis,1,5,"[0.03511, 0.01266, 0.04507]","[1.5, 1.652, 0.239]","['A_0101', 'B_0801', 'DQB1_0604']",1 +Chronic obstructive asthma,4,3,"[0.001151, 0.02006, 0.007754, 0.04649, 0.01316]","[2.142, 0.468, 0.523, 1.423, 1.964]","['A_3101', 'B_3501', 'C_0401', 'C_0602', 'DPB1_0601']",1 +Chronic pain syndrome,5,2,"[0.02594, 0.02138, 0.04525, 0.03901, 0.0264, 0.0488]","[0.445, 1.518, 0.605, 1.477, 1.91, 0.368]","['B_3501', 'B_4402', 'C_0401', 'C_0602', 'DPB1_1101', 'DQB1_0604']",1 +Chronic prostatitis,6,4,"[0.01193, 0.04384, 0.02503, 0.03521, 0.04101, 0.0238, 0.01306]","[3.951, 0.299, 0.419, 0.398, 1.812, 1.964, 3.121]","['B_3801', 'C_0401', 'DPA1_0103', 'DPA1_0201', 'DQA1_0102', 'DQB1_0602', 'DRB1_1104']",1 +Chronic ulcer of unspecified site,3,7,"[0.04145, 0.0142]","[0.647, 2.095]","['DPB1_0402', 'DPB1_1001']",1 +Chronic venous insufficiency [CVI],1,2,"[0.008353, 0.04963, 0.02252, 0.0255, 0.01834, 0.009819]","[2.045, 0.581, 1.591, 1.659, 1.727, 1.871]","['B_3701', 'B_5101', 'C_0802', 'DQA1_0401', 'DQB1_0402', 'DRB1_0801']",1 +Coma,4,5,"[0.04749, 0.01251, 0.04376]","[1.953, 0.23, 2.545]","['A_6801', 'B_1501', 'DPB1_1401']",1 +Complication due to other implant and internal device,1,3,"[0.03247, 0.04865]","[1.805, 1.264]","['B_3901', 'DPB1_0201']",1 +Complication of colostomy or enterostomy,1,3,"[0.0009366, 0.0143, 0.04599]","[0.388, 0.459, 2.32]","['A_0301', 'DRB1_0101', 'DRB1_0103']",1 +Complication of internal orthopedic device,1,3,"[0.04259, 0.001829, 0.02808, 0.02352, 0.04846, 0.04482]","[1.23, 2.197, 0.431, 1.267, 1.26, 0.642]","['A_0201', 'B_1401', 'B_5501', 'DQB1_0301', 'DRB1_0401', 'DRB1_1302']",1 +"Complication of nervous system device, implant, and graft",1,3,"[0.01214, 0.03951, 0.03526]","[1.475, 1.55, 1.742]","['B_0702', 'DQB1_0303', 'DQB1_0503']",1 +"Complications of gastrostomy, colostomy and enterostomy",1,5,[0.01146],[0.676],['A_0101'],1 +Concussion,3,7,"[0.005556, 0.0479, 0.02195]","[3.321, 2.798, 1.915]","['DPB1_1001', 'DPB1_1701', 'DRB1_0101']",1 +Conduct disorders,6,1,"[0.02116, 0.01435, 0.02816, 0.0172, 0.006692, 0.04687, 0.03558, 0.04968]","[1.517, 1.464, 0.427, 1.486, 0.556, 1.342, 1.659, 1.547]","['A_2402', 'B_0702', 'B_2705', 'C_0501', 'DPB1_0402', 'DQA1_0102', 'DQB1_0604', 'DRB1_1302']",1 +Conductive hearing loss,2,2,"[0.04668, 0.005654, 0.04098, 0.04854]","[0.314, 1.738, 0.695, 0.693]","['B_3901', 'C_1502', 'DQB1_0603', 'DRB1_1301']",1 +Congenital anomalies of the eye,2,3,[0.009892],[2.732],['DPA1_0202'],1 +"Conjunctivitis, noninfectious",2,2,"[0.04483, 0.02515]","[0.54, 1.357]","['A_2501', 'DRB1_1301']",1 +Contracture of tendon (sheath),5,7,"[0.03351, 0.01626, 0.04512, 0.03274, 0.03602, 0.01029, 0.0496, 0.04463]","[2.673, 1.809, 0.594, 1.726, 0.638, 1.726, 1.669, 1.71]","['B_1401', 'B_1501', 'DPA1_0201', 'DQA1_0103', 'DQA1_0501', 'DQB1_0302', 'DQB1_0603', 'DRB1_1301']",1 +Coronary atherosclerosis,7,0,"[0.03997, 0.008993, 0.03145, 0.009667, 0.01661, 0.04426, 0.02682, 0.03116, 0.004668, 0.004183]","[0.834, 0.798, 0.778, 0.728, 1.332, 0.863, 0.92, 1.082, 0.888, 0.888]","['A_2601', 'B_1402', 'B_3503', 'B_3801', 'B_3901', 'C_0802', 'DQA1_0102', 'DQA1_0501', 'DQB1_0602', 'DRB1_1501']",1 +Cramp of limb,6,4,"[0.007113, 0.03391, 0.0266]","[3.045, 0.516, 1.888]","['B_3801', 'DQB1_0201', 'DRB1_1101']",1 +Crystal arthropathies,1,2,"[0.002467, 0.03209, 0.002782, 0.01046]","[3.245, 2.559, 4.161, 3.075]","['DQA1_0401', 'DQB1_0402', 'DRB1_0103', 'DRB1_0801']",1 +Cushing's syndrome,2,7,"[0.02935, 0.04616, 0.03742]","[2.447, 0.389, 2.489]","['C_0102', 'DPB1_0201', 'DQA1_0401']",1 +Cystoid macular degeneration of retina,2,3,[0.02658],[1.776],['DPA1_0202'],1 +Degeneration of intervertebral disc,6,2,"[0.03993, 0.005203, 0.00687, 0.005438, 0.001697]","[1.141, 1.353, 1.26, 1.269, 1.319]","['A_0101', 'A_3201', 'DQA1_0103', 'DQB1_0603', 'DRB1_1301']",1 +Delayed milestones,6,3,"[0.03526, 0.007455, 0.0353]","[1.645, 1.793, 0.339]","['A_3101', 'C_0102', 'DPB1_1101']",1 +Dependence on respirator [Ventilator] or supplemental oxygen,4,3,"[0.01374, 0.04377, 0.01358, 0.01801]","[1.834, 1.356, 0.667, 1.343]","['B_3701', 'B_4001', 'C_0401', 'DPB1_0301']",1 +Depression,6,1,"[0.01492, 0.04882, 0.02323, 0.02694, 0.04405, 0.02162]","[0.729, 1.22, 0.895, 1.087, 1.153, 1.157]","['B_3801', 'B_4901', 'C_0401', 'DQA1_0102', 'DQB1_0604', 'DRB1_1302']",1 +Dermatomyositis,4,2,"[0.01902, 0.004625, 2.719e-08, 0.01802, 0.0002193, 0.02819, 0.005649, 0.0182, 0.03123, 0.03507, 0.00274, 8.132e-07, 0.004513, 6.09e-07, 0.01811, 0.004913]","[1.553, 0.475, 2.802, 2.196, 1.981, 0.595, 1.711, 0.51, 2.047, 0.643, 1.74, 2.496, 0.465, 2.523, 2.529, 0.478]","['A_0101', 'B_0702', 'B_0801', 'B_5501', 'C_0701', 'C_0702', 'DPB1_0201', 'DPB1_0301', 'DPB1_0601', 'DQA1_0102', 'DQA1_0501', 'DQB1_0201', 'DQB1_0602', 'DRB1_0301', 'DRB1_1201', 'DRB1_1501']",1 +Dermatophytosis,4,4,"[0.005766, 0.04842, 0.02695, 0.007163, 0.03576, 0.04896, 0.002237, 0.02922, 0.02678, 0.03854, 0.003017, 0.0005391, 0.04301, 0.04991, 0.009669]","[0.653, 0.571, 0.832, 1.713, 0.773, 1.221, 0.659, 1.29, 0.808, 0.846, 0.627, 1.411, 1.223, 1.167, 0.821]","['A_2902', 'A_3001', 'B_0702', 'B_1401', 'B_3501', 'B_4001', 'B_4403', 'C_0202', 'C_0401', 'C_0702', 'C_1601', 'DPB1_0101', 'DQA1_0103', 'DQB1_0201', 'DQB1_0301']",1 +Dermatophytosis / Dermatomycosis,4,4,"[0.005067, 0.02707, 0.04093, 0.01792, 0.003922, 0.04866, 0.04256, 0.002869, 0.00033, 0.04969, 0.03135, 0.04156, 0.01042, 0.04312]","[0.658, 0.837, 0.671, 1.604, 0.687, 1.253, 0.829, 0.635, 1.414, 0.85, 1.231, 1.168, 0.827, 1.227]","['A_2902', 'B_0702', 'B_1302', 'B_1401', 'B_4403', 'C_0202', 'C_0401', 'C_1601', 'DPB1_0101', 'DPB1_0201', 'DQA1_0103', 'DQB1_0201', 'DQB1_0301', 'DRB1_1301']",1 +Diseases of esophagus,1,5,"[0.02699, 0.03855, 0.02315]","[1.143, 0.93, 0.832]","['A_6801', 'B_0702', 'DRB1_1104']",1 +Diseases of pulp and periapical tissues,6,3,"[0.02797, 0.04813, 0.005408]","[2.296, 1.678, 1.992]","['A_3101', 'B_0801', 'C_0701']",1 +Diseases of the jaws,1,5,"[0.001273, 0.04971]","[1.465, 0.248]","['A_0201', 'DRB1_0901']",1 +"Diseases of the oral soft tissues, excluding lesions specific for gingiva and tongue",9,0,"[0.007412, 0.01575, 0.0005609, 0.007775, 0.001701]","[1.486, 0.756, 1.331, 0.717, 1.3]","['A_2501', 'B_1501', 'B_4402', 'C_0303', 'C_0501']",1 +Dislocation,1,3,"[0.04454, 0.02953, 0.04148, 0.03462, 0.0273, 0.0102, 0.005974]","[1.165, 0.829, 0.502, 1.204, 0.723, 1.252, 0.35]","['A_0201', 'C_0701', 'DPB1_1701', 'DQB1_0302', 'DQB1_0303', 'DRB1_0401', 'DRB1_0901']",1 +Disorders of conjunctiva,2,2,[0.02918],[0.608],['DQA1_0102'],1 +"Disorders of fluid, electrolyte, and acid-base balance",2,7,"[0.03962, 0.0005801, 0.002952, 0.007691, 0.03687, 0.04182, 0.04518, 0.02042, 0.02894]","[0.846, 0.716, 1.18, 0.905, 1.069, 0.934, 1.129, 0.927, 0.932]","['A_2301', 'B_3801', 'C_0102', 'C_0401', 'DPA1_0201', 'DPB1_0201', 'DQA1_0401', 'DQB1_0602', 'DRB1_1501']",1 +Disorders of iris and ciliary body,2,5,"[0.01078, 0.01912, 0.0498]","[2.785, 2.029, 1.873]","['DPB1_0501', 'DQB1_0603', 'DRB1_1301']",1 +Disorders of iron metabolism,3,1,"[0.04461, 0.02065, 0.0001824]","[1.518, 0.404, 3.732]","['A_0301', 'A_2402', 'DRB1_1201']",1 +Disorders of magnesium metabolism,2,4,"[0.04818, 0.02703, 0.0437, 0.02337, 0.02492, 0.01147, 0.03617, 0.006126, 0.03767, 0.02384]","[0.613, 1.332, 0.798, 1.211, 1.626, 1.711, 0.472, 1.392, 1.448, 0.484]","['B_1302', 'B_5101', 'C_0501', 'DQB1_0301', 'DRB1_0103', 'DRB1_0407', 'DRB1_0901', 'DRB1_1101', 'DRB1_1104', 'DRB1_1401']",1 +Disorders of optic nerve and visual pathways,2,2,"[0.04904, 0.02763]","[0.662, 0.607]","['DQB1_0603', 'DRB1_1301']",1 +Disorders of other cranial nerves,1,2,"[0.03185, 0.01869, 4.934e-06, 0.0004905, 0.0186, 0.0006412, 0.04807]","[1.602, 0.714, 2.247, 1.968, 0.714, 2.03, 0.441]","['A_2601', 'DQA1_0201', 'DQA1_0401', 'DQB1_0402', 'DRB1_0701', 'DRB1_0801', 'DRB1_1104']",1 +Disorders of plasma protein metabolism,1,2,"[0.002269, 0.007474, 0.03559, 0.001546, 0.01897, 0.003344, 0.02011, 0.004922]","[1.34, 0.606, 0.387, 0.632, 0.752, 1.646, 1.531, 1.701]","['A_0201', 'B_3501', 'B_3503', 'C_0401', 'DPB1_0201', 'DQA1_0401', 'DQB1_0402', 'DRB1_0801']",1 +Disorders of protein plasma/amino-acid transport and metabolism,1,2,"[0.001674, 0.006999, 0.04093, 0.001914, 0.01474, 0.04653, 0.003822, 0.02212, 0.02526, 0.003683]","[1.313, 0.64, 1.248, 0.672, 0.766, 1.191, 1.572, 1.471, 0.565, 1.653]","['A_0201', 'B_3501', 'C_0304', 'C_0401', 'DPB1_0201', 'DQA1_0102', 'DQA1_0401', 'DQB1_0402', 'DQB1_0503', 'DRB1_0801']",1 +Disorders of refraction and accommodation; blindness and low vision,2,2,"[0.01888, 0.008728, 0.02676, 0.02519, 0.02512, 0.01172, 0.04391, 0.002791, 0.008197, 0.04052]","[1.448, 1.378, 0.634, 0.792, 1.334, 0.819, 1.329, 0.576, 1.433, 0.68]","['A_3001', 'B_1302', 'B_3503', 'B_4403', 'B_5501', 'C_0401', 'C_0704', 'C_1502', 'DPB1_1301', 'DRB1_1401']",1 +"Disorders of uterus, NEC",6,4,"[0.03517, 0.04331]","[2.665, 0.355]","['B_3801', 'C_0303']",1 +Disorders of vitreous body,2,2,[0.04588],[1.29],['B_5701'],1 +Duodenal ulcer,6,3,"[0.005425, 0.01181, 0.0465]","[2.364, 1.709, 1.522]","['A_3101', 'DPB1_0201', 'DQA1_0101']",1 +Dyspepsia and other specified disorders of function of stomach,1,5,"[0.04031, 0.03473, 0.016, 0.03733, 0.02364]","[1.267, 1.3, 0.692, 0.756, 1.915]","['A_0201', 'B_0702', 'B_0801', 'C_0701', 'C_1402']",1 +Dysphagia,6,5,"[0.04777, 0.00994, 0.04061, 0.03964, 0.01616, 0.02538, 0.01198, 0.009964, 0.03308, 0.01216, 1.833e-05, 6.343e-05, 0.02081, 0.03543, 2.328e-05, 0.02102, 0.03482, 0.03726]","[1.137, 0.649, 1.119, 1.156, 1.213, 1.13, 1.152, 0.726, 0.905, 0.832, 1.237, 1.246, 0.887, 0.703, 1.234, 0.751, 1.306, 0.853]","['A_1101', 'B_3801', 'B_4402', 'B_4403', 'B_5701', 'C_0501', 'C_0602', 'DPB1_0501', 'DQA1_0102', 'DQA1_0103', 'DQA1_0201', 'DQB1_0202', 'DQB1_0602', 'DRB1_0103', 'DRB1_0701', 'DRB1_1104', 'DRB1_1201', 'DRB1_1301']",1 +E. coli,1,2,"[0.003816, 0.01314, 0.01425, 0.02416, 0.03644]","[1.389, 0.811, 1.451, 1.433, 1.436]","['C_0303', 'DPB1_0401', 'DQA1_0401', 'DQB1_0402', 'DRB1_0801']",1 +Eating disorder,6,1,"[0.04308, 0.0009671, 0.0153]","[0.42, 2.883, 2.173]","['C_0401', 'DQB1_0604', 'DRB1_1302']",1 +Ectropion or entropion,3,6,"[0.01403, 0.04545, 0.01654, 0.01265]","[1.966, 2.109, 2.106, 2.695]","['B_5101', 'C_1502', 'DPA1_0202', 'DRB1_0901']",1 +Edema,5,0,"[0.00326, 0.03229, 0.03964, 0.04908]","[1.193, 0.783, 1.219, 1.307]","['A_1101', 'A_2501', 'B_1302', 'B_4002']",1 +Effects radiation NOS,1,3,"[0.02067, 0.03113, 0.04347, 0.04637, 0.03906, 0.03177, 0.02027]","[0.76, 1.576, 0.632, 0.752, 0.727, 1.528, 0.673]","['A_0201', 'A_3101', 'B_3501', 'DQA1_0101', 'DQB1_0501', 'DQB1_0604', 'DRB1_0101']",1 +Electrolyte imbalance,2,7,"[0.04253, 0.03556, 0.009733, 0.03251, 0.001588, 0.01151, 0.02967, 0.0486, 0.03393, 0.03924, 0.03347]","[0.825, 0.847, 1.163, 0.794, 1.22, 0.897, 0.865, 1.105, 0.921, 1.085, 0.923]","['A_2301', 'B_1402', 'B_2705', 'B_3801', 'C_0102', 'C_0401', 'C_0802', 'DPB1_0101', 'DPB1_0201', 'DPB1_0301', 'DQB1_0602']",1 +Elevated sedimentation rate,5,0,"[0.04334, 0.04521, 0.01599, 0.01105]","[1.537, 0.534, 1.52, 1.584]","['C_0303', 'DQA1_0103', 'DQB1_0501', 'DRB1_0101']",1 +Emphysema,4,3,"[0.04924, 0.04179, 0.0006294]","[1.343, 0.772, 1.594]","['B_2705', 'C_0401', 'DRB1_1302']",1 +Empyema and pneumothorax,4,3,"[0.04201, 0.01103, 0.04697, 0.02112, 0.004064, 0.006839, 0.01548, 0.04018, 0.0001216, 0.02773]","[1.213, 0.609, 1.28, 1.184, 0.305, 0.59, 0.49, 1.16, 0.506, 0.827]","['A_1101', 'A_2601', 'A_6801', 'B_0702', 'B_1401', 'B_1402', 'B_3801', 'C_0702', 'C_0802', 'DPB1_0402']",1 +"Encephalopathy, not elsewhere classified",4,5,"[0.04359, 0.03212, 0.01881, 0.02625, 0.01097, 0.03273]","[0.801, 1.412, 1.781, 1.337, 1.841, 0.619]","['A_0301', 'A_6801', 'B_4002', 'DPB1_0101', 'DQB1_0502', 'DQB1_0604']",1 +Epistaxis or throat hemorrhage,4,3,[0.001377],[1.466],['DPB1_0402'],1 +Esophageal bleeding (varices/hemorrhage),7,2,"[0.02411, 0.000732, 0.03081, 0.01202, 0.009807, 0.0003633]","[1.358, 1.527, 0.778, 1.655, 1.414, 0.622]","['C_0401', 'DPB1_0301', 'DPB1_0401', 'DQA1_0401', 'DQB1_0202', 'DQB1_0301']",1 +"Esophagitis, GERD and related diseases",1,5,"[0.01537, 0.03752, 0.04998]","[1.164, 1.166, 0.848]","['A_6801', 'DPB1_0601', 'DRB1_1104']",1 +Eustachian tube disorders,2,2,"[0.009132, 0.03524, 0.01433, 0.04215]","[0.558, 1.309, 1.519, 1.201]","['A_3101', 'B_5101', 'C_1502', 'DPB1_0201']",1 +Failure to thrive (childhood),2,3,"[0.02292, 0.03515, 0.01387, 0.007826, 0.01202, 0.03863, 0.005162]","[1.913, 1.605, 1.588, 0.72, 1.608, 1.523, 2.206]","['A_3001', 'B_1302', 'C_0102', 'C_0701', 'DPA1_0202', 'DQA1_0401', 'DRB1_0407']",1 +Fever of unknown origin,5,0,"[0.002424, 0.04359, 0.02783]","[0.875, 1.229, 0.826]","['C_0401', 'DRB1_0407', 'DRB1_1104']",1 +Fracture of clavicle or scapula,6,2,"[0.01925, 0.04871, 0.03888, 0.007381, 0.03778]","[0.478, 1.42, 0.126, 1.798, 1.625]","['A_2402', 'C_0701', 'DQA1_0401', 'DQB1_0603', 'DRB1_1301']",1 +Fracture of hand or wrist,1,3,"[0.00312, 0.03623, 0.04598]","[1.374, 1.67, 0.589]","['A_0201', 'B_4901', 'C_0802']",1 +Fracture of humerus,1,3,"[0.01165, 0.0428]","[1.956, 0.433]","['B_3801', 'DRB1_0801']",1 +Fracture of neck of femur,1,3,"[0.04077, 0.04513, 0.03131, 0.04795]","[0.531, 0.783, 1.663, 0.752]","['A_2601', 'B_0702', 'B_3701', 'DQB1_0202']",1 +Fracture of pelvis,1,3,"[0.01622, 0.0442]","[1.558, 0.133]","['B_4001', 'C_0704']",1 +Fracture of ribs,1,3,[0.04476],[1.469],['DQB1_0303'],1 +Fracture of tibia and fibula,1,6,"[0.04129, 0.01969, 0.04626, 0.04893, 0.02326, 0.02506, 0.0189, 0.03948, 0.04928, 0.04299, 0.006408]","[0.754, 1.45, 1.367, 0.37, 1.301, 1.543, 0.708, 1.6, 1.277, 1.295, 1.431]","['B_0702', 'B_3501', 'B_4001', 'C_0704', 'DPA1_0103', 'DPA1_0202', 'DPB1_0201', 'DPB1_0501', 'DQB1_0201', 'DQB1_0501', 'DRB1_0101']",1 +Fracture of upper limb,1,3,"[0.00852, 0.002342, 0.01336, 0.0413]","[0.764, 1.4, 1.27, 0.777]","['A_2402', 'C_0202', 'DQB1_0603', 'DRB1_1101']",1 +Fracture of vertebral column without mention of spinal cord injury,1,3,"[0.02492, 0.02205]","[0.732, 1.347]","['A_1101', 'B_5101']",1 +Functional digestive disorders,1,5,"[0.04671, 0.03151, 0.02127]","[0.742, 0.821, 0.725]","['C_0202', 'DQB1_0302', 'DRB1_0404']",1 +Functional disorders of bladder,2,3,"[0.01714, 0.04788, 0.03723]","[1.437, 1.207, 1.302]","['DPA1_0202', 'DQB1_0602', 'DRB1_1301']",1 +GERD,1,5,"[0.01438, 0.04716, 0.03917, 0.01531, 0.04664, 0.03281]","[1.173, 0.892, 0.873, 1.203, 0.924, 1.231]","['A_6801', 'B_4403', 'C_1601', 'DPB1_0601', 'DQB1_0201', 'DRB1_0901']",1 +Gangrene,5,0,"[0.01584, 0.004933, 0.01817, 0.01802, 0.02367]","[0.088, 1.898, 0.184, 1.728, 0.103]","['DQA1_0103', 'DQB1_0201', 'DQB1_0603', 'DRB1_0301', 'DRB1_1301']",1 +Gastritis and duodenitis,7,0,"[0.02333, 0.03989, 0.01864, 0.03357, 0.04852, 0.01689, 0.0326]","[1.165, 1.329, 1.487, 1.293, 0.869, 0.464, 0.842]","['A_0201', 'B_1402', 'B_3701', 'C_0802', 'DQA1_0102', 'DQB1_0502', 'DQB1_0602']",1 +Gastrointestinal complications,1,5,"[0.02864, 0.003295, 0.01713]","[1.244, 1.715, 1.791]","['A_0101', 'B_1302', 'DRB1_0103']",1 +Gastroparesis,1,2,"[0.02316, 0.01162, 0.04001, 0.02882, 0.04895, 0.01492, 0.01812, 0.02772, 0.008857, 0.02641]","[0.517, 1.615, 1.482, 0.279, 1.742, 1.544, 1.948, 0.626, 2.147, 0.628]","['A_2402', 'C_0304', 'C_0602', 'C_0802', 'DQA1_0401', 'DQB1_0302', 'DQB1_0402', 'DQB1_0602', 'DRB1_0801', 'DRB1_1501']",1 +Glaucoma,2,2,"[0.01261, 0.01356, 0.00274, 0.04091, 0.006346, 0.007553]","[0.829, 1.353, 0.566, 1.26, 0.658, 0.832]","['A_0101', 'A_6801', 'B_1402', 'B_2705', 'C_0802', 'DQA1_0501']",1 +Gram negative septicemia,1,7,"[0.009542, 0.03216, 0.0479, 0.003652, 0.04636, 0.01909, 0.03166]","[1.714, 1.652, 1.434, 1.949, 0.737, 1.962, 0.583]","['A_3101', 'B_1302', 'B_5101', 'B_5501', 'DPB1_0201', 'DPB1_1401', 'DQB1_0303']",1 +Hallux valgus (Bunion),7,0,"[0.03405, 0.04483, 0.03164, 0.04129, 0.01252, 0.048, 0.0413]","[1.784, 1.632, 1.765, 0.639, 2.068, 1.603, 1.773]","['A_2601', 'A_3201', 'B_1402', 'C_0401', 'C_0704', 'C_0802', 'DPB1_0501']",1 +Hammer toe (acquired),1,0,"[0.004334, 0.01006, 0.04783, 0.02512, 0.03329, 0.001968, 0.02541, 0.005723, 0.005691, 0.002827, 0.0003642, 0.003299, 0.009248]","[0.59, 1.567, 1.374, 0.703, 1.816, 2.091, 1.483, 1.443, 0.676, 0.583, 1.671, 0.588, 1.643]","['B_0801', 'B_4001', 'C_0304', 'C_0701', 'C_0704', 'DPB1_0501', 'DQA1_0103', 'DQA1_0301', 'DQA1_0501', 'DQB1_0201', 'DQB1_0302', 'DRB1_0301', 'DRB1_0404']",1 +Hearing loss,2,2,"[0.03418, 0.01344]","[1.127, 0.792]","['A_2402', 'A_6801']",1 +Heart failure with preserved EF [Diastolic heart failure],1,2,"[0.009212, 0.003107, 0.002527, 0.02057, 0.009426]","[0.57, 1.422, 1.51, 1.403, 1.495]","['A_2601', 'B_2705', 'DQA1_0401', 'DQB1_0402', 'DRB1_0801']",1 +Hemiplegia,4,5,"[0.04816, 0.03032, 0.02187]","[1.284, 1.345, 1.817]","['A_0101', 'DPB1_0402', 'DPB1_1001']",1 +Hemoptysis,4,3,"[0.006703, 0.01876, 0.04115]","[1.987, 1.92, 0.48]","['A_3001', 'B_3901', 'DPB1_1101']",1 +Hemorrhage NOS,8,4,[0.008315],[1.867],['B_4402'],1 +Hemorrhage of gastrointestinal tract,6,3,"[0.0009678, 0.008149, 0.0466, 0.04258]","[1.555, 1.515, 0.828, 1.277]","['A_3101', 'C_1502', 'DPB1_0402', 'DRB1_1302']",1 +Hemorrhage of rectum and anus,7,0,"[0.01709, 0.01916, 0.01648, 0.01668, 0.03413, 0.04691]","[1.505, 1.429, 0.769, 0.768, 0.688, 1.327]","['B_1402', 'C_0802', 'DQB1_0201', 'DRB1_0301', 'DRB1_0404', 'DRB1_1302']",1 +Hemorrhage or hematoma complicating a procedure,1,3,"[0.00685, 0.01295, 0.02384, 0.02366]","[1.905, 0.519, 0.54, 0.5]","['B_4002', 'DQA1_0401', 'DQB1_0402', 'DRB1_0801']",1 +Hereditary and idiopathic peripheral neuropathy,4,5,"[0.03568, 0.02119, 0.001202, 0.03872, 0.0349]","[1.151, 1.309, 1.346, 0.689, 1.422]","['A_0101', 'A_6801', 'DPB1_0101', 'DPB1_0601', 'DRB1_0901']",1 +Herpes zoster with nervous system complications,0,4,"[0.02882, 0.0255, 0.04053, 0.01113, 0.03821, 0.009866, 0.01143, 0.009729, 0.04139, 0.01188]","[1.645, 1.879, 1.632, 0.497, 0.592, 1.905, 0.482, 2.334, 1.629, 2.16]","['DQA1_0102', 'DQA1_0103', 'DQA1_0201', 'DQA1_0301', 'DQA1_0501', 'DQB1_0202', 'DQB1_0301', 'DQB1_0604', 'DRB1_0701', 'DRB1_1302']",1 +Hypersensitivity angiitis,2,1,"[0.03527, 0.02388, 0.0251, 0.003445]","[2.042, 0.306, 0.309, 2.871]","['A_2402', 'DQB1_0201', 'DRB1_0301', 'DRB1_0404']",1 +Hypertrophy of breast (Gynecomastia),3,4,[0.009567],[2.384],['DPB1_1101'],1 +Hypocalcemia,6,2,"[0.04965, 0.01696, 0.007537, 0.006615, 0.003047, 0.0369, 0.008623]","[1.453, 0.48, 1.426, 1.494, 1.544, 0.721, 1.496]","['A_3201', 'A_6801', 'C_0304', 'DQA1_0103', 'DQB1_0603', 'DRB1_0101', 'DRB1_1301']",1 +Hypotension,3,5,"[0.0002546, 0.005629, 0.01119, 0.03146, 0.0322, 0.02994, 0.02486, 0.005588, 0.04775, 0.004634]","[1.269, 1.289, 1.227, 1.372, 1.207, 0.876, 1.275, 0.859, 1.309, 0.857]","['A_1101', 'A_3101', 'B_2705', 'B_4002', 'C_0102', 'C_0501', 'C_1502', 'DQB1_0602', 'DRB1_1201', 'DRB1_1501']",1 +Hypotension NOS,3,5,"[0.02299, 0.0006584, 0.00648, 0.03868, 0.008562, 0.02664, 0.005192, 0.001298, 0.01402, 0.04359, 0.02141]","[0.886, 1.289, 1.327, 1.231, 1.435, 1.44, 0.819, 0.792, 1.178, 0.783, 1.411]","['A_0201', 'A_1101', 'A_3101', 'A_6801', 'B_3701', 'B_4002', 'B_4402', 'C_0501', 'C_0602', 'DPA1_0202', 'DRB1_0103']",1 +Hypothermia/Chills,5,0,"[0.01539, 0.04279, 0.01906]","[2.3, 0.466, 2.991]","['B_5701', 'DQB1_0501', 'DRB1_1201']",1 +Hypoventilation,4,3,"[0.03987, 0.03663]","[1.557, 0.56]","['A_3101', 'B_1801']",1 +Iatrogenic hypotension,7,1,"[0.02962, 0.0278, 0.01496, 0.01284, 0.03458, 0.04]","[2.293, 2.315, 2.153, 3.652, 2.154, 2.043]","['A_3201', 'A_6801', 'B_4001', 'B_4002', 'C_0202', 'DRB1_0404']",1 +Ileostomy status,3,0,"[0.03277, 0.04766, 0.04938, 0.04117, 0.002146, 0.04604, 0.002518, 8.346e-06, 0.01323]","[0.38, 0.661, 1.699, 1.32, 1.907, 1.447, 0.552, 3.237, 0.448]","['A_3101', 'C_0304', 'C_1502', 'DPA1_0103', 'DPA1_0202', 'DPB1_0101', 'DQB1_0302', 'DRB1_0103', 'DRB1_0404']",1 +Impacted cerumen,2,2,"[0.0472, 0.02616, 0.04664, 0.04512]","[0.701, 0.796, 1.371, 1.404]","['C_0802', 'DPB1_0402', 'DQB1_0402', 'DRB1_0801']",1 +Impaired fasting glucose,9,0,"[0.001331, 0.01337, 0.01419, 0.04758]","[0.573, 1.481, 1.479, 0.315]","['A_0101', 'B_4402', 'C_0501', 'DPB1_0601']",1 +Incisional hernia,1,5,[0.02971],[0.625],['B_5101'],1 +Inflammation of the eye,2,2,"[0.01721, 0.01975, 0.0313, 0.02146, 0.04498]","[0.647, 0.793, 1.256, 1.3, 1.205]","['A_2501', 'B_1501', 'B_2705', 'C_0102', 'DRB1_1301']",1 +Infusion and transfusion reaction,3,7,[0.0007649],[3.552],['DPB1_1001'],1 +Inguinal hernia,6,2,"[0.02983, 0.006943, 0.03379]","[0.776, 1.395, 1.32]","['DQB1_0302', 'DQB1_0603', 'DRB1_1301']",1 +Internal derangement of knee,5,1,"[0.02783, 0.00214, 0.01005, 0.001349]","[0.768, 1.88, 1.794, 2.194]","['A_0301', 'A_2301', 'B_3701', 'B_4002']",1 +Intervertebral disc disorders,0,7,"[0.01432, 0.03151, 0.04626, 0.03483, 0.04737, 0.0196, 0.01529, 0.01317]","[1.14, 0.832, 1.161, 0.867, 1.286, 1.186, 1.194, 1.207]","['A_0101', 'B_3501', 'C_0303', 'C_0401', 'C_0704', 'DQA1_0103', 'DQB1_0603', 'DRB1_1301']",1 +Intestinal obstruction without mention of hernia,1,5,"[0.04664, 0.04356, 0.02301]","[0.861, 0.871, 0.733]","['B_0801', 'C_0701', 'C_0802']",1 +Irritable Bowel Syndrome,1,5,"[0.03059, 0.04675]","[0.671, 1.476]","['C_0202', 'C_0704']",1 +Joint/ligament sprain,1,3,"[0.04501, 0.02922]","[1.992, 1.639]","['C_1402', 'DQB1_0604']",1 +Juvenile rheumatoid arthritis,7,4,"[5.947e-05, 0.02389, 0.01033, 0.01198, 0.0335, 0.008298, 5.826e-05, 0.007667, 0.0006918, 7.085e-11, 0.01645, 1.029e-10, 0.000301, 0.01994, 7.356e-05, 1.875e-11, 0.01899]","[1.98, 1.725, 1.833, 0.399, 1.454, 2.274, 1.944, 0.61, 0.527, 3.941, 0.572, 4.054, 1.863, 0.608, 2.01, 4.503, 0.609]","['A_0201', 'B_2705', 'C_0202', 'DPB1_0101', 'DPB1_0201', 'DPB1_1001', 'DQA1_0101', 'DQA1_0102', 'DQA1_0301', 'DQA1_0401', 'DQB1_0302', 'DQB1_0402', 'DQB1_0501', 'DQB1_0602', 'DRB1_0101', 'DRB1_0801', 'DRB1_1501']",1 +Lack of normal physiological development,2,3,"[0.007339, 0.03805, 0.04101, 0.03048, 0.02136]","[1.439, 1.34, 0.712, 1.441, 0.712]","['C_0102', 'DPA1_0202', 'DQB1_0604', 'DRB1_0801', 'DRB1_1302']",1 +"Lack of normal physiological development, unspecified",2,3,"[0.00483, 0.03553, 0.03161, 0.0403]","[1.772, 0.688, 1.372, 1.544]","['C_0102', 'C_0401', 'C_0602', 'DPA1_0202']",1 +Left bundle branch block,3,7,"[0.001203, 0.01904, 0.04311, 0.007978]","[1.701, 1.908, 1.665, 1.991]","['A_1101', 'C_0704', 'DPB1_0601', 'DPB1_1001']",1 +Liver replaced by transplant,0,3,"[0.03309, 0.03181, 0.02219, 0.006612, 0.0125, 0.003224, 0.04993, 0.03462, 0.01075, 0.04354, 0.01373]","[1.666, 0.593, 0.734, 1.384, 1.386, 0.689, 0.641, 1.384, 1.359, 0.639, 1.47]","['A_2301', 'B_5101', 'DQA1_0101', 'DQB1_0201', 'DQB1_0202', 'DQB1_0301', 'DQB1_0303', 'DQB1_0603', 'DRB1_0301', 'DRB1_1101', 'DRB1_1301']",1 +"Lymphoid leukemia, acute",5,3,"[0.03833, 0.008316, 0.01112]","[0.691, 1.929, 1.51]","['C_0401', 'DPB1_1001', 'DQA1_0103']",1 +"Macular degeneration, wet",2,2,[0.01199],[1.701],['C_0602'],1 +Macular puckering of retina,1,1,"[0.02159, 0.03574, 0.03813, 0.03872, 0.02607, 0.04247]","[1.503, 1.385, 1.796, 0.665, 1.729, 0.676]","['C_0602', 'DPA1_0103', 'DPB1_1101', 'DQB1_0602', 'DQB1_0604', 'DRB1_1501']",1 +Malignant neoplasm of female breast,2,1,"[0.0145, 0.003961, 0.00136, 0.02235, 0.04315, 0.00641, 0.02722, 0.006054]","[1.203, 0.66, 0.819, 0.716, 1.387, 0.82, 0.615, 0.63]","['A_2402', 'DQA1_0401', 'DQB1_0301', 'DQB1_0402', 'DRB1_0103', 'DRB1_0401', 'DRB1_0407', 'DRB1_0801']",1 +"Malignant neoplasm of kidney, except pelvis",1,2,"[0.002767, 0.01579, 0.01533, 0.01468, 0.002008, 0.008247]","[0.538, 1.602, 1.534, 1.566, 0.665, 1.662]","['B_4403', 'DPB1_0501', 'DQA1_0401', 'DQB1_0402', 'DRB1_0401', 'DRB1_0801']",1 +"Malignant neoplasm of liver, primary",6,3,"[0.00954, 0.02033]","[1.915, 1.936]","['A_3101', 'DRB1_1104']",1 +Malignant neoplasm of other urinary organs,1,2,"[0.03689, 0.01671, 0.003954, 0.02098, 0.01266]","[1.401, 0.57, 2.107, 1.917, 2.069]","['DPA1_0103', 'DPB1_0301', 'DQA1_0401', 'DQB1_0402', 'DRB1_0801']",1 +Malignant neoplasm of ovary,8,0,"[0.005658, 0.04852, 0.006434, 0.04672, 0.008625, 0.01563]","[0.59, 1.351, 0.595, 0.365, 1.4, 2.148]","['B_4402', 'C_0401', 'C_0501', 'DPB1_0601', 'DQA1_0102', 'DQB1_0502']",1 +Malignant neoplasm of ovary and other uterine adnexa,8,0,"[0.03204, 0.002352, 0.04735, 0.002759, 0.0472]","[1.306, 0.591, 1.32, 0.596, 1.263]","['A_0301', 'B_4402', 'C_0401', 'C_0501', 'DQA1_0102']",1 +"Malignant neoplasm, other",8,0,"[0.04529, 0.02534, 0.03175]","[1.175, 1.196, 0.786]","['B_4402', 'C_0501', 'DQA1_0103']",1 +Malunion and nonunion of fracture,2,5,"[0.04285, 0.04587, 0.005228, 0.02351, 0.02724, 0.005442]","[1.761, 1.988, 1.679, 0.708, 1.528, 1.706]","['DPB1_0501', 'DPB1_1401', 'DQA1_0103', 'DQA1_0501', 'DQB1_0603', 'DRB1_1301']",1 +Manlignant and unknown neoplasms of brain and nervous system,1,2,"[0.01018, 0.04562, 0.01781, 0.006552, 0.01113, 0.001944, 0.01606, 0.002133, 0.03375]","[0.805, 1.234, 0.802, 1.58, 1.429, 0.75, 1.428, 0.751, 1.406]","['A_0101', 'A_1101', 'B_0801', 'DPB1_1001', 'DQA1_0401', 'DQB1_0201', 'DQB1_0402', 'DRB1_0301', 'DRB1_0801']",1 +Methicillin resistant Staphylococcus aureus,0,4,"[0.04298, 0.02741, 0.004167, 0.02675]","[0.594, 0.738, 0.619, 0.737]","['A_2902', 'DQA1_0201', 'DQB1_0202', 'DRB1_0701']",1 +Migrain with aura,8,0,"[0.04479, 0.04279, 0.01717]","[0.696, 1.724, 1.609]","['A_0201', 'B_1801', 'C_0501']",1 +Muscle/tendon sprain,6,2,"[0.00537, 0.02352]","[2.546, 2.247]","['DQB1_0603', 'DRB1_1301']",1 +Muscular wasting and disuse atrophy,5,0,"[0.02367, 0.02233]","[1.698, 2.896]","['DQA1_0501', 'DRB1_1201']",1 +Myalgia and myositis unspecified,6,0,"[0.03995, 0.02986, 0.03491, 0.01502, 0.0234, 0.03771, 0.003752]","[0.869, 0.612, 1.137, 0.832, 1.379, 1.154, 0.588]","['A_0301', 'B_3801', 'DPA1_0103', 'DPB1_0402', 'DPB1_1301', 'DQB1_0302', 'DRB1_1104']",1 +Myeloid leukemia,2,3,"[0.04438, 0.03603]","[1.485, 0.226]","['DPA1_0202', 'DRB1_0901']",1 +Myoclonus,3,1,"[0.01041, 0.02697, 0.03066]","[1.803, 1.707, 2.73]","['A_0101', 'B_0801', 'DRB1_1201']",1 +Myopia,2,2,"[0.01475, 0.0484, 0.003225, 0.0308, 0.01941]","[1.619, 0.785, 1.725, 1.569, 0.561]","['A_3001', 'B_1501', 'B_3801', 'C_1402', 'C_1502']",1 +Nausea and vomiting,5,0,[0.02064],[0.777],['B_3801'],1 +"Neuralgia, neuritis, and radiculitis NOS",5,0,"[0.006677, 0.005156, 0.02174, 0.008504]","[1.388, 0.735, 1.462, 0.731]","['DPB1_0101', 'DQB1_0501', 'DQB1_0503', 'DRB1_0101']",1 +Nodular lymphoma,3,3,"[0.03389, 0.0321, 0.03188, 0.001517, 0.03231, 0.0009392, 0.001399, 0.0414, 0.03167]","[0.485, 1.487, 1.727, 1.555, 0.73, 1.608, 1.616, 0.579, 0.498]","['B_1801', 'B_3501', 'DPB1_1101', 'DQA1_0101', 'DQA1_0102', 'DQB1_0501', 'DRB1_0101', 'DRB1_1301', 'DRB1_1302']",1 +Nonspecific abnormal findings in stool contents,3,1,"[0.01623, 0.03801, 0.02176, 0.02849]","[0.631, 1.514, 1.414, 2.055]","['B_0801', 'B_3501', 'DQA1_0101', 'DRB1_1201']",1 +Nonspecific abnormal findings on radiological and other examination of skull and head,1,2,"[0.03574, 0.01583]","[2.207, 2.484]","['DQA1_0401', 'DQB1_0402']",1 +Nonspecific elevation of levels of transaminase or lactic acid dehydrogenase [LDH],1,5,"[0.04888, 0.01336, 0.04968, 0.04371]","[0.746, 1.458, 0.752, 1.296]","['A_1101', 'A_6801', 'B_1501', 'B_3501']",1 +Nonspecific findings on examination of blood,5,0,[0.03778],[0.687],['DPB1_0401'],1 +Nystagmus and other irregular eye movements,1,2,"[0.005631, 0.02583, 0.02666, 0.01181, 0.04925, 0.02115, 0.01806]","[2.65, 2.262, 2.463, 2.785, 1.74, 3.341, 2.797]","['B_2705', 'C_0202', 'DQA1_0401', 'DQB1_0402', 'DQB1_0602', 'DRB1_0103', 'DRB1_0801']",1 +Obstructive genitourinary defect,9,1,"[0.004954, 0.03129, 0.02145, 0.02927, 0.01321, 0.04536, 0.04848, 0.03738, 0.0206]","[2.183, 1.843, 2.076, 1.886, 2.911, 2.23, 1.578, 0.437, 1.768]","['A_1101', 'B_1501', 'B_5101', 'C_0303', 'C_0704', 'DPB1_0601', 'DQA1_0301', 'DQB1_0202', 'DRB1_0401']",1 +Occlusion of cerebral arteries,3,7,"[0.009369, 0.01229, 0.008785]","[1.575, 0.782, 0.756]","['DPB1_1001', 'DQB1_0501', 'DRB1_0101']",1 +Open wound of hand except finger(s),1,3,"[0.0204, 0.04425]","[2.014, 0.474]","['B_2705', 'C_0401']",1 +Opiates and related narcotics causing adverse effects in therapeutic use,2,1,"[0.001297, 0.02568, 0.005234]","[2.44, 1.808, 3.712]","['A_2402', 'DQB1_0602', 'DRB1_0103']",1 +Optic atrophy,2,2,"[0.01654, 0.0241]","[1.717, 1.674]","['DQB1_0302', 'DRB1_0401']",1 +Osteoarthritis; localized,2,3,"[0.01543, 0.01086]","[1.504, 1.303]","['B_4002', 'DPA1_0202']",1 +"Osteoarthrosis, localized, primary",6,2,"[0.01546, 0.01911, 0.04132, 0.02398, 0.03108]","[1.568, 0.734, 1.2, 1.223, 0.784]","['B_4002', 'B_5701', 'DQA1_0103', 'DQB1_0603', 'DRB1_1101']",1 +Osteomyelitis,2,3,"[0.04362, 0.02182, 0.0237, 0.01436]","[0.741, 1.455, 1.421, 1.723]","['A_1101', 'A_3101', 'DPA1_0202', 'DRB1_0103']",1 +"Osteomyelitis, periostitis, and other infections involving bone",2,3,"[0.04809, 0.01806, 0.02136, 0.02523]","[0.751, 1.459, 1.419, 1.643]","['A_1101', 'A_3101', 'DPA1_0202', 'DRB1_0103']",1 +Otalgia,2,2,"[0.04103, 0.04253]","[0.614, 1.879]","['B_3501', 'B_3901']",1 +Other CNS infection and poliomyelitis,3,3,"[0.01016, 0.04545, 0.04793, 0.01797, 0.002502, 0.002468, 0.04138]","[2.367, 1.706, 2.489, 1.634, 1.888, 1.928, 1.563]","['A_2601', 'B_3501', 'B_4002', 'DQA1_0101', 'DQB1_0501', 'DRB1_0101', 'DRB1_0401']",1 +Other abnormal blood chemistry,6,0,"[0.02692, 0.01458]","[1.14, 1.165]","['DPA1_0103', 'DPA1_0201']",1 +Other and unspecified disorders of back,5,1,"[0.02691, 0.04787, 0.02282, 0.03991]","[2.392, 2.493, 0.313, 0.504]","['B_3701', 'B_4002', 'C_0303', 'C_0401']",1 +Other conditions of brain,4,5,"[0.03262, 0.0004335, 0.02429, 0.009872, 0.01065, 0.001224, 0.02053]","[1.339, 1.488, 0.835, 1.486, 1.568, 1.762, 1.269]","['A_2601', 'A_6801', 'DPB1_0201', 'DPB1_1001', 'DPB1_1401', 'DQB1_0502', 'DRB1_0404']",1 +"Other conditions of brain, NOS",4,5,"[0.003879, 0.02043, 0.03893]","[1.461, 0.588, 1.268]","['A_6801', 'DPB1_0601', 'DRB1_1101']",1 +Other diseases of lung,5,4,"[0.00987, 0.03936, 0.01484, 0.02384, 0.001771, 0.01626, 0.00638, 0.01697, 0.007813, 0.01153]","[0.693, 1.194, 1.398, 0.834, 0.824, 0.878, 0.845, 1.255, 1.42, 0.872]","['A_2301', 'A_6801', 'B_3901', 'B_4403', 'C_0401', 'DQA1_0201', 'DQB1_0202', 'DQB1_0503', 'DRB1_0407', 'DRB1_0701']",1 +"Other diseases of respiratory system, not elsewhere classified",4,3,"[0.01802, 0.02122, 0.04062]","[1.283, 0.811, 1.302]","['B_5101', 'C_0401', 'DQA1_0401']",1 +Other disorders of biliary tract,2,3,[0.03683],[1.53],['DPA1_0202'],1 +Other disorders of bladder,2,3,"[0.004011, 0.0244, 0.008383, 0.03973, 0.01666, 0.03962]","[1.614, 1.335, 0.789, 1.174, 0.794, 1.242]","['B_4901', 'DPA1_0202', 'DQB1_0501', 'DQB1_0602', 'DRB1_0101', 'DRB1_1301']",1 +Other disorders of bone and cartilage,0,2,"[0.0386, 0.01817, 0.03406, 0.04401, 0.04229, 0.03147]","[1.577, 2.305, 1.604, 0.555, 1.63, 0.533]","['A_0201', 'B_1402', 'DQA1_0101', 'DQB1_0602', 'DRB1_0101', 'DRB1_1501']",1 +Other disorders of gallbladder,3,1,"[0.04718, 0.01817, 0.04328, 0.04305, 0.02148, 0.03845]","[0.429, 0.447, 0.502, 0.502, 2.916, 1.973]","['C_0602', 'DQA1_0101', 'DQA1_0201', 'DRB1_0701', 'DRB1_1201', 'DRB1_1302']",1 +Other disorders of intestine,1,5,"[0.02365, 0.04054, 0.01468]","[1.17, 1.388, 1.551]","['A_0101', 'C_0704', 'DRB1_0103']",1 +Other disorders of male genital organs,6,2,"[0.004844, 0.03613, 0.008133, 0.04571, 0.005704, 0.03061, 0.009734]","[1.881, 2.001, 1.588, 0.707, 1.621, 0.66, 1.601]","['A_3101', 'B_3901', 'DQA1_0103', 'DQB1_0501', 'DQB1_0603', 'DRB1_0101', 'DRB1_1301']",1 +Other disorders of peritoneum,6,3,"[0.005595, 0.03715, 0.0371, 0.01665]","[1.743, 1.329, 0.706, 1.941]","['A_3101', 'B_4402', 'DRB1_0101', 'DRB1_1201']",1 +Other disorders of stomach and duodenum,1,2,"[0.006054, 0.003259, 0.03098, 0.002383, 0.03797, 0.004396]","[0.714, 1.768, 1.428, 1.835, 0.542, 1.842]","['DQA1_0102', 'DQA1_0401', 'DQB1_0303', 'DQB1_0402', 'DQB1_0604', 'DRB1_0801']",1 +Other infectious and parasitic diseases,0,4,"[0.04125, 0.02094, 0.000854, 0.02136]","[1.615, 1.54, 1.907, 1.538]","['DPB1_0101', 'DQA1_0201', 'DQB1_0202', 'DRB1_0701']",1 +Other open wound of head and face,1,3,"[0.04046, 0.0399]","[1.898, 1.596]","['B_4901', 'B_5701']",1 +Other retinal disorders,1,6,"[0.01825, 0.04792, 0.02223, 0.0308, 0.006879, 0.02138, 0.02255, 0.006842, 0.03753, 0.02583, 0.02796, 0.03833]","[1.149, 0.789, 0.783, 0.769, 1.179, 1.292, 0.849, 1.461, 1.15, 0.868, 1.159, 0.867]","['A_0201', 'A_2902', 'B_4403', 'C_1601', 'DPA1_0103', 'DPA1_0202', 'DPB1_0201', 'DPB1_1301', 'DQB1_0201', 'DQB1_0301', 'DRB1_0301', 'DRB1_1501']",1 +Other specified diffuse diseases of connective tissue,3,7,"[0.009741, 0.047, 0.01975]","[2.622, 0.497, 1.938]","['DPB1_1001', 'DQB1_0202', 'DRB1_0404']",1 +Other symptoms involving abdomen and pelvis,1,5,"[0.0432, 0.02731, 0.02324, 0.0367, 0.02104]","[1.258, 0.508, 0.665, 1.434, 0.582]","['A_2902', 'C_1402', 'DQB1_0503', 'DRB1_0901', 'DRB1_1401']",1 +Other symptoms/disorders or the urinary system,8,1,"[0.009001, 0.02627, 0.04638, 0.04314, 0.03457, 0.04866, 0.02396]","[1.231, 1.265, 0.918, 1.189, 1.08, 1.082, 1.137]","['A_2601', 'A_3001', 'B_0801', 'B_5501', 'DQA1_0102', 'DQB1_0602', 'DRB1_1101']",1 +"Overweight, obesity and other hyperalimentation",2,7,"[0.03478, 0.02532, 0.02454, 0.04225, 0.03547, 0.005241]","[0.802, 0.841, 0.832, 0.909, 0.807, 1.395]","['A_2501', 'A_2902', 'C_0802', 'DPB1_0201', 'DPB1_1101', 'DQB1_0502']",1 +"Pain, swelling or discharge of eye",2,2,"[0.04947, 0.003594]","[0.592, 3.157]","['A_0301', 'DRB1_0103']",1 +Papanicolaou smear of cervix or vagina with atypical squamous cells,2,4,"[0.04046, 0.03598, 0.0417, 0.01393, 0.04101, 0.02668, 0.04875, 0.026, 0.009944]","[1.346, 1.442, 1.268, 0.59, 1.269, 1.435, 0.246, 0.609, 1.373]","['A_2402', 'B_5101', 'DQA1_0102', 'DQA1_0103', 'DQB1_0301', 'DRB1_1101', 'DRB1_1201', 'DRB1_1301', 'DRB1_1501']",1 +Paralysis/spasm of vocal cords or larynx,4,3,"[0.03364, 0.02448]","[0.651, 0.48]","['DPB1_0402', 'DRB1_1101']",1 +Paraproteinemia,1,2,"[0.005734, 0.01456, 0.03815, 0.047, 0.01123, 0.00252, 0.009787, 0.001675]","[1.37, 0.574, 1.336, 0.722, 0.687, 1.799, 1.708, 1.943]","['A_0201', 'B_3501', 'C_0304', 'C_0401', 'DPB1_0201', 'DQA1_0401', 'DQB1_0402', 'DRB1_0801']",1 +Pathologic fracture of femur,0,5,"[0.0347, 0.03144, 0.04707]","[1.819, 1.759, 0.534]","['B_1501', 'C_0602', 'DQA1_0101']",1 +Pathologic fracture of vertebrae,0,2,"[0.009935, 0.03428, 0.04331, 0.03512, 0.006334]","[1.504, 1.731, 1.773, 0.415, 0.347]","['A_0201', 'A_6801', 'B_1402', 'B_1801', 'B_3501']",1 +Pelvic inflammatory disease (PID),6,4,[0.003856],[3.993],['B_3801'],1 +Peptic ulcer (excl. esophageal),6,2,"[0.02548, 0.04648, 0.03541, 0.04743, 0.001541, 0.02651, 0.04362, 0.04087, 0.03703]","[0.63, 0.806, 1.255, 0.708, 1.371, 1.324, 0.801, 1.299, 1.318]","['A_2902', 'B_0702', 'B_4402', 'B_4403', 'DPB1_0201', 'DQA1_0103', 'DQB1_0602', 'DQB1_0603', 'DRB1_1301']",1 +"Peptic ulcer, site unspecified",1,5,"[0.04526, 0.03162, 0.01585, 0.01182, 0.01573]","[0.579, 1.525, 0.584, 0.503, 0.583]","['A_2402', 'C_0304', 'DQA1_0201', 'DQB1_0202', 'DRB1_0701']",1 +Periapical abscess,6,3,"[0.01751, 0.008182]","[2.465, 1.966]","['A_3101', 'C_0701']",1 +Periodontitis (acute or chronic),8,2,"[0.004855, 0.00222, 0.04209, 0.01314, 0.02664, 0.0003158]","[1.962, 3.364, 2.13, 1.796, 2.403, 3.838]","['A_2402', 'A_3001', 'B_1302', 'C_0602', 'DPB1_1001', 'DPB1_1701']",1 +Peripheral or central vertigo,2,2,"[0.01834, 0.04452, 0.01498]","[1.437, 0.435, 0.332]","['B_4001', 'C_1502', 'DPB1_0501']",1 +Peripheral retinal degenerations,2,1,"[0.02465, 0.0247, 0.0246, 0.0201, 0.02466]","[1.982, 0.378, 0.263, 2.44, 0.378]","['A_2402', 'DQA1_0201', 'DQB1_0202', 'DQB1_0604', 'DRB1_0701']",1 +Peritoneal adhesions (postoperative) (postinfection),3,1,"[0.01485, 0.03253, 0.04862, 0.00691]","[0.291, 0.513, 2.053, 2.429]","['C_1203', 'DQB1_0603', 'DRB1_0103', 'DRB1_1201']",1 +Peritonitis and retroperitoneal infections,3,1,[0.006725],[1.944],['DRB1_1201'],1 +Pernicious anemia,9,0,"[0.02851, 0.003409, 0.04019, 0.03908, 0.03341, 0.04808]","[2.26, 1.651, 0.474, 1.441, 1.408, 1.359]","['B_3901', 'B_4402', 'B_5101', 'C_0501', 'C_0702', 'DQB1_0301']",1 +Persistent vomiting,5,0,"[0.01817, 0.01081]","[2.164, 2.039]","['DPB1_0101', 'DRB1_0401']",1 +Pneumonia,4,3,"[0.02368, 0.00016, 0.02944, 0.01045, 0.0002972]","[1.163, 0.781, 0.746, 1.201, 0.831]","['B_2705', 'B_3501', 'B_3801', 'C_0102', 'C_0401']",1 +Poisoning by agents primarily affecting blood constituents,0,1,"[0.01803, 0.006412, 0.02097, 0.01732, 0.01116, 0.01893]","[2.621, 4.163, 0.189, 2.502, 3.769, 3.409]","['A_3101', 'B_1401', 'C_0602', 'C_0802', 'C_1402', 'DRB1_0103']",1 +Poisoning by agents primarily affecting the cardiovascular system,1,3,"[0.02529, 0.01558]","[1.498, 0.486]","['A_1101', 'B_4403']",1 +Poisoning by primarily systemic agents,1,3,"[0.02752, 0.02521, 0.04555, 0.04097]","[1.322, 0.531, 0.677, 0.651]","['A_2902', 'C_0704', 'DQA1_0401', 'DQB1_0402']",1 +Polyarteritis nodosa and allied conditions,1,1,"[0.02375, 0.04343, 0.02905, 0.002874, 0.02095, 0.04003, 0.004483, 0.0293]","[1.352, 0.809, 0.78, 0.32, 1.253, 0.616, 1.358, 0.637]","['C_0303', 'DPA1_0103', 'DPA1_0201', 'DPB1_1101', 'DQB1_0301', 'DQB1_0604', 'DRB1_0401', 'DRB1_1302']",1 +Polycystic ovaries,3,7,[0.008479],[2.538],['DPB1_1001'],1 +Portal hypertension,7,3,"[0.0125, 0.03791, 0.002956, 0.006333, 0.01964, 0.006761, 0.02007, 0.00289, 0.02661]","[0.709, 1.293, 1.574, 1.432, 1.31, 1.403, 1.591, 0.685, 1.517]","['A_0301', 'B_0801', 'B_3501', 'C_0401', 'C_0701', 'DPB1_0301', 'DQA1_0401', 'DQB1_0301', 'DQB1_0604']",1 +Postlaminectomy syndrome,6,2,"[0.03629, 0.008908, 0.005117, 0.006512, 0.0227, 0.02255, 0.01582, 0.02523, 0.008653]","[1.33, 0.459, 0.544, 1.617, 0.713, 0.649, 1.544, 1.8, 1.621]","['A_0201', 'B_3501', 'C_0401', 'DQA1_0103', 'DQA1_0301', 'DQB1_0302', 'DQB1_0603', 'DRB1_0801', 'DRB1_1301']",1 +Postnasal drip,6,6,"[0.04037, 0.01385, 0.02793, 0.04068, 0.04994, 0.03099, 0.02422, 0.003238]","[2.395, 2.085, 1.973, 2.258, 2.476, 1.866, 0.5, 2.579]","['A_3001', 'A_3201', 'A_6801', 'B_3503', 'B_4002', 'C_0202', 'DPB1_0301', 'DPB1_1101']",1 +Postoperative infection,1,4,"[0.02245, 0.009013, 0.01033, 0.00567, 0.0002136, 0.03275]","[1.314, 1.204, 1.372, 1.544, 1.459, 1.492]","['B_5701', 'DPA1_0103', 'DPA1_0202', 'DPB1_1001', 'DQB1_0303', 'DRB1_0103']",1 +Precocious sexual development and puberty NEC,4,6,"[0.01232, 0.002333, 0.005636, 0.02713, 0.02008, 0.008581]","[2.832, 3.572, 3.104, 0.315, 3.455, 4.084]","['A_3101', 'C_1502', 'DPB1_0401', 'DPB1_0402', 'DRB1_0901', 'DRB1_1201']",1 +Primary open angle glaucoma,2,2,"[0.02398, 0.007544, 0.04949, 0.002573, 0.02015]","[0.512, 0.38, 0.781, 0.393, 0.768]","['A_3201', 'B_1402', 'C_0701', 'C_0802', 'DQA1_0501']",1 +Psoriasis,5,5,"[0.00025, 0.02695, 0.02032, 3.089e-05, 0.04411, 1.092e-05, 0.03662, 0.001093, 0.02415, 0.03547, 3.713e-12, 0.02429, 0.03227, 0.0005974, 0.002454, 0.02429, 0.0009398]","[1.48, 0.534, 0.74, 2.169, 1.413, 2.537, 0.67, 1.704, 1.46, 0.714, 2.201, 0.752, 0.44, 1.472, 1.583, 0.601, 1.453]","['A_0201', 'A_6801', 'B_0702', 'B_1302', 'B_2705', 'B_3701', 'B_4001', 'B_5701', 'C_0202', 'C_0304', 'C_0602', 'C_0702', 'DPB1_0601', 'DQA1_0201', 'DQB1_0303', 'DRB1_0404', 'DRB1_0701']",1 +Psoriasis and related disorders,5,5,"[0.0005786, 0.02961, 0.02287, 8.179e-05, 0.03377, 2.68e-05, 0.01987, 0.0006992, 0.01849, 0.01624, 1.427e-11, 0.02528, 0.02431, 0.001013, 0.04631, 0.001223, 0.01437, 0.001556]","[1.433, 0.551, 0.749, 2.076, 1.427, 2.428, 0.64, 1.718, 1.472, 0.681, 2.131, 0.758, 0.422, 1.44, 0.801, 1.613, 0.575, 1.421]","['A_0201', 'A_6801', 'B_0702', 'B_1302', 'B_2705', 'B_3701', 'B_4001', 'B_5701', 'C_0202', 'C_0304', 'C_0602', 'C_0702', 'DPB1_0601', 'DQA1_0201', 'DQA1_0301', 'DQB1_0303', 'DRB1_0404', 'DRB1_0701']",1 +Psoriasis vulgaris,5,5,"[0.009633, 0.01389, 1.714e-06, 2.865e-06, 0.0144, 0.001404, 0.0289, 2.391e-13, 0.04442, 0.0009818, 0.005684, 0.008154, 0.001598]","[1.364, 1.983, 2.557, 2.882, 0.565, 1.78, 0.666, 2.503, 0.403, 1.517, 1.603, 0.471, 1.492]","['A_0201', 'A_3001', 'B_1302', 'B_3701', 'B_4001', 'B_5701', 'C_0304', 'C_0602', 'DPB1_0601', 'DQA1_0201', 'DQB1_0303', 'DRB1_0404', 'DRB1_0701']",1 +Psoriatic arthropathy,3,2,"[0.000588, 0.005605, 0.01544, 0.005121, 0.01631, 0.01577, 0.04345, 0.002543, 0.01413, 0.008056, 0.01279, 0.001497, 0.004066]","[1.88, 1.997, 2.58, 2.044, 1.845, 0.364, 0.554, 1.81, 1.678, 1.62, 1.815, 1.804, 1.751]","['A_0201', 'B_2705', 'B_3901', 'B_5701', 'C_0202', 'C_0303', 'C_0304', 'C_0602', 'DPB1_0401', 'DQA1_0101', 'DQB1_0303', 'DQB1_0501', 'DRB1_0101']",1 +Pulmonary collapse; interstitial and compensatory emphysema,4,3,"[0.02629, 0.00387, 0.04073, 0.01218, 0.02851, 0.03655, 0.02833]","[1.201, 1.217, 0.838, 0.742, 1.281, 0.906, 0.814]","['A_2501', 'A_6801', 'B_1402', 'B_3503', 'B_3901', 'C_0401', 'DPB1_0501']",1 +Pulmonary congestion and hypostasis,4,3,"[0.008721, 0.03916, 0.04418, 0.007276, 0.006155, 0.04301]","[1.411, 1.38, 0.758, 1.274, 1.591, 1.388]","['A_6801', 'B_1302', 'B_4403', 'C_0602', 'C_0704', 'DRB1_1104']",1 +Regional enteritis,7,0,"[0.02331, 0.017, 0.01002, 0.02059, 0.02623, 0.0009726, 0.03753, 0.0005361]","[0.358, 0.665, 2.052, 1.591, 1.407, 1.747, 0.759, 2.362]","['A_2301', 'A_2402', 'B_1401', 'B_1402', 'B_3501', 'C_0802', 'DQB1_0602', 'DRB1_0103']",1 +Respiratory failure,5,4,"[0.0183, 0.01043, 0.04876, 0.01403, 0.01024, 0.01092, 0.00827, 0.03038, 0.04006, 0.0225, 0.02101, 0.04205]","[0.737, 1.265, 0.826, 1.228, 0.618, 1.451, 1.246, 1.128, 1.135, 0.833, 1.382, 1.119]","['A_2601', 'A_6801', 'B_1801', 'B_2705', 'B_3801', 'B_3901', 'C_0202', 'DQA1_0201', 'DQB1_0202', 'DQB1_0603', 'DRB1_0407', 'DRB1_0701']",1 +"Respiratory failure, insufficiency, arrest",4,3,"[0.009334, 0.02103, 0.02801, 0.009789]","[0.681, 1.337, 1.168, 0.844]","['B_3801', 'B_3901', 'C_0202', 'DQB1_0603']",1 +Respiratory insufficiency,7,1,"[0.04705, 0.001303, 0.01876, 0.01721, 0.01628, 0.04965, 0.04421, 0.02271]","[1.403, 2.167, 1.436, 0.659, 0.746, 0.819, 0.565, 0.39]","['A_3201', 'B_4002', 'C_0202', 'C_0303', 'DPB1_0201', 'DQA1_0301', 'DQB1_0503', 'DRB1_1401']",1 +Reticulosarcoma,3,4,"[0.003315, 0.03009, 0.01322]","[2.175, 1.438, 1.535]","['DPB1_1101', 'DQB1_0501', 'DRB1_0101']",1 +Retinal detachment with retinal defect,6,2,"[0.04347, 0.005372, 0.03726, 0.02776, 0.006516, 0.04136, 0.03781, 0.01635]","[0.718, 1.695, 2.147, 0.673, 1.745, 0.624, 1.556, 1.681]","['A_0201', 'A_2402', 'DPB1_1701', 'DQA1_0102', 'DQA1_0103', 'DQB1_0302', 'DQB1_0603', 'DRB1_1301']",1 +Retinal detachments and defects,2,1,"[0.01819, 0.00286, 0.03193, 0.03556, 0.02102]","[1.452, 0.648, 0.704, 1.706, 0.688]","['A_2402', 'DQA1_0102', 'DQB1_0602', 'DRB1_0801', 'DRB1_1501']",1 +Rhabdomyolysis,5,0,"[0.001739, 0.04177]","[2.422, 1.655]","['A_1101', 'DQA1_0501']",1 +Rotator cuff (capsule) sprain,1,3,"[0.04038, 0.02773]","[1.343, 1.519]","['DQA1_0102', 'DQB1_0603']",1 +Sacroiliitis NEC,6,3,"[0.03795, 0.02955]","[1.8, 1.537]","['A_3101', 'C_0304']",1 +Sarcoidosis,0,0,"[0.0009722, 0.026, 0.02514, 0.002063, 0.01143, 0.01435, 0.03585, 0.04884, 0.008091, 0.003156, 0.01673, 0.03161]","[1.528, 1.362, 0.56, 2.064, 0.61, 1.415, 0.696, 0.739, 1.395, 0.591, 0.639, 1.477]","['A_0101', 'B_0801', 'B_3501', 'B_5501', 'C_0401', 'DPB1_0301', 'DPB1_0402', 'DQA1_0101', 'DQA1_0501', 'DQB1_0501', 'DRB1_0101', 'DRB1_1101']",1 +Seborrheic keratosis,7,0,"[0.03055, 0.02738, 0.009025, 0.01506, 0.01016]","[1.257, 1.343, 1.269, 0.744, 0.718]","['B_1402', 'B_3701', 'C_0802', 'DQA1_0401', 'DQB1_0402']",1 +Secondary malignancy of respiratory organs,8,4,"[0.02835, 0.04367, 0.006717]","[1.175, 1.133, 1.572]","['B_4402', 'DQA1_0301', 'DRB1_0407']",1 +Secondary thrombocytopenia,2,6,"[0.0426, 0.04638, 0.02296, 0.04242, 0.03928, 0.02733]","[0.783, 1.736, 1.723, 0.793, 0.589, 1.286]","['B_0702', 'B_1401', 'B_3503', 'C_0701', 'DPA1_0202', 'DPB1_0402']",1 +Senile cataract,2,2,"[0.03976, 0.03694, 0.04197, 0.01229]","[0.791, 0.842, 0.82, 0.881]","['B_1402', 'B_4403', 'C_0802', 'DQB1_0301']",1 +Sepsis and SIRS,1,3,"[0.01178, 0.01669, 0.03778]","[1.225, 1.49, 0.732]","['A_1101', 'B_3901', 'DQB1_0402']",1 +Shock,4,0,"[0.008517, 0.02114, 0.04731, 0.02306, 0.03253]","[1.373, 1.48, 1.176, 0.833, 0.844]","['A_3201', 'B_3701', 'C_0501', 'DQB1_0602', 'DRB1_1501']",1 +Skull and face fracture and other intercranial injury,1,3,"[0.01711, 0.0302, 0.02644, 0.03091]","[0.732, 1.278, 0.505, 0.574]","['A_0101', 'A_0201', 'DQB1_0604', 'DRB1_1302']",1 +Solitary pulmonary nodule,4,3,"[0.01773, 0.034, 0.007507, 0.03161]","[1.941, 0.522, 2.161, 1.577]","['B_1801', 'B_4402', 'DQB1_0604', 'DRB1_0401']",1 +Splenomegaly,7,2,"[0.006722, 0.006891, 0.01598, 0.03513, 0.01647]","[0.416, 0.354, 1.404, 1.607, 1.422]","['B_5101', 'B_5701', 'DPB1_0301', 'DQA1_0401', 'DQB1_0202']",1 +Spondylosis and allied disorders,0,7,"[0.0438, 0.04338, 0.02375, 0.0104, 0.004411, 0.04189, 0.02052, 0.03512, 0.0368, 0.04831, 0.02302]","[1.128, 0.893, 1.272, 0.767, 1.262, 0.857, 0.765, 0.716, 1.185, 0.656, 1.212]","['A_0101', 'A_0201', 'A_6801', 'B_4403', 'C_0303', 'C_0401', 'C_1601', 'DPB1_0501', 'DQA1_0103', 'DRB1_0407', 'DRB1_1301']",1 +Spondylosis with myelopathy,2,3,[0.04724],[0.366],['DPA1_0202'],1 +Spondylosis without myelopathy,0,7,"[0.0417, 0.04115, 0.007441, 0.02447, 0.01726, 0.02333, 0.04758, 0.04486, 0.04024]","[1.135, 0.713, 1.339, 0.786, 1.227, 0.834, 1.334, 0.787, 0.711]","['A_0101', 'A_2501', 'A_6801', 'B_4403', 'C_0303', 'C_0401', 'C_0704', 'C_1601', 'DPB1_0501']",1 +Spontaneous ecchymoses,1,2,"[0.009696, 0.03031, 0.0232]","[2.225, 2.405, 2.676]","['B_1501', 'DQA1_0401', 'DRB1_0801']",1 +Sprains and strains,1,3,"[0.006391, 0.03363, 0.006179]","[1.604, 0.869, 1.608]","['C_1402', 'DQA1_0301', 'DQB1_0502']",1 +Sprains and strains of back and neck,1,3,[0.02528],[0.752],['C_0401'],1 +Stiffness of joint,1,2,"[0.04651, 0.007141, 0.02046, 0.01107, 0.002632]","[1.486, 0.723, 1.6, 1.935, 1.861]","['DQA1_0401', 'DQB1_0301', 'DQB1_0402', 'DRB1_0103', 'DRB1_0801']",1 +Stomatitis and mucositis (ulcerative),1,5,"[0.01, 0.00734, 0.04438]","[1.621, 2.348, 0.478]","['A_0101', 'A_2501', 'B_1501']",1 +Strabismus and other disorders of binocular eye movements,2,2,[0.03757],[1.507],['DQB1_0503'],1 +Subarachnoid hemorrhage (injury),1,3,[0.03436],[1.843],['DQB1_0603'],1 +Substance addiction and disorders,1,2,"[0.009095, 0.03811, 0.03904, 0.04329, 0.009066, 0.007362, 0.008746, 0.02034, 0.0348, 0.02044, 0.004068]","[0.524, 1.313, 0.738, 1.401, 1.231, 1.481, 1.266, 1.437, 0.75, 1.235, 1.591]","['A_2601', 'B_1801', 'B_4403', 'DPB1_0601', 'DQA1_0301', 'DQA1_0401', 'DQB1_0302', 'DQB1_0402', 'DQB1_0603', 'DRB1_0401', 'DRB1_0801']",1 +Swelling of limb,5,0,"[0.04695, 0.003487, 0.02931, 0.04416, 0.03155]","[0.678, 1.435, 1.565, 0.78, 0.778]","['A_2601', 'A_3201', 'B_1401', 'B_3501', 'DQA1_0103']",1 +Symptomatic menopause,6,2,"[0.02011, 0.04274, 0.01341, 0.0006965, 0.00952]","[1.218, 0.882, 1.234, 0.773, 1.255]","['DQA1_0103', 'DQA1_0301', 'DQB1_0603', 'DRB1_0401', 'DRB1_1301']",1 +Symptoms involving female genital tract,0,6,"[0.03402, 0.01762, 0.03678, 0.04454, 0.02486]","[0.485, 2.253, 0.49, 1.935, 2.619]","['DQB1_0201', 'DQB1_0604', 'DRB1_0301', 'DRB1_1302', 'DRB1_1401']",1 +Symptoms involving respiratory system and other chest symptoms,4,3,"[0.03016, 0.01906, 0.03494]","[1.291, 1.39, 1.397]","['B_5101', 'DQA1_0401', 'DRB1_0801']",1 +Symptoms of the muscles,7,5,"[0.03962, 0.01546, 0.00158, 0.01982, 0.04038]","[1.564, 0.526, 2.995, 1.58, 2.23]","['A_1101', 'C_0501', 'C_1402', 'DPB1_0401', 'DQB1_0502']",1 +Syncope and collapse,6,0,"[0.03612, 0.01488, 0.0303, 0.0005224, 0.04273, 0.0437, 0.02813]","[0.9, 1.191, 0.708, 0.478, 1.312, 0.814, 0.778]","['A_0201', 'A_1101', 'A_2301', 'B_3801', 'B_4901', 'C_1601', 'DPA1_0202']",1 +Systemic inflammatory response syndrome (SIRS),1,3,"[0.01621, 0.0186, 0.04146, 0.006816, 0.03016, 0.02983, 0.01806, 0.001894, 0.04117]","[0.586, 0.406, 1.276, 0.256, 1.608, 0.623, 0.304, 2.244, 0.629]","['DQA1_0103', 'DQA1_0401', 'DQB1_0301', 'DQB1_0402', 'DQB1_0503', 'DQB1_0603', 'DRB1_0801', 'DRB1_1201', 'DRB1_1301']",1 +Thyroid cancer,8,0,"[0.02222, 0.008936, 0.0448, 0.04694, 0.02876, 0.01162]","[1.679, 0.583, 0.555, 1.234, 0.539, 0.381]","['A_3001', 'B_2705', 'B_5501', 'C_0501', 'DPB1_1101', 'DPB1_1301']",1 +Torsion dystonia,5,2,"[0.0274, 0.0207, 0.01904, 0.01392, 0.03, 0.0323]","[0.425, 2.472, 1.574, 1.528, 0.658, 1.488]","['B_3501', 'B_4002', 'C_0602', 'C_0701', 'DQB1_0301', 'DQB1_0302']",1 +Toxic multinodular goiter,2,3,"[0.04649, 0.02376]","[0.565, 2.156]","['C_0701', 'DPA1_0202']",1 +Traumatic amputation,1,3,"[0.01873, 0.02164]","[1.877, 1.915]","['DQA1_0301', 'DQB1_0302']",1 +Traumatic and surgical subcutaneous emphysema,1,3,[0.04037],[0.232],['DPA1_0202'],1 +Trigeminal nerve disorders [CN5],1,2,"[0.004387, 1.7e-05, 0.01389, 0.04094, 0.002167, 0.004384, 0.00617]","[0.532, 2.707, 0.531, 1.433, 2.211, 0.532, 2.165]","['DQA1_0201', 'DQA1_0401', 'DQB1_0202', 'DQB1_0302', 'DQB1_0402', 'DRB1_0701', 'DRB1_0801']",1 +Ulceration of intestine,1,5,"[0.03496, 0.01995, 0.01376, 0.01353, 0.01963]","[0.5, 2.151, 0.415, 3.163, 0.451]","['B_0702', 'B_2705', 'DQB1_0602', 'DRB1_0103', 'DRB1_1501']",1 +Umbilical hernia,6,2,"[0.04234, 0.0155, 0.01705, 0.02365]","[1.5, 1.5, 1.574, 1.545]","['B_3501', 'C_0401', 'DQA1_0103', 'DQB1_0603']",1 +Unspecified osteomyelitis,2,3,"[0.04608, 0.0427, 0.00206, 0.02649]","[0.687, 0.745, 1.674, 1.578]","['B_3501', 'C_0401', 'DPA1_0202', 'DPB1_0501']",1 +Urethral hypermobility/ISD,6,4,[0.005127],[2.834],['B_3801'],1 +Urinary incontinence,6,2,"[0.008775, 0.04567, 0.03475, 0.02864]","[1.422, 1.19, 1.202, 1.218]","['B_5501', 'DQA1_0103', 'DQB1_0603', 'DRB1_1301']",1 +"Vaginal enterocele, congenital or acquired",3,1,"[0.04867, 0.03511]","[0.427, 3.014]","['DQB1_0302', 'DRB1_1201']",1 +Ventricular fibrillation and flutter,9,2,"[0.02039, 0.01134, 0.000107, 0.02693, 0.02287]","[2.055, 2.139, 3.523, 2.571, 2.639]","['A_3201', 'A_6801', 'C_0704', 'DPB1_1701', 'DRB1_1201']",1 +Vertiginous syndromes and other disorders of vestibular system,2,2,"[0.03811, 0.006616]","[1.297, 0.398]","['B_4001', 'C_1502']",1 +Vesicoureteral reflux,6,3,[0.002652],[2.18],['A_3101'],1 +Viral hepatitis,0,4,"[0.01448, 0.03787, 0.004926, 0.03045]","[1.353, 1.231, 1.353, 1.241]","['A_1101', 'DQA1_0201', 'DQB1_0202', 'DRB1_0701']",1 +Viral hepatitis B,3,4,"[0.03857, 0.04033, 0.02276, 0.03234]","[1.859, 1.585, 2.228, 2.479]","['B_2705', 'DPB1_0301', 'DPB1_1101', 'DRB1_1201']",1 +Viral hepatitis C,0,4,"[0.04594, 0.03106, 0.04501, 0.04851, 0.005697, 0.02843, 0.03837, 0.04732]","[1.311, 0.764, 1.221, 1.238, 1.378, 0.789, 1.251, 1.235]","['A_1101', 'DPB1_0201', 'DQA1_0102', 'DQA1_0201', 'DQB1_0202', 'DQB1_0301', 'DRB1_0701', 'DRB1_1501']",1 +Visual disturbances,6,2,"[0.005826, 0.03735, 0.03789, 0.01417]","[1.297, 1.223, 1.476, 1.276]","['DQA1_0103', 'DQB1_0603', 'DRB1_0407', 'DRB1_1301']",1 +Voice disturbance,4,3,[0.04184],[0.684],['C_1601'],1 +Wheezing,4,3,"[0.03966, 0.04368]","[1.239, 1.268]","['DQA1_0301', 'DQB1_0302']",1 diff --git a/outputs/clusters/phenotype_cluster_2.csv b/outputs/clusters/phenotype_cluster_2.csv index 58bc0ac..bdf3ae9 100644 --- a/outputs/clusters/phenotype_cluster_2.csv +++ b/outputs/clusters/phenotype_cluster_2.csv @@ -1,290 +1,266 @@ phewas_string,x,y,p_values,odds_ratios,snps,cluster -Abdominal hernia,2,0,"[0.02086, 0.02714, 0.02319, 0.03119]","[0.873, 0.885, 0.882, 1.33]","['DPB1_0301', 'DQB1_0201', 'DRB1_0301', 'DRB1_1201']",2 -Abnormal involuntary movements,4,3,"[0.04489, 0.01545, 0.0365, 0.006266, 0.03633, 0.03097, 0.04303]","[1.458, 0.491, 0.801, 0.725, 1.227, 0.765, 1.598]","['A_2501', 'A_2601', 'DQA1_0101', 'DQB1_0501', 'DQB1_0602', 'DRB1_0101', 'DRB1_1201']",2 -Abnormal movement,4,3,"[0.002571, 0.04718, 0.01548, 0.02783, 0.03805, 0.04186, 0.00707, 0.04233, 0.03136]","[0.862, 0.846, 1.377, 1.308, 1.123, 1.237, 0.741, 1.121, 0.741]","['A_0201', 'B_3501', 'B_3503', 'DPB1_1001', 'DQB1_0201', 'DQB1_0503', 'DQB1_0604', 'DRB1_0301', 'DRB1_1104']",2 -Abnormal weight gain,3,5,"[0.005494, 0.03745, 0.0378, 0.01558, 0.0314]","[1.53, 1.826, 0.743, 0.658, 1.857]","['A_1101', 'B_3801', 'DQA1_0101', 'DRB1_0101', 'DRB1_0103']",2 -Abnormality in fetal heart rate or rhythm,0,0,"[0.01888, 0.001273, 0.0017, 0.001739]","[1.597, 1.859, 1.864, 1.856]","['C_0702', 'DQA1_0102', 'DQB1_0602', 'DRB1_1501']",2 -Abnormality of gait,4,3,"[0.006554, 0.02706, 0.006322, 0.04456, 0.01945]","[0.835, 1.226, 1.518, 1.317, 1.45]","['A_0201', 'A_1101', 'DPB1_1001', 'DQB1_0503', 'DRB1_1401']",2 -Acne,2,4,"[0.04658, 0.03903, 0.01481, 0.04867, 0.04895, 0.01965, 0.02139, 0.02392]","[1.598, 1.857, 1.752, 0.72, 0.511, 0.69, 1.579, 1.466]","['A_2601', 'A_3001', 'B_1302', 'C_0501', 'DQA1_0401', 'DQB1_0501', 'DQB1_0604', 'DRB1_1101']",2 -Acquired spondylolisthesis,4,2,[0.04318],[1.885],['A_3001'],2 -Acute cystitis,5,3,"[0.002385, 0.001649, 0.03657, 0.02416, 0.04922]","[3.84, 5.307, 2.381, 3.312, 0.356]","['A_2501', 'B_1401', 'B_1801', 'B_3503', 'DQB1_0501']",2 -Acute prostatitis,3,3,"[0.04273, 0.02678, 0.009381, 0.00364, 0.02575, 0.03524]","[2.462, 0.352, 2.325, 4.271, 1.898, 0.37]","['A_2601', 'B_0801', 'B_1501', 'B_3801', 'DPB1_0201', 'DPB1_0402']",2 -Acute reaction to stress,1,1,"[0.04332, 0.043]","[0.231, 1.942]","['C_0401', 'DPB1_0301']",2 -Adjustment reaction,1,1,"[0.0428, 0.04206, 0.03289, 0.04566, 0.03334, 0.04578]","[0.563, 1.445, 0.697, 1.187, 0.829, 0.839]","['B_3503', 'B_4901', 'C_0102', 'DPB1_0301', 'DQB1_0201', 'DRB1_0301']",2 -"Agorophobia, social phobia, and panic disorder",1,2,"[0.04251, 0.03761, 0.03858, 0.01378, 0.03613, 0.008814, 0.03414]","[1.46, 0.421, 2.131, 2.173, 0.418, 0.387, 1.781]","['A_2402', 'B_2705', 'B_3901', 'B_4901', 'C_0202', 'DPB1_0101', 'DQB1_0503']",2 -Alcohol-related disorders,1,1,"[0.02166, 0.01207, 0.04975, 0.006552]","[1.605, 0.568, 1.226, 0.254]","['A_2301', 'C_1203', 'DPB1_0401', 'DPB1_1301']",2 -Alcoholism,1,1,"[0.03358, 0.01268, 0.03313, 0.02461]","[1.665, 0.491, 0.739, 0.271]","['A_2301', 'C_1203', 'DPB1_0201', 'DPB1_1301']",2 -Allergy/adverse effect of penicillin,2,1,"[0.03485, 0.01792, 0.008973]","[2.155, 2.785, 2.588]","['B_2705', 'B_5501', 'C_0102']",2 -Alteration of consciousness,1,1,[0.03177],[1.322],['DPB1_1101'],2 -Altered mental status,1,1,"[0.04127, 0.01096, 0.04135, 0.03797, 0.02495]","[0.875, 1.528, 1.234, 0.825, 1.367]","['A_0301', 'B_1401', 'C_0802', 'DQB1_0603', 'DRB1_1401']",2 -Alzheimer's disease,1,1,"[0.0283, 0.03625, 0.04953, 0.04092]","[0.275, 0.501, 0.551, 0.3]","['B_1302', 'B_1801', 'B_5101', 'C_1502']",2 -Amyotrophic Lateral Sclerosis,4,3,[0.04037],[2.144],['A_2501'],2 -Anal and rectal conditions,2,1,"[0.01554, 2.949e-05, 0.02286]","[1.527, 2.233, 0.698]","['B_5501', 'DRB1_0103', 'DRB1_1101']",2 -Anal and rectal polyp,3,1,"[0.009351, 0.04489, 0.01314, 0.03999]","[3.446, 1.976, 2.94, 0.381]","['B_3503', 'B_4001', 'B_5501', 'DQB1_0302']",2 -Aneurysm of other specified artery,4,0,"[0.03412, 0.002914, 0.04297]","[0.335, 2.919, 2.069]","['A_2402', 'B_1402', 'C_0802']",2 -Angina pectoris,3,5,"[0.004182, 0.003314, 0.008524, 0.00436, 0.04803]","[1.331, 0.364, 1.723, 0.628, 1.177]","['A_1101', 'B_3801', 'B_4002', 'C_1203', 'DRB1_0301']",2 -Anomalies of tooth position/malocclusion,0,1,"[0.02342, 0.001895, 0.03164, 0.01165, 0.009288]","[2.039, 3.218, 1.613, 1.792, 1.817]","['B_1801', 'DPB1_1301', 'DQA1_0102', 'DQB1_0602', 'DRB1_1501']",2 -Anorexia,4,2,"[0.01461, 0.03434, 0.00692]","[1.587, 1.323, 1.514]","['A_2501', 'B_4001', 'B_5701']",2 -Antisocial/borderline personality disorder,0,0,"[0.04186, 0.02314, 0.02809, 0.0403, 0.03915]","[2.278, 1.81, 1.811, 2.044, 1.747]","['A_3101', 'DQA1_0102', 'DQB1_0602', 'DRB1_0404', 'DRB1_1501']",2 -Anxiety disorder,0,2,"[0.01264, 0.01282, 0.002302, 0.04167, 0.03905, 0.02148, 0.001696, 0.03011, 0.009521, 0.002592, 0.04358]","[0.712, 0.875, 1.178, 1.117, 1.259, 0.816, 0.848, 1.223, 1.237, 0.853, 1.164]","['A_2301', 'B_0801', 'B_4402', 'C_0501', 'C_0704', 'C_1601', 'DQB1_0201', 'DQB1_0503', 'DQB1_0604', 'DRB1_0301', 'DRB1_1302']",2 -Anxiety disorders,0,2,"[0.0337, 0.003048, 0.0377, 0.04887, 0.009191, 0.00102, 0.0005484, 0.001552, 0.005153]","[0.904, 1.153, 1.246, 1.101, 1.111, 0.858, 1.286, 0.862, 1.205]","['B_0801', 'B_4402', 'B_4901', 'C_0501', 'DQA1_0102', 'DQB1_0201', 'DQB1_0604', 'DRB1_0301', 'DRB1_1302']",2 -Aphasia,1,5,"[0.0343, 0.03364, 0.01583, 0.004905, 0.03138, 0.03805, 0.006463, 0.0366]","[1.388, 1.55, 1.444, 2.206, 0.709, 1.381, 2.359, 1.381]","['B_0702', 'B_4403', 'C_0702', 'DPB1_1001', 'DQA1_0301', 'DQB1_0602', 'DRB1_0103', 'DRB1_1501']",2 -Aphasia/speech disturbance,1,5,"[0.03207, 0.01754, 0.02292, 0.04648, 0.008731, 0.01938, 0.03084, 0.04722, 0.0401]","[0.744, 1.556, 1.25, 0.439, 1.286, 1.603, 0.812, 1.22, 1.229]","['A_2402', 'A_2501', 'B_0702', 'B_3503', 'C_0702', 'DPB1_1001', 'DQA1_0301', 'DQB1_0201', 'DRB1_0301']",2 -Appendicitis,0,1,"[0.02481, 0.04574, 0.005928, 0.04019]","[0.496, 2.076, 1.528, 1.4]","['B_4001', 'DPB1_1401', 'DQA1_0102', 'DRB1_1501']",2 -Atopic/contact dermatitis due to other or unspecified,2,4,"[0.007125, 0.04844, 0.005239, 0.0004807, 0.00942, 0.0007269, 0.002261, 0.00639, 0.0007808]","[0.838, 1.265, 1.195, 0.794, 1.156, 1.233, 0.806, 0.814, 1.232]","['A_0301', 'A_2601', 'B_0801', 'DQA1_0101', 'DQA1_0501', 'DQB1_0201', 'DQB1_0501', 'DRB1_0101', 'DRB1_0301']",2 -Atrophic gastritis,5,2,"[0.04999, 0.03597, 0.02726]","[1.867, 1.497, 0.397]","['A_2601', 'DQB1_0501', 'DRB1_1301']",2 -Attention deficit hyperactivity disorder,1,2,"[0.02991, 0.007436, 0.02714, 0.03784, 0.004453, 0.03167]","[0.741, 0.657, 1.782, 0.695, 1.995, 1.639]","['A_0101', 'B_0801', 'B_4901', 'C_0602', 'DPB1_1001', 'DQB1_0503']",2 -Autism,2,1,"[0.02323, 0.003841, 0.03484]","[1.756, 2.617, 1.73]","['B_3501', 'B_5501', 'DQB1_0303']",2 -Bariatric surgery,5,2,"[0.04584, 0.03857]","[0.312, 1.749]","['A_2601', 'B_1302']",2 -Basal cell carcinoma,4,0,"[0.03038, 0.02941, 0.0007456, 0.0004989, 0.006266, 0.02006, 0.03192, 0.003861, 0.002071, 0.02836, 0.02943, 0.007006, 0.03929, 0.04692]","[1.366, 0.548, 1.971, 2.353, 0.493, 0.682, 1.515, 0.392, 1.454, 0.689, 1.326, 2.087, 0.724, 1.427]","['A_2402', 'A_2902', 'B_1402', 'B_3503', 'B_4403', 'C_0501', 'C_0802', 'C_1601', 'DQA1_0101', 'DQB1_0202', 'DQB1_0501', 'DRB1_0103', 'DRB1_0401', 'DRB1_0404']",2 -Benign mammary dysplasias,2,3,"[0.01699, 0.01036, 0.01764, 0.04478, 0.01719, 0.04265]","[1.261, 1.675, 1.6, 1.379, 1.603, 0.847]","['A_2402', 'A_3001', 'B_3801', 'DPB1_1101', 'DPB1_1401', 'DQB1_0301']",2 -Benign neoplasm of breast,2,2,"[0.0421, 0.0274, 0.02047, 0.01185, 0.04224, 0.03325, 0.03417]","[2.26, 2.418, 0.438, 1.874, 2.254, 2.231, 2.222]","['A_2601', 'B_5501', 'DPB1_0201', 'DPB1_0402', 'DPB1_1101', 'DQB1_0402', 'DQB1_0503']",2 -Benign neoplasm of colon,4,1,"[0.0248, 0.02147, 0.02199, 0.004869, 0.04623]","[0.892, 1.278, 1.433, 1.294, 0.797]","['A_0201', 'B_1402', 'B_4002', 'C_0802', 'DPA1_0202']",2 -Benign neoplasm of ovary,0,3,"[0.04102, 0.0202, 0.002053, 0.03578, 0.03232, 0.02093]","[2.104, 0.481, 2.933, 2.994, 0.397, 2.237]","['B_2705', 'DQA1_0301', 'DQB1_0604', 'DRB1_0103', 'DRB1_0401', 'DRB1_1302']",2 -Benign neoplasm of thyroid glands,4,2,"[0.009939, 0.01683]","[1.968, 0.551]","['A_0201', 'DPB1_0401']",2 -Blood in stool,3,0,"[0.01661, 0.03742, 0.001225, 0.04604, 0.0265, 0.0242, 0.04032]","[1.352, 1.281, 1.245, 1.174, 1.5, 1.255, 0.632]","['A_3101', 'C_0802', 'DQB1_0301', 'DRB1_0101', 'DRB1_0407', 'DRB1_1101', 'DRB1_1401']",2 -Bone cancer,4,2,"[0.006594, 0.0359, 0.03352]","[1.565, 1.264, 1.305]","['B_5101', 'DQA1_0301', 'DRB1_0401']",2 -Bone marrow or stem cell transplant,0,5,"[0.02336, 0.03318, 0.02995, 0.01074, 0.008089, 0.03935, 0.03194, 0.01644, 0.04481, 0.02828, 0.04113]","[1.302, 1.283, 0.459, 1.339, 1.337, 0.792, 0.747, 1.325, 1.456, 0.741, 1.271]","['A_0301', 'B_0702', 'B_1402', 'C_0702', 'DQA1_0102', 'DQA1_0501', 'DQB1_0201', 'DQB1_0602', 'DQB1_0604', 'DRB1_0301', 'DRB1_1501']",2 -Cachexia,3,5,"[0.01256, 0.01142, 0.02391, 0.0086]","[1.992, 2.043, 0.56, 2.553]","['A_1101', 'B_4001', 'DQA1_0501', 'DQB1_0503']",2 -Cancer of connective tissue,4,2,"[0.02903, 0.04367]","[1.681, 0.787]","['B_3701', 'C_0702']",2 -Cancer of other endocrine glands,2,3,"[0.03457, 0.04735, 0.004489, 0.02004]","[2.682, 0.512, 3.374, 1.985]","['B_3801', 'DPB1_0402', 'DPB1_1401', 'DQB1_0303']",2 -"Cancer of other lymphoid, histiocytic tissue",4,2,[0.01668],[1.199],['B_0801'],2 -Cancer of other male genital organs,0,0,"[0.01983, 0.03876, 0.01624]","[1.674, 0.227, 1.736]","['DQA1_0102', 'DQB1_0303', 'DRB1_1501']",2 -Cancer of prostate,4,2,"[0.008931, 0.03229, 0.0391]","[1.555, 0.812, 1.425]","['A_3001', 'B_3501', 'B_3801']",2 -Carcinoid syndrome,2,2,"[0.0483, 0.005722, 0.04026, 0.02243, 0.005364]","[0.137, 3.049, 0.477, 2.51, 2.107]","['B_3501', 'B_5501', 'DPA1_0201', 'DQB1_0503', 'DRB1_0401']",2 -Cardiac arrest,3,5,"[0.0145, 0.04018, 0.02638, 0.0121, 0.04282]","[1.711, 0.569, 0.605, 2.522, 0.642]","['A_1101', 'DQB1_0202', 'DQB1_0602', 'DRB1_1201', 'DRB1_1501']",2 -Cellulitis and abscess of face/neck,4,0,"[0.003852, 0.006044, 0.02525, 0.01881, 0.0125]","[2.104, 1.902, 2.018, 2.25, 0.354]","['B_1402', 'C_0802', 'DPB1_1301', 'DPB1_1401', 'DRB1_0404']",2 -Cellulitis and abscess of trunk,2,4,"[0.03964, 0.04546, 0.01052, 0.01918]","[1.802, 1.235, 0.679, 1.319]","['B_1401', 'DQA1_0301', 'DRB1_0101', 'DRB1_0401']",2 -Cerebral aneurysm,4,4,"[0.0248, 0.02611, 0.02498, 0.03015, 0.005296, 0.03956, 0.03242]","[1.82, 2.167, 2.097, 0.282, 2.636, 0.686, 0.603]","['A_6801', 'B_3503', 'C_0704', 'C_0802', 'DPB1_1401', 'DQA1_0301', 'DRB1_0401']",2 -Cerebral edema and compression of brain,4,4,"[0.002091, 0.01151, 0.01742, 0.04099, 0.01254]","[1.644, 1.716, 1.791, 0.357, 1.879]","['A_6801', 'DPB1_1001', 'DPB1_1401', 'DPB1_1701', 'DQB1_0502']",2 -Certain early complications of trauma or procedure,2,0,"[0.004466, 0.02573, 0.02117, 0.01176]","[1.572, 1.329, 1.342, 0.522]","['DPB1_0101', 'DQB1_0201', 'DRB1_0301', 'DRB1_1101']",2 -Chemotherapy,4,2,"[0.04437, 0.005778]","[0.806, 1.18]","['A_2301', 'DQB1_0303']",2 -Cholelithiasis,5,1,"[0.04279, 0.02577, 0.01108, 0.04076, 0.03706, 0.004361, 0.03316, 0.004295]","[1.362, 0.797, 1.491, 0.85, 1.37, 1.448, 0.814, 1.402]","['B_1402', 'C_0501', 'DPB1_0501', 'DQA1_0301', 'DQB1_0503', 'DQB1_0604', 'DRB1_0401', 'DRB1_1302']",2 -Cholelithiasis with acute cholecystitis,0,5,"[0.01679, 0.04173, 0.02204, 0.02022, 0.003629, 0.03006, 0.01935, 0.01409, 0.004163, 0.00958, 0.0215]","[2.505, 1.768, 2.12, 1.898, 2.221, 0.491, 0.296, 1.978, 2.855, 2.484, 1.894]","['A_3201', 'B_0702', 'B_4001', 'C_0702', 'DQA1_0102', 'DQA1_0301', 'DQB1_0302', 'DQB1_0602', 'DQB1_0604', 'DRB1_1302', 'DRB1_1501']",2 -Chorioretinal scars,0,0,"[0.04168, 0.002887, 0.04039, 0.0208, 0.03237]","[1.827, 3.689, 1.79, 1.959, 1.862]","['A_0201', 'DPB1_1001', 'DQA1_0102', 'DQB1_0602', 'DRB1_1501']",2 -"Chronic Kidney Disease, Stage III",1,0,"[0.02046, 0.04012, 0.04772, 0.02256, 0.04212, 0.02456, 0.0125, 0.001834, 0.001817, 0.00437, 0.03027, 0.001821, 0.004547]","[0.84, 1.163, 0.62, 1.235, 1.181, 0.848, 1.369, 1.22, 1.248, 0.804, 0.831, 1.249, 0.807]","['B_0702', 'B_0801', 'B_3801', 'B_4001', 'C_0304', 'C_0702', 'DQA1_0401', 'DQA1_0501', 'DQB1_0201', 'DQB1_0602', 'DRB1_0101', 'DRB1_0301', 'DRB1_1501']",2 -"Chronic Kidney Disease, Stage IV",1,0,"[0.04931, 0.02583, 0.008452, 0.03721, 0.0273, 0.02059, 0.02472]","[1.428, 1.207, 1.542, 0.81, 1.639, 1.514, 0.798]","['A_2501', 'DQA1_0501', 'DQB1_0402', 'DQB1_0602', 'DRB1_0103', 'DRB1_0801', 'DRB1_1501']",2 -"Chronic glomerulonephritis, NOS",2,5,"[0.02604, 0.01858, 0.01104, 0.004826, 0.0187, 0.02316, 0.001859]","[1.671, 0.394, 1.779, 1.906, 0.435, 0.407, 2.03]","['B_0702', 'B_4402', 'C_0702', 'DQB1_0201', 'DQB1_0501', 'DRB1_0101', 'DRB1_0301']",2 -Chronic pancreatitis,5,1,"[0.0294, 0.04565, 0.03422]","[2.074, 2.195, 1.571]","['B_1402', 'C_0704', 'DPB1_0201']",2 -Chronic prostatitis,3,3,"[0.01193, 0.04384, 0.02503, 0.03521, 0.04101, 0.0238, 0.01306]","[3.951, 0.299, 0.419, 0.398, 1.812, 1.964, 3.121]","['B_3801', 'C_0401', 'DPA1_0103', 'DPA1_0201', 'DQA1_0102', 'DQB1_0602', 'DRB1_1104']",2 -Chronic renal failure [CKD],1,0,"[0.006444, 0.002419, 0.01902, 0.02346, 0.01529, 0.000567, 0.0428, 0.02051, 0.0005444, 0.02476, 0.03659]","[0.647, 0.683, 1.138, 1.22, 1.109, 1.179, 1.205, 0.892, 1.18, 0.74, 0.903]","['B_3801', 'B_5501', 'C_0304', 'DQA1_0401', 'DQA1_0501', 'DQB1_0201', 'DQB1_0402', 'DQB1_0602', 'DRB1_0301', 'DRB1_1401', 'DRB1_1501']",2 -Chronic thyroiditis,4,2,"[0.01006, 0.03775, 0.0432]","[1.657, 0.227, 0.357]","['B_0801', 'DQB1_0604', 'DRB1_1302']",2 -Chronic ulcer of leg or foot,2,4,"[0.01537, 0.01884, 0.0338, 0.02588, 0.01078, 0.007489, 0.009419]","[0.742, 1.729, 0.777, 0.785, 1.338, 0.714, 0.725]","['B_0702', 'B_3701', 'C_0702', 'DQA1_0102', 'DQB1_0302', 'DQB1_0602', 'DRB1_1501']",2 -Coma,4,4,"[0.04749, 0.01251, 0.04376]","[1.953, 0.23, 2.545]","['A_6801', 'B_1501', 'DPB1_1401']",2 -"Complications of gastrostomy, colostomy and enterostomy",5,2,[0.01146],[0.676],['A_0101'],2 -Conduct disorders,0,2,"[0.02116, 0.01435, 0.02816, 0.0172, 0.006692, 0.04687, 0.03558, 0.04968]","[1.517, 1.464, 0.427, 1.486, 0.556, 1.342, 1.659, 1.547]","['A_2402', 'B_0702', 'B_2705', 'C_0501', 'DPB1_0402', 'DQA1_0102', 'DQB1_0604', 'DRB1_1302']",2 -Congenital factor VIII disorder,0,0,"[0.01471, 0.03182, 0.007118]","[2.097, 1.954, 2.284]","['DQA1_0102', 'DQB1_0602', 'DRB1_1501']",2 -Congenital musculoskeletal deformities of spine,2,1,"[0.007512, 0.02831, 0.01822]","[2.087, 2.391, 3.005]","['B_4001', 'B_5501', 'DQB1_0502']",2 -Corns and callosities,1,2,"[0.02489, 0.02636, 0.04868, 0.03555, 0.008093, 0.04159, 0.04218, 0.04068, 0.03649]","[1.979, 1.927, 0.538, 0.484, 1.781, 0.618, 0.512, 1.822, 0.466]","['A_2501', 'A_2601', 'B_1501', 'C_0303', 'DPB1_0101', 'DPB1_0402', 'DQA1_0103', 'DQB1_0503', 'DRB1_1301']",2 -Coronary atherosclerosis,3,0,"[0.03997, 0.008993, 0.03145, 0.009667, 0.01661, 0.04426, 0.02682, 0.03116, 0.004668, 0.004183]","[0.834, 0.798, 0.778, 0.728, 1.332, 0.863, 0.92, 1.082, 0.888, 0.888]","['A_2601', 'B_1402', 'B_3503', 'B_3801', 'B_3901', 'C_0802', 'DQA1_0102', 'DQA1_0501', 'DQB1_0602', 'DRB1_1501']",2 -Cramp of limb,3,3,"[0.007113, 0.03391, 0.0266]","[3.045, 0.516, 1.888]","['B_3801', 'DQB1_0201', 'DRB1_1101']",2 -Curvature of spine,4,1,"[0.0165, 0.03067, 0.01822, 0.01132, 0.008724, 0.001658]","[1.429, 1.478, 0.608, 0.639, 0.569, 1.412]","['A_2902', 'B_1402', 'B_2705', 'B_3501', 'C_0202', 'C_0602']",2 -Cutaneous lupus erythematosus,2,4,"[0.01937, 0.04885, 0.04507, 0.01686, 0.0433, 0.03847, 0.04905]","[1.864, 0.364, 0.493, 0.548, 1.589, 1.607, 0.529]","['A_1101', 'C_0303', 'C_0501', 'DQA1_0301', 'DQB1_0201', 'DRB1_0301', 'DRB1_0401']",2 -Cystic mastopathy,2,3,"[0.0453, 0.008723, 0.008021, 0.04316, 0.04358]","[1.239, 1.759, 1.738, 1.2, 1.556]","['A_2402', 'A_3001', 'B_3801', 'DPA1_0201', 'DPB1_1401']",2 -Degenerative disease of the spinal cord,4,3,"[0.0105, 0.0455, 0.03829, 0.04105]","[1.695, 0.792, 0.475, 1.262]","['A_2501', 'DPA1_0103', 'DPB1_1101', 'DRB1_1501']",2 -Delirium dementia and amnestic and other cognitive disorders,1,1,"[0.03031, 0.02585, 0.01301]","[0.773, 1.321, 0.716]","['B_3501', 'C_0102', 'DRB1_0404']",2 -Dementias,1,1,"[0.04866, 0.02409, 0.0212, 0.006757]","[1.408, 0.715, 1.418, 0.628]","['A_2601', 'B_3501', 'C_0102', 'DRB1_0404']",2 -"Dentofacial anomalies, including malocclusion",0,1,"[0.01517, 0.04032, 0.003216, 0.03269, 0.008524, 0.006976]","[2.085, 1.62, 3.018, 1.587, 1.803, 1.823]","['B_1801', 'DPB1_0402', 'DPB1_1301', 'DQA1_0102', 'DQB1_0602', 'DRB1_1501']",2 -Depression,0,2,"[0.01492, 0.04882, 0.02323, 0.02694, 0.04405, 0.02162]","[0.729, 1.22, 0.895, 1.087, 1.153, 1.157]","['B_3801', 'B_4901', 'C_0401', 'DQA1_0102', 'DQB1_0604', 'DRB1_1302']",2 -Dermatochalasis,2,1,[0.01051],[1.784],['B_5501'],2 -Develomental delays and disorders,1,1,"[0.02552, 0.02871]","[0.631, 1.541]","['A_6801', 'DPB1_1001']",2 -Diaphragmatic hernia,2,0,"[0.004327, 0.03475, 0.03362, 0.004948, 0.005353]","[0.762, 1.302, 0.836, 0.771, 0.772]","['B_0801', 'C_0202', 'C_0701', 'DQB1_0201', 'DRB1_0301']",2 -Diseases of esophagus,5,2,"[0.02699, 0.03855, 0.02315]","[1.143, 0.93, 0.832]","['A_6801', 'B_0702', 'DRB1_1104']",2 -Diseases of sebaceous glands,2,4,"[0.001309, 0.04459, 0.005517, 0.009039, 0.0136, 0.03991, 0.02367, 0.03643, 0.03768, 0.04402, 0.04164]","[1.484, 0.808, 0.503, 1.516, 1.242, 0.81, 1.193, 1.246, 0.863, 1.164, 0.857]","['A_2601', 'B_3501', 'B_3701', 'B_3801', 'B_4001', 'C_0303', 'C_0304', 'C_1203', 'DQA1_0101', 'DQB1_0202', 'DQB1_0501']",2 -Diseases of the jaws,5,2,"[0.001273, 0.04971]","[1.465, 0.248]","['A_0201', 'DRB1_0901']",2 -Disorders of amino-acid metabolism,4,2,[0.006976],[2.31],['DQB1_0302'],2 -Disorders of esophageal motility,5,0,"[0.01803, 0.02457, 0.03522, 0.02998, 0.02645, 0.04921]","[1.887, 2.232, 1.941, 0.537, 2.303, 2.505]","['A_1101', 'B_1402', 'B_2705', 'C_0701', 'DPB1_0501', 'DPB1_1401']",2 -Disorders of function of stomach,1,0,"[0.04149, 0.03362, 0.0026, 0.04158, 0.04964, 0.04855, 0.02932]","[1.253, 0.582, 1.334, 0.845, 1.171, 1.363, 1.436]","['B_4001', 'B_5501', 'C_0304', 'DQA1_0102', 'DQB1_0301', 'DQB1_0402', 'DRB1_0801']",2 -Disorders of lipoid metabolism,0,4,"[0.00266, 0.02294, 0.001556, 0.002278, 0.02155, 0.04503, 0.04291, 0.02231, 0.0482, 0.001017, 0.005586, 0.02451, 0.004556, 0.0002066]","[0.904, 1.107, 1.131, 0.905, 0.879, 0.866, 1.173, 1.108, 1.14, 0.895, 1.175, 1.112, 1.158, 0.883]","['B_0702', 'B_4001', 'C_0304', 'C_0702', 'C_1601', 'DPB1_1101', 'DPB1_1301', 'DQA1_0103', 'DQB1_0503', 'DQB1_0602', 'DQB1_0604', 'DRB1_1301', 'DRB1_1302', 'DRB1_1501']",2 -Disorders of parathyroid gland,4,2,[0.01454],[0.581],['DPB1_0101'],2 -Disorders of sweat glands,0,5,"[0.03273, 0.02534, 0.008687, 0.004271, 0.01236, 0.04998, 0.0329, 0.01621, 0.04201, 0.03003, 0.01901]","[1.645, 1.671, 2.348, 2.188, 2.549, 0.562, 1.607, 0.427, 1.613, 1.692, 1.72]","['B_0702', 'C_0702', 'DPA1_0202', 'DPB1_0101', 'DPB1_0501', 'DQA1_0101', 'DQA1_0102', 'DQB1_0501', 'DQB1_0602', 'DRB1_0401', 'DRB1_1501']",2 -"Disorders of uterus, NEC",3,3,"[0.03517, 0.04331]","[2.665, 0.355]","['B_3801', 'C_0303']",2 -Disorders resulting from impaired renal function,1,0,"[0.02004, 0.0173, 0.04248, 0.002083, 0.03136, 0.0131, 0.04732, 0.003822, 0.02616]","[1.323, 1.29, 1.191, 1.335, 1.446, 0.771, 1.357, 1.314, 0.796]","['B_4001', 'C_0304', 'DQA1_0501', 'DQB1_0201', 'DQB1_0402', 'DQB1_0602', 'DQB1_0604', 'DRB1_0301', 'DRB1_1501']",2 -Disturbance of skin sensation,2,4,"[0.00399, 0.03404, 0.01463, 0.009659, 0.02926, 0.00842, 0.0419, 0.007397, 0.002353, 0.005635]","[1.204, 1.161, 1.173, 1.308, 0.551, 1.194, 1.136, 1.199, 0.69, 1.204]","['A_0101', 'B_0801', 'C_0701', 'C_1203', 'C_1402', 'DPB1_0401', 'DQA1_0102', 'DQB1_0602', 'DRB1_0404', 'DRB1_1501']",2 -Diverticulitis,5,2,"[0.03127, 0.02157, 0.04437, 0.01244, 0.007299]","[0.409, 1.429, 0.725, 0.712, 0.258]","['A_2501', 'C_0303', 'C_0401', 'C_0702', 'DPB1_0601']",2 -Diverticulosis,5,1,"[0.0113, 0.02786, 0.0495, 0.02862]","[1.343, 1.207, 1.121, 0.789]","['B_1402', 'C_0303', 'DQA1_0501', 'DRB1_0404']",2 -Diverticulosis and diverticulitis,5,1,"[0.04812, 0.01704, 0.03092, 0.03273, 0.005049, 0.008496, 0.03293]","[1.247, 1.209, 0.729, 0.887, 1.163, 0.764, 1.199]","['B_1402', 'C_0303', 'DPB1_0601', 'DQA1_0301', 'DQA1_0501', 'DRB1_0404', 'DRB1_1101']",2 -Dyspepsia and other specified disorders of function of stomach,5,2,"[0.04031, 0.03473, 0.016, 0.03733, 0.02364]","[1.267, 1.3, 0.692, 0.756, 1.915]","['A_0201', 'B_0702', 'B_0801', 'C_0701', 'C_1402']",2 -Dysplasia of female genital organs,0,5,"[0.04373, 0.000279, 0.00226, 0.04399, 0.03986, 0.02384, 0.001907, 0.04642, 0.04875, 0.001276]","[1.828, 2.571, 2.215, 1.752, 1.703, 1.86, 2.254, 1.949, 0.137, 2.316]","['A_2402', 'B_0702', 'C_0702', 'DPB1_0301', 'DQA1_0102', 'DQB1_0302', 'DQB1_0602', 'DRB1_1101', 'DRB1_1301', 'DRB1_1501']",2 -Eating disorder,0,3,"[0.04308, 0.0009671, 0.0153]","[0.42, 2.883, 2.173]","['C_0401', 'DQB1_0604', 'DRB1_1302']",2 -Electrolyte imbalance,3,0,"[0.04253, 0.03556, 0.009733, 0.03251, 0.001588, 0.01151, 0.02967, 0.0486, 0.03393, 0.03924, 0.03347]","[0.825, 0.847, 1.163, 0.794, 1.22, 0.897, 0.865, 1.105, 0.921, 1.085, 0.923]","['A_2301', 'B_1402', 'B_2705', 'B_3801', 'C_0102', 'C_0401', 'C_0802', 'DPB1_0101', 'DPB1_0201', 'DPB1_0301', 'DQB1_0602']",2 -Elevated carcinoembryonic antigen [CEA],0,0,"[0.001297, 0.04203, 0.0009929, 0.03734, 0.002023, 0.03746, 0.0009669]","[2.811, 0.393, 1.937, 0.384, 1.89, 0.346, 1.964]","['A_2501', 'B_4001', 'DQA1_0102', 'DQA1_0103', 'DQB1_0602', 'DRB1_1301', 'DRB1_1501']",2 -Empyema and pneumothorax,1,4,"[0.04201, 0.01103, 0.04697, 0.02112, 0.004064, 0.006839, 0.01548, 0.04018, 0.0001216, 0.02773]","[1.213, 0.609, 1.28, 1.184, 0.305, 0.59, 0.49, 1.16, 0.506, 0.827]","['A_1101', 'A_2601', 'A_6801', 'B_0702', 'B_1401', 'B_1402', 'B_3801', 'C_0702', 'C_0802', 'DPB1_0402']",2 -Encephalitis,0,0,"[0.000116, 0.008847, 0.02963]","[3.126, 2.033, 1.811]","['DPB1_0101', 'DQB1_0602', 'DRB1_1501']",2 -End stage renal disease,2,0,"[0.01576, 0.01455, 0.02672, 0.04285, 0.009403, 0.0315, 0.03507, 0.02903, 0.001048, 0.0006259, 0.04042, 0.02272, 0.001269]","[0.602, 1.218, 0.521, 0.824, 0.535, 0.807, 1.173, 0.711, 1.673, 1.307, 1.186, 0.823, 1.289]","['A_2601', 'B_0801', 'B_3503', 'B_4402', 'B_5501', 'C_0401', 'C_0701', 'C_1203', 'DPB1_1001', 'DQB1_0201', 'DQB1_0302', 'DQB1_0602', 'DRB1_0301']",2 -Epistaxis or throat hemorrhage,1,4,[0.001377],[1.466],['DPB1_0402'],2 -Erythematous conditions,2,4,"[0.03353, 0.0164, 0.0009599, 0.03566, 0.02777, 0.0303, 0.0004611, 0.01825, 0.04786, 0.0004044]","[0.741, 0.479, 1.232, 0.806, 1.166, 0.553, 1.269, 1.179, 0.808, 1.269]","['A_6801', 'B_4002', 'DQA1_0102', 'DQA1_0103', 'DQB1_0201', 'DQB1_0502', 'DQB1_0602', 'DRB1_0301', 'DRB1_1301', 'DRB1_1501']",2 -"Esophagitis, GERD and related diseases",5,2,"[0.01537, 0.03752, 0.04998]","[1.164, 1.166, 0.848]","['A_6801', 'DPB1_0601', 'DRB1_1104']",2 -Facial nerve disorders [CN7],4,3,[0.0447],[1.838],['A_2601'],2 -Facial weakness,0,3,"[0.02826, 0.02667, 0.03431, 0.02482, 0.03895, 0.0399, 0.04913, 0.0012, 0.0366, 0.01288]","[2.596, 3.215, 1.839, 0.403, 1.751, 1.781, 0.427, 3.113, 1.799, 2.39]","['A_2601', 'B_3801', 'DPB1_0301', 'DQA1_0101', 'DQA1_0501', 'DQB1_0201', 'DQB1_0501', 'DQB1_0604', 'DRB1_0301', 'DRB1_1302']",2 -Fasciitis,2,1,"[0.03702, 0.0041, 0.04417, 0.02479, 0.03163]","[1.93, 2.001, 1.425, 1.387, 1.322]","['B_3801', 'B_5501', 'C_0303', 'DPB1_0301', 'DQA1_0102']",2 -First degree AV block,0,3,"[0.04166, 0.02401, 0.01179, 0.01066, 0.0025, 0.03234, 0.007404]","[2.38, 1.532, 1.821, 2.355, 2.228, 2.338, 1.967]","['B_3901', 'DPA1_0201', 'DPB1_0101', 'DPB1_1001', 'DQB1_0604', 'DRB1_0103', 'DRB1_1302']",2 -Flat foot,0,3,"[0.01466, 0.02283, 0.00383, 0.02985]","[2.89, 1.938, 2.889, 2.217]","['A_2501', 'DQB1_0302', 'DQB1_0604', 'DRB1_1302']",2 -Fluid overload,0,4,"[0.0355, 0.0007691, 0.04128, 0.02429, 0.002681, 0.03965, 0.04295, 0.04662, 0.03773, 0.005112, 0.03669, 0.03308, 0.004751, 0.03123]","[0.799, 0.299, 1.218, 0.812, 0.635, 0.794, 1.146, 0.854, 0.791, 1.395, 1.171, 0.578, 1.358, 0.845]","['B_1501', 'B_3801', 'B_4001', 'C_0401', 'C_1203', 'DQA1_0103', 'DQA1_0501', 'DQB1_0602', 'DQB1_0603', 'DQB1_0604', 'DRB1_0301', 'DRB1_0901', 'DRB1_1302', 'DRB1_1501']",2 -Fracture of ankle and foot,2,0,"[0.04166, 0.0006735, 0.04088, 0.03012, 0.04842]","[1.2, 0.705, 1.197, 1.21, 0.739]","['B_0801', 'DPB1_0201', 'DQB1_0201', 'DRB1_0301', 'DRB1_0404']",2 -Fracture of foot,2,0,"[0.03894, 0.004611, 0.0139, 0.03224, 0.002599, 0.03244, 0.0331, 0.03506]","[1.769, 1.399, 1.319, 0.413, 0.647, 1.297, 1.288, 0.621]","['A_3001', 'B_0801', 'C_0701', 'C_1502', 'DPB1_0201', 'DQB1_0501', 'DRB1_0301', 'DRB1_0404']",2 -Fracture of humerus,3,3,"[0.01165, 0.0428]","[1.956, 0.433]","['B_3801', 'DRB1_0801']",2 -Fracture of lower limb,2,0,"[0.03355, 0.002134, 0.01894, 0.0405, 0.03356]","[0.847, 0.446, 0.825, 1.165, 1.172]","['B_0702', 'C_0704', 'DPB1_0201', 'DQB1_0201', 'DRB1_0301']",2 -Fracture of patella,2,0,"[0.001818, 0.004703, 0.02608, 0.02264]","[1.984, 0.419, 1.59, 1.608]","['C_0304', 'DPB1_0201', 'DQB1_0201', 'DRB1_0301']",2 -Frequency of urination and polyuria,3,2,"[0.007178, 0.03315, 0.02064, 0.03361, 0.0005566, 0.04525]","[0.857, 0.646, 1.354, 1.199, 1.349, 1.191]","['A_0201', 'B_4901', 'B_5501', 'C_0303', 'DRB1_1101', 'DRB1_1301']",2 -Functional digestive disorders,5,2,"[0.04671, 0.03151, 0.02127]","[0.742, 0.821, 0.725]","['C_0202', 'DQB1_0302', 'DRB1_0404']",2 -Gastritis and duodenitis,4,1,"[0.02333, 0.03989, 0.01864, 0.03357, 0.04852, 0.01689, 0.0326]","[1.165, 1.329, 1.487, 1.293, 0.869, 0.464, 0.842]","['A_0201', 'B_1402', 'B_3701', 'C_0802', 'DQA1_0102', 'DQB1_0502', 'DQB1_0602']",2 -Gastrointestinal complications,5,2,"[0.02864, 0.003295, 0.01713]","[1.244, 1.715, 1.791]","['A_0101', 'B_1302', 'DRB1_0103']",2 -Gastrointestinal hemorrhage,3,0,"[0.0412, 0.02943, 0.007387, 0.03358, 0.0351, 0.007843, 0.007441, 0.005984, 0.01518]","[0.756, 1.216, 1.288, 0.705, 0.845, 1.246, 1.133, 1.425, 0.705]","['A_2301', 'A_3101', 'B_1402', 'B_3801', 'B_4403', 'C_0802', 'DQB1_0301', 'DRB1_0407', 'DRB1_1401']",2 -Generalized convulsive epilepsy,4,3,"[0.04645, 0.02341, 0.0444, 0.02098]","[0.676, 1.313, 0.309, 0.736]","['A_1101', 'DPB1_0201', 'DPB1_1701', 'DQA1_0101']",2 -Gross hematuria,4,4,"[0.0448, 0.03498, 0.02787, 0.0268, 0.03361]","[0.734, 1.749, 2.241, 2.157, 1.756]","['A_0201', 'A_3101', 'B_4002', 'DPB1_1401', 'DQA1_0401']",2 -"HIV infection, symptomatic",0,0,"[0.0003636, 0.02155, 0.006188]","[1.946, 1.572, 1.7]","['DQA1_0102', 'DQB1_0602', 'DRB1_1501']",2 -Hallux valgus (Bunion),5,0,"[0.03405, 0.04483, 0.03164, 0.04129, 0.01252, 0.048, 0.0413]","[1.784, 1.632, 1.765, 0.639, 2.068, 1.603, 1.773]","['A_2601', 'A_3201', 'B_1402', 'C_0401', 'C_0704', 'C_0802', 'DPB1_0501']",2 -Hemangioma of skin and subcutaneous tissue,4,2,"[0.04704, 0.02365, 0.0477]","[0.578, 0.545, 1.658]","['C_0501', 'DRB1_0401', 'DRB1_0404']",2 -Hemiplegia,4,3,"[0.04816, 0.03032, 0.02187]","[1.284, 1.345, 1.817]","['A_0101', 'DPB1_0402', 'DPB1_1001']",2 -Hemorrhage of rectum and anus,5,1,"[0.01709, 0.01916, 0.01648, 0.01668, 0.03413, 0.04691]","[1.505, 1.429, 0.769, 0.768, 0.688, 1.327]","['B_1402', 'C_0802', 'DQB1_0201', 'DRB1_0301', 'DRB1_0404', 'DRB1_1302']",2 -Hereditary and idiopathic peripheral neuropathy,4,3,"[0.03568, 0.02119, 0.001202, 0.03872, 0.0349]","[1.151, 1.309, 1.346, 0.689, 1.422]","['A_0101', 'A_6801', 'DPB1_0101', 'DPB1_0601', 'DRB1_0901']",2 -Hereditary hemolytic anemias,2,1,"[0.003658, 0.01921]","[2.823, 2.99]","['B_5501', 'DRB1_0103']",2 -Hereditary retinal dystrophies,3,5,"[0.03409, 0.04095]","[2.008, 2.003]","['A_1101', 'C_0303']",2 -Hodgkin's disease,4,2,[0.04309],[0.742],['DPA1_0201'],2 -Human immunodeficiency virus [HIV] disease,0,0,"[0.0002159, 0.01126, 0.00306]","[1.979, 1.633, 1.759]","['DQA1_0102', 'DQB1_0602', 'DRB1_1501']",2 -Hydrocephalus,2,5,"[0.006054, 0.03865, 0.006291, 0.04197, 0.006425, 0.003036]","[1.362, 0.612, 1.353, 1.451, 1.66, 1.764]","['B_0702', 'C_0202', 'C_0702', 'DPA1_0202', 'DQA1_0401', 'DQB1_0402']",2 -Hypercalcemia,4,2,[0.03812],[1.288],['DPB1_0301'],2 -Hypercholesterolemia,0,4,"[0.002194, 0.006552, 0.001819, 0.0009648, 0.01122, 0.02383, 0.009849, 0.00914, 0.00857, 0.004849]","[0.869, 1.174, 1.175, 0.862, 0.819, 0.797, 0.889, 1.223, 1.199, 0.88]","['B_0702', 'B_4001', 'C_0304', 'C_0702', 'C_1601', 'DPB1_1101', 'DQB1_0602', 'DQB1_0604', 'DRB1_1302', 'DRB1_1501']",2 -Hyperlipidemia,0,4,"[0.002197, 0.01806, 0.001065, 0.001945, 0.02213, 0.03867, 0.03818, 0.02433, 0.04556, 0.0008348, 0.007068, 0.02756, 0.005377, 0.0001692]","[0.903, 1.111, 1.136, 0.903, 0.879, 0.862, 1.178, 1.107, 1.142, 0.893, 1.17, 1.109, 1.156, 0.882]","['B_0702', 'B_4001', 'C_0304', 'C_0702', 'C_1601', 'DPB1_1101', 'DPB1_1301', 'DQA1_0103', 'DQB1_0503', 'DQB1_0602', 'DQB1_0604', 'DRB1_1301', 'DRB1_1302', 'DRB1_1501']",2 -Hyperosmolality and/or hypernatremia,3,2,"[0.02532, 0.03722, 0.02783, 0.03684, 0.02374, 0.002005, 0.01463]","[1.657, 1.725, 1.48, 0.693, 1.337, 2.448, 1.561]","['A_3101', 'B_5501', 'DPB1_0101', 'DPB1_0402', 'DQA1_0501', 'DRB1_0407', 'DRB1_1101']",2 -Hyperpotassemia,2,0,"[0.0263, 0.01093, 0.02044, 0.00628, 0.04978, 0.03057, 0.02999, 0.03861]","[0.846, 0.52, 0.777, 1.226, 0.701, 1.167, 1.333, 1.16]","['B_0702', 'B_3503', 'C_0303', 'DPB1_0301', 'DPB1_0601', 'DQB1_0201', 'DQB1_0402', 'DRB1_0301']",2 -Hypoglycemia,1,3,"[0.005495, 0.01858, 0.01395, 0.003301, 0.001341, 0.0004308, 0.01802, 0.008619, 0.00258, 0.01891, 0.02774, 0.04138, 0.01123, 0.005834]","[2.076, 1.535, 1.411, 1.531, 0.6, 1.681, 0.662, 1.775, 1.548, 1.592, 0.531, 0.304, 1.665, 0.616]","['A_2301', 'B_4001', 'C_0701', 'DQB1_0201', 'DQB1_0301', 'DQB1_0302', 'DQB1_0602', 'DQB1_0604', 'DRB1_0301', 'DRB1_0404', 'DRB1_1101', 'DRB1_1104', 'DRB1_1302', 'DRB1_1501']",2 -Hypopotassemia,2,0,"[0.008835, 0.02306, 0.00126, 0.03457, 0.01771, 0.009255, 0.01588, 0.01135]","[0.876, 1.18, 1.284, 1.11, 0.89, 1.118, 0.888, 1.362]","['B_0801', 'B_2705', 'C_0102', 'DPB1_0301', 'DQB1_0201', 'DQB1_0301', 'DRB1_0301', 'DRB1_0407']",2 -Hypotension,3,5,"[0.0002546, 0.005629, 0.01119, 0.03146, 0.0322, 0.02994, 0.02486, 0.005588, 0.04775, 0.004634]","[1.269, 1.289, 1.227, 1.372, 1.207, 0.876, 1.275, 0.859, 1.309, 0.857]","['A_1101', 'A_3101', 'B_2705', 'B_4002', 'C_0102', 'C_0501', 'C_1502', 'DQB1_0602', 'DRB1_1201', 'DRB1_1501']",2 -Hypotension NOS,3,5,"[0.02299, 0.0006584, 0.00648, 0.03868, 0.008562, 0.02664, 0.005192, 0.001298, 0.01402, 0.04359, 0.02141]","[0.886, 1.289, 1.327, 1.231, 1.435, 1.44, 0.819, 0.792, 1.178, 0.783, 1.411]","['A_0201', 'A_1101', 'A_3101', 'A_6801', 'B_3701', 'B_4002', 'B_4402', 'C_0501', 'C_0602', 'DPA1_0202', 'DRB1_0103']",2 -Incisional hernia,5,2,[0.02971],[0.625],['B_5101'],2 -Inflammatory diseases of prostate,0,0,"[0.0007193, 0.03365, 0.01558, 0.04589, 0.04521, 0.008793, 0.009976, 0.01961, 0.0107]","[0.426, 0.703, 1.321, 0.504, 1.301, 0.304, 1.372, 0.346, 1.365]","['B_3501', 'C_0401', 'DQA1_0102', 'DQA1_0401', 'DQB1_0302', 'DQB1_0402', 'DQB1_0602', 'DRB1_0801', 'DRB1_1501']",2 -Insect bite,4,0,"[0.004191, 0.002163, 0.04116, 0.002741]","[2.33, 2.238, 1.456, 0.579]","['B_1402', 'C_0802', 'DPA1_0103', 'DPB1_0401']",2 -Insomnia,2,5,"[0.03352, 0.01669]","[1.154, 1.172]","['B_0702', 'C_0702']",2 -Intestinal obstruction without mention of hernia,5,2,"[0.04664, 0.04356, 0.02301]","[0.861, 0.871, 0.733]","['B_0801', 'C_0701', 'C_0802']",2 -Irritable Bowel Syndrome,5,2,"[0.03059, 0.04675]","[0.671, 1.476]","['C_0202', 'C_0704']",2 -Keratitis,2,1,"[0.005297, 0.036, 0.0324]","[1.715, 1.519, 0.339]","['B_5501', 'DPB1_0501', 'DPB1_1401']",2 -Keratoconjunctivitis,2,1,[0.01979],[1.711],['B_5501'],2 -Keratoconjunctivitis sicca,2,1,"[0.02674, 0.01687]","[1.79, 1.786]","['A_2301', 'B_5501']",2 -Kidney replaced by transpant,1,0,"[0.0131, 0.03051, 0.005162, 0.00436, 0.0234, 0.01316, 0.01552, 0.02481, 0.0001654, 5.836e-05, 0.03058, 0.03987, 0.03673, 0.0003316, 0.03151, 0.04442]","[1.216, 0.542, 0.51, 1.282, 1.447, 0.815, 1.187, 1.17, 1.332, 1.371, 0.827, 0.843, 0.821, 1.316, 1.269, 0.848]","['B_0801', 'B_3503', 'B_5501', 'C_0304', 'DPB1_1001', 'DQA1_0101', 'DQA1_0301', 'DQA1_0501', 'DQB1_0201', 'DQB1_0302', 'DQB1_0501', 'DQB1_0602', 'DRB1_0101', 'DRB1_0301', 'DRB1_0404', 'DRB1_1501']",2 -Known or suspected fetal abnormality affecting management of mother,0,0,"[0.0347, 0.01546, 0.04615, 0.04034, 0.04784, 0.03091]","[0.587, 1.283, 1.249, 0.655, 0.69, 1.268]","['B_5701', 'DQA1_0102', 'DQB1_0602', 'DRB1_0404', 'DRB1_1301', 'DRB1_1501']",2 -Kyphosis (acquired),4,0,"[0.0005528, 0.01681, 0.01275, 0.003792, 0.007339, 0.0008388, 0.007037, 0.02211, 0.0221]","[2.807, 0.246, 2.053, 0.321, 2.169, 2.92, 2.464, 1.612, 1.612]","['B_1402', 'B_3501', 'B_5701', 'C_0401', 'C_0802', 'C_1502', 'DPB1_0501', 'DQA1_0201', 'DRB1_0701']",2 -Lack of coordination,0,5,"[0.0009904, 0.03104, 0.003634, 0.01409, 0.02395, 0.02052, 0.0194, 0.0004494, 0.01611, 0.03976, 0.01285, 0.0048, 0.001453, 2.455e-06, 0.03044, 0.02258, 0.01588, 2.092e-06]","[0.74, 1.614, 0.685, 0.641, 0.752, 1.252, 0.611, 1.378, 0.762, 0.82, 1.282, 0.687, 0.723, 1.57, 0.615, 1.257, 0.761, 1.569]","['A_0201', 'B_3503', 'B_4402', 'B_4403', 'C_0501', 'C_0702', 'C_1601', 'DQA1_0102', 'DQA1_0201', 'DQA1_0301', 'DQB1_0201', 'DQB1_0202', 'DQB1_0301', 'DQB1_0602', 'DQB1_0604', 'DRB1_0301', 'DRB1_0701', 'DRB1_1501']",2 -Large cell lymphoma,4,2,"[0.0469, 0.02202, 0.03306]","[1.323, 2.042, 0.739]","['B_0801', 'C_1402', 'DQB1_0301']",2 -Late effects of cerebrovascular disease,1,5,"[0.04171, 0.01711, 0.01094, 0.02671, 0.02819, 0.01256, 0.04772, 0.04086]","[0.845, 1.308, 0.726, 1.624, 1.218, 1.246, 0.591, 1.202]","['A_0201', 'A_1101', 'A_2402', 'A_3001', 'B_0702', 'C_0702', 'DRB1_1104', 'DRB1_1501']",2 -Left bundle branch block,3,5,"[0.001203, 0.01904, 0.04311, 0.007978]","[1.701, 1.908, 1.665, 1.991]","['A_1101', 'C_0704', 'DPB1_0601', 'DPB1_1001']",2 -Leukoplakia of oral mucosa,3,3,"[0.03307, 0.01389, 0.02908, 0.02727, 0.02667, 0.04603]","[1.92, 3.776, 1.94, 0.314, 0.266, 2.858]","['B_0702', 'B_3801', 'C_0702', 'DPB1_0201', 'DPB1_0402', 'DPB1_1301']",2 -Lipoma,3,1,"[0.02936, 0.03835, 0.02918, 0.03998, 0.04082, 0.01301, 0.04457]","[1.473, 1.598, 1.929, 0.667, 1.736, 0.599, 0.736]","['A_1101', 'A_3201', 'B_3503', 'B_4402', 'B_5501', 'C_0501', 'DPA1_0103']",2 -Lipoma of skin and subcutaneous tissue,3,1,"[0.0299, 0.004947, 0.0233, 0.03276, 0.02472, 0.03716, 0.04846]","[1.858, 3.013, 2.315, 0.544, 2.106, 0.552, 1.714]","['A_3201', 'B_1401', 'B_3503', 'B_4402', 'B_5501', 'C_0501', 'C_1203']",2 -Liver abscess and sequelae of chronic liver disease,3,0,"[0.01479, 0.02642, 0.01561, 0.02708, 0.04024, 0.04449, 0.01751, 0.003074, 0.038, 0.005557, 0.03002]","[0.77, 1.248, 1.363, 1.27, 1.371, 1.295, 1.288, 0.745, 0.8, 0.37, 0.793]","['A_0301', 'B_0801', 'B_3501', 'C_0401', 'C_0802', 'DPB1_0101', 'DQB1_0202', 'DQB1_0301', 'DQB1_0602', 'DRB1_1104', 'DRB1_1501']",2 -"Lymphoid leukemia, chronic",3,3,"[0.04024, 0.03682, 0.02493]","[1.984, 1.569, 1.578]","['B_3801', 'B_5101', 'DRB1_1101']",2 -Lymphosarcoma,1,5,"[0.008081, 0.01903, 0.005597, 0.03067, 0.04633, 0.03122]","[1.528, 0.465, 1.548, 1.394, 1.647, 2.103]","['B_0702', 'C_0303', 'C_0702', 'DQA1_0102', 'DQB1_0604', 'DRB1_1201']",2 -"Macular degeneration, dry",2,0,"[0.004329, 0.04945, 0.04469, 0.002557, 0.03198, 0.02925, 0.02118, 0.04379]","[0.601, 1.849, 1.333, 0.589, 0.492, 1.389, 1.415, 1.947]","['B_0702', 'B_4901', 'C_0701', 'C_0702', 'C_1601', 'DQB1_0201', 'DRB1_0301', 'DRB1_0407']",2 -Major depressive disorder,1,1,"[0.02386, 0.009874, 0.02528, 0.03488]","[1.255, 0.663, 0.514, 0.724]","['A_1101', 'A_2902', 'B_3801', 'C_1601']",2 -Malignant neoplasm of other and ill-defined sites within the digestive organs and peritoneum,4,2,"[0.03154, 0.02447, 0.03207]","[1.449, 0.322, 1.715]","['A_3201', 'B_3701', 'DPB1_1401']",2 -"Malignant neoplasm of rectum, rectosigmoid junction, and anus",3,1,"[0.03838, 0.0381, 0.03404, 0.00366, 0.03563, 0.02258, 0.0295]","[0.817, 1.675, 1.547, 0.641, 1.343, 0.48, 1.24]","['A_0201', 'B_3801', 'B_5501', 'C_0304', 'DPB1_0101', 'DPB1_1101', 'DQA1_0102']",2 -Malignant neoplasm of renal pelvis,4,2,[0.0255],[2.303],['A_2501'],2 -Megaloblastic anemia,3,4,"[0.04039, 0.02703, 0.04795, 0.02811, 0.03995, 0.01756, 0.03318, 0.009754, 0.02061, 0.02355, 0.04346, 0.02712, 0.03761]","[1.348, 1.328, 0.637, 1.341, 0.231, 0.3, 1.681, 1.328, 0.433, 1.305, 0.68, 0.326, 1.276]","['B_1501', 'B_4402', 'B_5101', 'C_0304', 'C_1402', 'DPB1_1001', 'DPB1_1301', 'DQA1_0102', 'DQB1_0503', 'DQB1_0602', 'DQB1_0603', 'DRB1_1401', 'DRB1_1501']",2 -Melanomas of skin,2,5,"[0.01189, 0.02019, 0.02458, 0.04033, 0.03498, 0.005674, 0.00771, 0.04107]","[1.466, 1.18, 1.457, 0.546, 1.16, 0.802, 0.808, 0.791]","['A_2301', 'B_0702', 'B_3701', 'B_3901', 'C_0702', 'DQB1_0201', 'DRB1_0301', 'DRB1_1301']",2 -"Melanomas of skin, dx or hx",2,5,"[0.02168, 0.02299, 0.02742, 0.04301, 0.04792, 0.04122, 0.003525, 0.003254, 0.02501]","[1.396, 1.164, 1.419, 0.816, 1.241, 1.144, 0.804, 0.802, 0.786]","['A_2301', 'B_0702', 'B_3701', 'B_4001', 'B_5701', 'C_0702', 'DQB1_0201', 'DRB1_0301', 'DRB1_1301']",2 -Memory loss,1,1,"[0.02655, 0.009496, 0.02532]","[1.466, 1.48, 0.609]","['A_2601', 'C_0102', 'DPA1_0202']",2 -Meningitis,2,5,"[0.03392, 0.04807, 0.03876]","[1.422, 0.663, 1.403]","['B_0702', 'B_0801', 'C_0702']",2 -Mental retardation,1,1,"[0.04328, 0.01488, 0.01017, 0.02107]","[1.85, 0.176, 1.89, 1.512]","['A_2501', 'A_6801', 'B_5701', 'DPB1_0301']",2 -Microscopic hematuria,4,4,"[0.03798, 0.01276]","[1.667, 2.374]","['C_1601', 'DPB1_1401']",2 -Mitral valve stenosis and aortic valve stenosis,3,5,"[0.03386, 0.03533, 0.03528, 0.04353, 0.01392]","[0.645, 1.585, 2.078, 1.603, 1.779]","['A_0101', 'A_1101', 'C_0704', 'DPB1_0101', 'DQB1_0303']",2 -Mixed hyperlipidemia,0,4,"[0.02134, 0.02388, 0.007969, 0.01055, 0.03407, 0.02283, 0.002024, 0.005581, 0.002134, 0.002176]","[0.906, 1.136, 1.14, 0.898, 1.232, 1.138, 0.874, 1.223, 1.22, 0.877]","['B_0702', 'B_4001', 'C_0304', 'C_0702', 'C_0704', 'DQA1_0103', 'DQB1_0602', 'DQB1_0604', 'DRB1_1302', 'DRB1_1501']",2 -Mood disorders,1,1,"[0.01556, 0.03574, 0.04659]","[0.744, 1.079, 1.129]","['B_3801', 'DQA1_0102', 'DRB1_1302']",2 -Multiple sclerosis,0,5,"[0.0003167, 0.01575, 3.019e-06, 0.003611, 0.0129, 4.705e-05, 0.01434, 0.002323, 6.321e-16, 0.03497, 0.01632, 0.000906, 0.01987, 0.01441, 4.425e-25, 0.01907, 0.006571, 0.01113, 0.03461, 8.032e-24]","[0.643, 1.362, 1.783, 0.589, 0.429, 1.654, 0.681, 0.627, 2.672, 0.726, 0.731, 0.63, 0.538, 0.673, 3.475, 0.451, 0.611, 0.655, 0.725, 3.357]","['A_0201', 'A_0301', 'B_0702', 'B_4402', 'B_5701', 'C_0702', 'DPB1_0201', 'DQA1_0101', 'DQA1_0102', 'DQA1_0201', 'DQA1_0301', 'DQB1_0301', 'DQB1_0303', 'DQB1_0501', 'DQB1_0602', 'DQB1_0604', 'DRB1_0101', 'DRB1_0401', 'DRB1_0701', 'DRB1_1501']",2 -Muscular dystrophies and other myopathies,4,3,"[0.03648, 0.02545]","[0.836, 0.678]","['A_0201', 'DRB1_0404']",2 -Myasthenia gravis,4,3,"[0.02077, 0.02448, 0.03307]","[0.661, 1.993, 1.964]","['A_0201', 'A_2601', 'DPB1_0601']",2 -Myoneural disorders,4,3,"[0.0322, 0.04574]","[0.693, 1.839]","['A_0201', 'A_2601']",2 -Myopathy,4,3,"[0.02703, 0.04111, 0.04912, 0.02089]","[0.823, 1.346, 1.211, 0.657]","['A_0201', 'B_2705', 'DPB1_0401', 'DRB1_0404']",2 -Nasal polyps,1,2,"[0.02984, 0.03338, 0.04884, 0.00424]","[2.072, 0.219, 1.993, 2.413]","['A_2601', 'C_0202', 'DPB1_1101', 'DQB1_0503']",2 -Neoplasm of uncertain behavior,4,2,[0.01882],[1.442],['DQB1_0502'],2 -Nephritis and nephropathy in diseases classified elsewhere,1,3,"[0.02638, 0.01789, 0.0003474, 0.003061, 0.002123, 0.007651, 0.001916, 0.0004554, 0.01416, 0.006192]","[0.449, 0.55, 1.628, 0.642, 1.544, 0.49, 1.877, 1.615, 0.508, 1.689]","['C_0802', 'DQA1_0103', 'DQB1_0201', 'DQB1_0301', 'DQB1_0302', 'DQB1_0603', 'DQB1_0604', 'DRB1_0301', 'DRB1_1301', 'DRB1_1302']",2 -Nephritis and nephropathy without mention of glomerulonephritis,1,3,"[0.04447, 0.04009, 0.00146, 0.01019, 0.02743, 0.005321, 0.03057, 0.04217, 0.04462, 8.749e-05, 0.0003775, 0.01443, 0.008192, 0.02489, 0.0003596, 0.003292, 0.02476]","[1.385, 0.6, 0.546, 1.313, 0.79, 1.355, 0.658, 1.477, 0.79, 0.437, 1.748, 1.297, 1.468, 1.573, 0.464, 1.549, 0.769]","['C_1203', 'DPA1_0202', 'DQA1_0103', 'DQB1_0201', 'DQB1_0301', 'DQB1_0302', 'DQB1_0303', 'DQB1_0402', 'DQB1_0602', 'DQB1_0603', 'DQB1_0604', 'DRB1_0301', 'DRB1_0404', 'DRB1_0801', 'DRB1_1301', 'DRB1_1302', 'DRB1_1501']",2 -Nephritis; nephrosis; renal sclerosis,1,3,"[0.03531, 0.04531, 0.01739, 0.002413, 0.01853, 0.003596, 0.00425, 0.000364, 0.02052, 0.01229, 0.001687, 0.0335]","[1.299, 1.204, 0.651, 0.671, 1.211, 1.275, 0.66, 0.613, 1.208, 1.329, 0.643, 0.832]","['A_2902', 'C_0304', 'DPA1_0202', 'DQA1_0103', 'DQB1_0201', 'DQB1_0302', 'DQB1_0303', 'DQB1_0603', 'DRB1_0301', 'DRB1_0404', 'DRB1_1301', 'DRB1_1501']",2 -Neurofibromatosis,4,2,"[0.04488, 0.01467]","[0.418, 1.979]","['DPB1_0201', 'DQA1_0501']",2 -Neurological disorders,1,1,"[0.02206, 0.03057, 0.01085]","[1.252, 1.192, 1.31]","['A_2501', 'C_0102', 'DPB1_1001']",2 -Nonspecific elevation of levels of transaminase or lactic acid dehydrogenase [LDH],5,2,"[0.04888, 0.01336, 0.04968, 0.04371]","[0.746, 1.458, 0.752, 1.296]","['A_1101', 'A_6801', 'B_1501', 'B_3501']",2 -Obsessive-compulsive disorders,5,1,"[0.04408, 0.04252, 0.04557, 0.01347, 0.04049]","[2.251, 0.233, 1.864, 0.474, 2.029]","['B_1402', 'B_4001', 'DQA1_0103', 'DQA1_0301', 'DRB1_1302']",2 -"Occlusion of cerebral arteries, with cerebral infarction",0,3,"[0.0497, 0.03075, 0.000566, 0.003211]","[1.574, 2.492, 2.371, 2.028]","['B_4001', 'B_4002', 'DQB1_0604', 'DRB1_1302']",2 -Optic neuritis/neuropathy,0,0,"[0.01453, 0.0005502, 1.841e-05, 0.04775, 0.0001124]","[0.544, 1.833, 2.145, 0.485, 1.993]","['DPB1_0201', 'DQA1_0102', 'DQB1_0602', 'DQB1_0603', 'DRB1_1501']",2 -Organic or persistent insomnia,0,5,"[0.0007696, 0.001131, 0.02329, 0.01348, 0.001737, 0.04859, 0.03169, 0.005668, 0.00444]","[2.246, 2.183, 1.761, 0.348, 2.111, 0.598, 0.535, 1.964, 1.994]","['B_0702', 'C_0702', 'DPB1_0201', 'DPB1_0301', 'DQA1_0102', 'DQA1_0501', 'DQB1_0301', 'DQB1_0602', 'DRB1_1501']",2 -Other acquired musculoskeletal deformity,4,2,"[0.03361, 0.03189]","[0.535, 0.44]","['A_3101', 'B_5501']",2 -Other biliary tract disease,2,0,"[0.01398, 0.03197, 0.02791, 0.0239, 0.002371, 0.01507, 0.006533, 0.00572, 0.03836, 0.007955]","[1.25, 0.79, 0.665, 0.77, 1.293, 0.79, 1.273, 0.747, 0.795, 1.267]","['B_0801', 'B_4402', 'B_5701', 'C_0602', 'C_0701', 'DQA1_0101', 'DQB1_0201', 'DQB1_0501', 'DRB1_0101', 'DRB1_0301']",2 -Other cerebral degenerations,2,5,"[0.04777, 0.03347, 0.02194, 0.04637, 0.03521, 0.01425]","[0.82, 1.228, 1.243, 1.371, 1.423, 1.523]","['A_0101', 'B_0702', 'C_0702', 'DPA1_0202', 'DQA1_0401', 'DQB1_0402']",2 -Other conditions of brain,4,4,"[0.03262, 0.0004335, 0.02429, 0.009872, 0.01065, 0.001224, 0.02053]","[1.339, 1.488, 0.835, 1.486, 1.568, 1.762, 1.269]","['A_2601', 'A_6801', 'DPB1_0201', 'DPB1_1001', 'DPB1_1401', 'DQB1_0502', 'DRB1_0404']",2 -"Other conditions of brain, NOS",4,3,"[0.003879, 0.02043, 0.03893]","[1.461, 0.588, 1.268]","['A_6801', 'DPB1_0601', 'DRB1_1101']",2 -Other deficiency anemia,3,4,"[0.03751, 0.03641, 0.02812, 0.01111, 0.002565, 0.03576, 0.04208, 0.008226]","[1.262, 0.346, 0.453, 1.272, 0.359, 1.239, 0.72, 0.302]","['B_4402', 'C_1402', 'DPB1_1001', 'DQA1_0102', 'DQB1_0503', 'DQB1_0602', 'DQB1_0603', 'DRB1_1401']",2 -Other demyelinating diseases of central nervous system,0,5,"[0.006511, 0.005784, 5.268e-06, 0.00602, 0.04938, 4.411e-08, 0.03388, 0.03783, 4.726e-08]","[1.52, 1.52, 1.939, 0.639, 1.655, 2.244, 2.08, 0.657, 2.233]","['B_0702', 'C_0702', 'DQA1_0102', 'DQA1_0301', 'DQA1_0401', 'DQB1_0602', 'DRB1_0103', 'DRB1_0401', 'DRB1_1501']",2 -Other diseases of blood and blood-forming organs,3,4,"[0.0003008, 0.006466, 0.01844, 0.02336, 0.01496, 0.04034, 0.04447, 0.04807, 0.04659]","[0.572, 0.206, 0.188, 1.398, 0.78, 0.547, 1.206, 1.22, 1.22]","['A_2402', 'B_3701', 'B_3901', 'C_0202', 'DPA1_0103', 'DPB1_0501', 'DQA1_0102', 'DQB1_0602', 'DRB1_1501']",2 -Other disorders of arteries and arterioles,3,5,"[0.01306, 0.01944, 0.03721, 0.01747, 0.01853, 0.01155]","[1.6, 0.497, 1.664, 0.561, 1.735, 0.58]","['A_1101', 'B_4001', 'C_0102', 'C_0304', 'C_0802', 'DPB1_0402']",2 -Other disorders of bone and cartilage,4,1,"[0.0386, 0.01817, 0.03406, 0.04401, 0.04229, 0.03147]","[1.577, 2.305, 1.604, 0.555, 1.63, 0.533]","['A_0201', 'B_1402', 'DQA1_0101', 'DQB1_0602', 'DRB1_0101', 'DRB1_1501']",2 -Other disorders of intestine,5,2,"[0.02365, 0.04054, 0.01468]","[1.17, 1.388, 1.551]","['A_0101', 'C_0704', 'DRB1_0103']",2 -Other disorders of metabolism,0,5,"[0.003264, 0.008809, 0.04991, 0.003677, 0.03946, 0.04956, 0.004913]","[1.53, 1.455, 1.313, 1.526, 0.583, 0.589, 1.504]","['B_0702', 'C_0702', 'DQA1_0102', 'DQB1_0602', 'DQB1_0603', 'DRB1_1301', 'DRB1_1501']",2 -Other disorders of pancreatic internal secretion,5,3,"[0.03873, 0.04767, 0.0393, 0.03553]","[1.984, 1.928, 2.382, 0.121]","['A_2501', 'B_1302', 'B_4002', 'DPA1_0202']",2 -Other disorders of prostate,3,5,"[0.0339, 0.00407, 0.02206, 0.03737]","[0.558, 2.4, 3.381, 0.29]","['A_0201', 'A_1101', 'A_3001', 'C_0304']",2 -Other disorders of urethra and urinary tract,3,3,[0.0291],[1.74],['B_3801'],2 -Other hypertrophic and atrophic conditions of skin,2,4,"[0.01282, 0.04385, 0.001458, 0.03364]","[1.244, 1.409, 1.685, 1.445]","['A_1101', 'B_3801', 'DRB1_0103', 'DRB1_0407']",2 -Other persistent mental disorders due to conditions classified elsewhere,1,1,"[0.03708, 0.0486, 0.04089]","[1.232, 0.408, 1.443]","['B_0702', 'DPB1_1701', 'DQB1_0503']",2 -Other specified congenital anomalies of kidney,1,4,"[0.009087, 0.006987, 0.0233, 0.03724]","[1.677, 1.694, 2.629, 1.545]","['B_0702', 'C_0702', 'C_1402', 'DPB1_0402']",2 -Other specified diseases of hair and hair follicles,2,4,"[0.02139, 0.0263, 0.02, 0.04869]","[1.919, 2.19, 1.711, 1.631]","['A_2601', 'B_3801', 'B_5101', 'C_1203']",2 -Other specified nonpsychotic and/or transient mental disorders,1,1,"[0.03045, 0.01174, 0.04047]","[1.267, 1.368, 0.82]","['A_6801', 'DPB1_1101', 'DQB1_0603']",2 -Other symptoms/disorders or the urinary system,3,2,"[0.009001, 0.02627, 0.04638, 0.04314, 0.03457, 0.04866, 0.02396]","[1.231, 1.265, 0.918, 1.189, 1.08, 1.082, 1.137]","['A_2601', 'A_3001', 'B_0801', 'B_5501', 'DQA1_0102', 'DQB1_0602', 'DRB1_1101']",2 -Other vitamin B12 deficiency anemia,3,4,"[0.03212, 0.03707, 0.01881, 0.01946, 0.03072, 0.02189, 0.04334]","[0.41, 1.63, 1.514, 1.467, 1.349, 0.262, 0.132]","['A_3201', 'A_6801', 'B_1501', 'C_0304', 'DQA1_0102', 'DQB1_0503', 'DRB1_1401']",2 -Otitis externa,2,1,"[0.03249, 0.03362, 0.04504]","[1.345, 1.74, 0.667]","['A_0301', 'B_5501', 'C_0304']",2 -Pancreatic cancer,4,2,[0.04032],[1.347],['A_0201'],2 -Partial epilepsy,2,5,"[0.04032, 0.01169, 0.03287, 0.0471, 0.0275, 0.001408, 0.00205]","[0.712, 1.294, 1.252, 1.389, 1.249, 1.383, 1.369]","['A_1101', 'B_0702', 'B_0801', 'C_0102', 'C_0702', 'DQB1_0201', 'DRB1_0301']",2 -Pathologic fracture of vertebrae,4,1,"[0.009935, 0.03428, 0.04331, 0.03512, 0.006334]","[1.504, 1.731, 1.773, 0.415, 0.347]","['A_0201', 'A_6801', 'B_1402', 'B_1801', 'B_3501']",2 -Pelvic inflammatory disease (PID),3,3,[0.003856],[3.993],['B_3801'],2 -Peritoneal or intestinal adhesions,5,2,[0.03834],[2.406],['A_3001'],2 -Personality disorders,0,0,"[0.04742, 0.04539, 0.01022, 0.02224, 0.01399, 0.01013, 0.02276]","[0.242, 1.495, 0.466, 0.449, 1.671, 0.465, 1.609]","['A_2902', 'DQA1_0102', 'DQA1_0201', 'DQB1_0202', 'DQB1_0602', 'DRB1_0701', 'DRB1_1501']",2 -Pervasive developmental disorders,1,1,"[0.04087, 0.01837, 0.03617, 0.0327]","[0.793, 0.742, 1.52, 1.788]","['A_0101', 'B_0801', 'DQB1_0503', 'DRB1_0407']",2 -Pituitary dwarfism,4,2,[0.01902],[0.462],['C_0303'],2 -Poisoning by antibiotics,2,1,"[0.00393, 0.04698, 0.04681]","[2.325, 1.697, 1.44]","['B_5501', 'C_0102', 'DRB1_0401']",2 -Polycythemia vera,4,2,"[0.04948, 0.04734, 0.01428]","[0.468, 0.647, 0.655]","['B_1801', 'C_0501', 'DQB1_0301']",2 -"Polycythemia, secondary",3,4,"[0.0186, 0.003206, 0.02226, 0.02379, 0.03921]","[1.877, 2.117, 0.544, 1.473, 1.494]","['A_6801', 'C_0102', 'C_0501', 'DQA1_0102', 'DRB1_0101']",2 -Polyneuropathy due to drugs,1,1,"[0.01884, 0.01421]","[0.443, 1.907]","['A_2402', 'B_1801']",2 -Primary pulmonary hypertension,1,4,"[0.03526, 0.0465, 0.02517, 0.03538, 0.01894]","[0.345, 1.305, 1.376, 1.563, 2.017]","['B_1302', 'C_0702', 'DPB1_0402', 'DQB1_0604', 'DRB1_0103']",2 -Prostatitis,0,0,"[0.02935, 0.002179, 0.03375, 0.009107, 0.03206, 0.007704, 0.02575, 0.007346, 0.01757]","[1.44, 0.277, 0.597, 0.587, 1.405, 1.595, 0.617, 1.563, 1.485]","['B_0702', 'B_3501', 'C_0401', 'DQA1_0101', 'DQA1_0102', 'DQB1_0302', 'DQB1_0501', 'DQB1_0602', 'DRB1_1501']",2 -Proteinuria,0,4,"[0.04789, 0.01694, 0.03489, 0.01365, 0.001886, 0.006941, 0.03742]","[1.265, 1.283, 0.807, 0.692, 1.553, 1.427, 0.812]","['B_4001', 'C_0304', 'DQB1_0602', 'DQB1_0603', 'DQB1_0604', 'DRB1_1302', 'DRB1_1501']",2 -Pruritus and related conditions,2,4,"[0.02732, 0.02327]","[1.641, 0.318]","['A_2601', 'B_5501']",2 -Psychosis,1,1,"[0.04807, 0.007255, 0.03012]","[0.138, 0.148, 1.291]","['A_3001', 'B_1302', 'DQA1_0102']",2 -Rash and other nonspecific skin eruption,2,4,"[0.002092, 0.009079, 0.003956, 0.03061]","[1.172, 0.881, 1.368, 0.745]","['A_0101', 'A_0201', 'B_5501', 'DRB1_1104']",2 -Regional enteritis,4,0,"[0.02331, 0.017, 0.01002, 0.02059, 0.02623, 0.0009726, 0.03753, 0.0005361]","[0.358, 0.665, 2.052, 1.591, 1.407, 1.747, 0.759, 2.362]","['A_2301', 'A_2402', 'B_1401', 'B_1402', 'B_3501', 'C_0802', 'DQB1_0602', 'DRB1_0103']",2 -Renal dialysis,2,0,"[0.0308, 0.0287, 0.003777, 0.002247, 0.04074, 0.002176]","[1.213, 0.655, 1.703, 1.326, 1.222, 1.328]","['C_0701', 'C_1203', 'DPB1_1001', 'DQB1_0201', 'DQB1_0302', 'DRB1_0301']",2 -Renal failure,1,0,"[0.02462, 0.001719, 0.01716, 0.005485, 0.001824, 0.04489, 0.03646]","[1.081, 1.13, 0.91, 1.329, 1.129, 0.813, 0.921]","['DQA1_0501', 'DQB1_0201', 'DQB1_0602', 'DRB1_0103', 'DRB1_0301', 'DRB1_1401', 'DRB1_1501']",2 -Renal osteodystrophy,1,0,"[0.0177, 0.02227, 0.04375, 0.00835, 0.001417, 0.01712, 0.005709]","[1.29, 0.781, 1.224, 1.335, 0.667, 1.301, 0.712]","['A_0301', 'DQA1_0102', 'DQA1_0501', 'DQB1_0201', 'DQB1_0602', 'DRB1_0301', 'DRB1_1501']",2 -Restless legs syndrome,4,3,"[0.0002615, 0.03677, 0.04675, 0.008025, 0.04176, 0.02146, 0.006852, 0.008217, 0.03277]","[0.603, 0.65, 0.366, 1.466, 0.734, 1.392, 1.477, 0.602, 1.358]","['A_0201', 'C_0401', 'DPB1_1101', 'DQB1_0201', 'DQB1_0301', 'DQB1_0602', 'DRB1_0301', 'DRB1_0401', 'DRB1_1501']",2 -Retention of urine,0,0,"[0.03852, 0.002815, 0.01638, 0.00337, 0.01484, 0.03473]","[1.233, 0.783, 1.184, 0.773, 1.205, 1.174]","['C_0303', 'DQA1_0101', 'DQA1_0102', 'DQB1_0501', 'DQB1_0602', 'DRB1_1501']",2 -Rhabdomyolysis,3,5,"[0.001739, 0.04177]","[2.422, 1.655]","['A_1101', 'DQA1_0501']",2 -Rosacea,0,1,"[0.01851, 0.0377, 0.01036, 0.01969, 0.002589, 0.001285, 0.001305]","[0.468, 1.398, 0.225, 1.752, 1.408, 1.475, 1.469]","['A_6801', 'B_3501', 'B_5501', 'DPB1_1301', 'DQA1_0102', 'DQB1_0602', 'DRB1_1501']",2 -Rupture of synovium,0,3,"[0.02354, 0.04596, 0.03399, 0.04473, 0.01631]","[2.574, 1.926, 2.311, 2.433, 2.581]","['B_5701', 'DPB1_0402', 'DQB1_0303', 'DQB1_0604', 'DRB1_1302']",2 -Sarcoidosis,3,2,"[0.0009722, 0.026, 0.02514, 0.002063, 0.01143, 0.01435, 0.03585, 0.04884, 0.008091, 0.003156, 0.01673, 0.03161]","[1.528, 1.362, 0.56, 2.064, 0.61, 1.415, 0.696, 0.739, 1.395, 0.591, 0.639, 1.477]","['A_0101', 'B_0801', 'B_3501', 'B_5501', 'C_0401', 'DPB1_0301', 'DPB1_0402', 'DQA1_0101', 'DQA1_0501', 'DQB1_0501', 'DRB1_0101', 'DRB1_1101']",2 -Schizophrenia and other psychotic disorders,0,2,"[0.03722, 0.007725, 0.0151, 0.03997, 0.03299, 0.03861]","[1.304, 0.333, 1.885, 1.234, 1.483, 1.394]","['A_2402', 'B_1302', 'C_1402', 'DQA1_0102', 'DQA1_0401', 'DRB1_1302']",2 -Sebaceous cyst,2,4,"[0.04677, 0.02956, 0.01057, 0.007127, 0.01375, 0.03617]","[1.473, 0.458, 1.352, 1.324, 1.332, 1.294]","['A_2301', 'B_3701', 'B_4001', 'C_0304', 'DQA1_0103', 'DRB1_1301']",2 -Seborrheic keratosis,4,1,"[0.03055, 0.02738, 0.009025, 0.01506, 0.01016]","[1.257, 1.343, 1.269, 0.744, 0.718]","['B_1402', 'B_3701', 'C_0802', 'DQA1_0401', 'DQB1_0402']",2 -Secondary malignancy of brain/spine,4,2,"[0.02677, 0.01873, 0.02815, 0.04056]","[0.452, 0.752, 0.785, 0.801]","['B_4901', 'C_0401', 'DPB1_0402', 'DQB1_0501']",2 -Senile cataract,3,0,"[0.03976, 0.03694, 0.04197, 0.01229]","[0.791, 0.842, 0.82, 0.881]","['B_1402', 'B_4403', 'C_0802', 'DQB1_0301']",2 -Senile dementia,1,1,"[0.01461, 0.03359, 0.0117, 0.03709, 0.033, 0.01673]","[1.873, 1.595, 1.796, 1.396, 0.67, 0.45]","['A_2601', 'B_2705', 'C_0802', 'DPB1_0301', 'DQB1_0201', 'DRB1_0404']",2 -Sexual and gender identity disorders,1,1,"[0.0461, 0.01574]","[2.851, 2.048]","['B_3503', 'C_0401']",2 -Sleep disorders,4,3,"[0.03589, 0.0333]","[0.817, 1.111]","['A_2902', 'DQA1_0102']",2 -Somatoform disorder,1,2,"[0.03189, 0.04697, 0.03196, 0.03895, 0.003403, 0.04596, 0.02381]","[0.558, 2.024, 2.01, 0.57, 0.289, 1.832, 2.231]","['A_0101', 'A_3101', 'B_5701', 'C_0701', 'DPB1_0402', 'DQB1_0303', 'DQB1_0503']",2 -Speech and language disorder,1,1,"[0.01074, 0.01822, 0.02383, 0.0118, 0.03915]","[1.635, 0.42, 1.695, 2.092, 0.419]","['A_2402', 'B_4403', 'B_5101', 'C_1502', 'C_1601']",2 -Spinocerebellar disease,2,1,"[0.02474, 0.04072, 0.04614]","[2.899, 1.807, 0.304]","['B_5501', 'DQA1_0102', 'DQB1_0202']",2 -Squamous cell carcinoma,5,0,"[0.0319, 0.04383, 0.02246, 0.00928, 0.04927, 0.03084, 0.03292, 0.008381]","[0.335, 0.501, 1.756, 0.268, 1.917, 0.639, 1.397, 1.696]","['A_2601', 'A_2902', 'B_1402', 'C_0102', 'DPB1_1401', 'DQB1_0202', 'DQB1_0302', 'DRB1_0404']",2 -Suicidal ideation,1,1,[0.02649],[0.49],['DPB1_0402'],2 -Suicidal ideation or attempt,1,5,"[0.02684, 0.04051, 0.01922, 0.02962]","[1.593, 1.422, 1.482, 1.45]","['A_1101', 'B_0702', 'C_0702', 'DRB1_1501']",2 -Superficial keratitis,1,4,"[0.01392, 0.02098, 0.03725, 0.0149, 0.008715, 0.01788, 0.04742]","[0.276, 2.462, 0.401, 0.172, 2.232, 0.243, 0.306]","['B_0702', 'B_1801', 'C_0702', 'DPB1_0301', 'DPB1_0402', 'DQB1_0501', 'DRB1_0101']",2 -Testicular dysfunction,0,4,"[0.03822, 0.04474, 0.04412, 0.02794, 0.02119, 0.03738, 0.01362, 0.04077]","[0.765, 1.255, 0.776, 0.429, 0.741, 0.749, 1.568, 1.415]","['B_0702', 'C_0701', 'C_0702', 'DPB1_0601', 'DQA1_0101', 'DQB1_0501', 'DQB1_0604', 'DRB1_1302']",2 -Testicular hypofunction,0,4,"[0.04414, 0.04553, 0.03666, 0.009725, 0.02433, 0.04006, 0.01819, 0.04869]","[0.769, 1.256, 0.573, 0.31, 0.744, 0.75, 1.547, 1.402]","['B_0702', 'C_0701', 'C_0802', 'DPB1_0601', 'DQA1_0101', 'DQB1_0501', 'DQB1_0604', 'DRB1_1302']",2 -Thyroid cancer,4,2,"[0.02222, 0.008936, 0.0448, 0.04694, 0.02876, 0.01162]","[1.679, 0.583, 0.555, 1.234, 0.539, 0.381]","['A_3001', 'B_2705', 'B_5501', 'C_0501', 'DPB1_1101', 'DPB1_1301']",2 -Tobacco use disorder,1,1,[0.001782],[0.592],['DPB1_1001'],2 -Toxic effect of venom,1,4,"[0.04452, 0.04341, 0.01131]","[2.297, 1.962, 2.226]","['C_0202', 'C_0401', 'DPB1_0402']",2 -Traumatic arthropathy,0,3,"[0.005945, 0.0353, 0.04855, 0.04323, 0.001032, 0.01346]","[2.393, 2.122, 1.594, 0.468, 2.833, 2.189]","['B_1801', 'DPA1_0202', 'DQA1_0102', 'DQB1_0302', 'DQB1_0604', 'DRB1_1302']",2 -Ulceration of intestine,5,2,"[0.03496, 0.01995, 0.01376, 0.01353, 0.01963]","[0.5, 2.151, 0.415, 3.163, 0.451]","['B_0702', 'B_2705', 'DQB1_0602', 'DRB1_0103', 'DRB1_1501']",2 -Unspecified erythematous condition,4,0,"[0.02335, 0.03832, 0.019, 0.03342, 0.04598]","[0.532, 1.995, 2.694, 1.88, 2.323]","['B_0801', 'B_1402', 'B_3901', 'C_0802', 'DPB1_1701']",2 -Urethral hypermobility/ISD,3,3,[0.005127],[2.834],['B_3801'],2 -Vascular dementia,1,2,"[0.01997, 0.002278, 0.04909]","[0.532, 2.752, 2.033]","['A_0101', 'A_2601', 'DQB1_0503']",2 -Visual field defects,2,1,"[0.02758, 0.01148, 0.001947]","[2.079, 2.317, 2.585]","['A_2501', 'B_5501', 'DPB1_0501']",2 -Vitamin B-complex deficiencies,4,2,"[0.03106, 0.03836, 0.03728]","[1.578, 0.717, 0.702]","['C_0704', 'DQB1_0603', 'DRB1_1301']",2 -Vitamin D deficiency,3,2,"[0.04845, 0.01151, 0.03115, 0.0169, 0.03163, 0.04763]","[0.899, 0.64, 1.305, 1.214, 0.885, 0.882]","['A_0201', 'A_2301', 'B_5501', 'DPB1_0101', 'DQA1_0102', 'DQB1_0602']",2 -Vitamin deficiency,0,4,"[0.0363, 0.02843, 0.04602, 0.01439, 0.04268, 0.03976, 0.03732]","[0.889, 1.17, 0.689, 1.196, 0.902, 0.89, 1.126]","['B_0702', 'B_4001', 'C_1402', 'DPB1_0101', 'DQA1_0102', 'DQB1_0602', 'DRB1_0401']",2 -severe protein-calorie malnutrition,4,2,"[0.02067, 0.04716, 0.03071]","[0.476, 0.769, 1.557]","['B_4901', 'DQA1_0103', 'DRB1_1201']",2 +ASCVD,2,11,"[0.0399, 0.02842, 0.02721, 0.01938, 0.02308, 0.01588, 0.03763]","[1.761, 1.606, 1.46, 1.429, 1.777, 1.395, 0.765]","['A_2301', 'A_3201', 'B_4001', 'C_0304', 'C_1502', 'DPB1_0201', 'DPB1_0401']",2 +Abnormal Papanicolaou smear of cervix and cervical HPV,1,10,"[0.02709, 0.04436, 0.03125, 0.02388, 0.03885, 0.008602, 0.0318, 0.009619]","[1.293, 0.724, 0.772, 1.232, 0.725, 1.408, 0.378, 1.289]","['A_2402', 'DPB1_0101', 'DPB1_0402', 'DQA1_0102', 'DQA1_0103', 'DRB1_1101', 'DRB1_1201', 'DRB1_1501']",2 +Abnormal findings on mammogram or breast exam,4,9,[0.02539],[0.877],['DPB1_0201'],2 +Abnormal granulation tissue,7,16,"[0.02228, 0.01946, 0.04666, 0.01863, 0.04066, 0.006767]","[2.07, 2.516, 1.883, 3.083, 3.428, 2.784]","['B_0702', 'B_5101', 'C_0702', 'DPB1_0601', 'DRB1_0103', 'DRB1_0404']",2 +Abnormal mammogram,4,9,[0.02888],[0.866],['DPB1_0201'],2 +Abnormality in fetal heart rate or rhythm,6,15,"[0.01888, 0.001273, 0.0017, 0.001739]","[1.597, 1.859, 1.864, 1.856]","['C_0702', 'DQA1_0102', 'DQB1_0602', 'DRB1_1501']",2 +Acid-base balance disorder,1,12,"[0.01668, 0.00866, 0.02649, 0.02254]","[1.243, 0.744, 1.505, 0.827]","['A_1101', 'C_0303', 'C_1402', 'DPB1_0402']",2 +Acidosis,1,12,"[0.03586, 0.04566, 0.008153, 0.03635]","[1.242, 0.78, 1.679, 0.823]","['B_4001', 'C_0303', 'C_1402', 'DPB1_0402']",2 +Acquired spondylolisthesis,4,9,[0.04318],[1.885],['A_3001'],2 +Acute and chronic tonsillitis,2,16,"[0.02184, 0.03554, 0.0474]","[1.273, 0.585, 1.756]","['DQB1_0301', 'DQB1_0604', 'DRB1_0407']",2 +Acute appendicitis,4,15,"[0.0118, 0.02559, 0.0214, 0.007306, 0.03496]","[0.349, 1.507, 2.227, 1.603, 0.65]","['B_4001', 'DPA1_0201', 'DPB1_1301', 'DQA1_0102', 'DQB1_0301']",2 +Acute pericarditis,6,13,"[0.03474, 0.0124, 0.009449, 0.007539, 0.02029]","[0.447, 2.089, 2.472, 2.947, 2.76]","['A_0301', 'A_2402', 'B_1801', 'DPB1_1101', 'DRB1_1104']",2 +Acute periodontitis,4,14,"[0.003918, 0.03328]","[2.31, 3.03]","['A_2402', 'DPB1_1701']",2 +Acute pharyngitis,1,11,"[0.002534, 0.001608, 0.04098, 0.02359, 0.001054, 0.004016, 0.03675, 0.03617, 0.03881, 0.02498, 0.0009996, 0.0006683, 0.04306]","[0.772, 1.596, 1.297, 1.358, 0.728, 0.781, 1.461, 1.31, 0.763, 0.841, 0.734, 0.724, 1.257]","['A_0101', 'A_2601', 'A_2902', 'A_6801', 'B_0801', 'C_0701', 'C_0704', 'C_1203', 'DPB1_0101', 'DQA1_0501', 'DQB1_0201', 'DRB1_0301', 'DRB1_1101']",2 +Adrenal hypofunction,0,12,"[0.03241, 0.04474, 0.01937, 0.01639, 0.04291, 0.007571, 0.005592, 0.03605, 0.02933]","[1.58, 1.683, 1.909, 0.248, 1.299, 1.382, 0.51, 1.294, 1.426]","['B_1302', 'B_3503', 'C_1402', 'DPB1_1301', 'DQB1_0202', 'DQB1_0302', 'DQB1_0303', 'DRB1_0401', 'DRB1_0404']",2 +Adverse effects of sedatives or other central nervous system depressants and anesthetics,3,8,"[0.03816, 0.005106, 0.04748, 0.02283, 0.02226, 0.002106, 0.002082, 0.03838]","[2.691, 2.229, 1.987, 1.771, 1.729, 2.144, 2.519, 1.894]","['B_3801', 'B_4001', 'C_1203', 'DPB1_0201', 'DQA1_0301', 'DQB1_0302', 'DRB1_0404', 'DRB1_1301']",2 +Allergic rhinitis,1,11,"[0.0133, 0.01199, 0.02521, 0.006488, 0.008355, 0.01111, 0.03181, 0.02095, 0.0005871, 0.007812, 0.00862]","[1.254, 0.886, 1.233, 1.154, 0.883, 1.205, 1.311, 0.886, 0.864, 0.877, 0.878]","['A_2601', 'B_0702', 'B_1302', 'C_0602', 'C_0702', 'C_1203', 'C_1402', 'DPB1_0301', 'DQA1_0501', 'DQB1_0201', 'DRB1_0301']",2 +Aneurysm of artery of lower extremity,4,14,"[0.008519, 0.003471, 0.02528]","[2.928, 4.038, 0.426]","['B_1302', 'DPB1_1701', 'DQA1_0101']",2 +Aneurysm of other specified artery,2,13,"[0.03412, 0.002914, 0.04297]","[0.335, 2.919, 2.069]","['A_2402', 'B_1402', 'C_0802']",2 +Ankylosing spondylitis,1,17,"[0.04905, 1.606e-30, 1.416e-11, 1.137e-09, 0.005115, 0.002388, 0.04661, 0.04769, 0.02144, 0.02721, 0.03054, 0.02475, 0.0007635, 0.02589, 0.02895, 0.02305, 0.02114]","[0.426, 34.7, 7.062, 5.821, 0.298, 4.196, 1.739, 0.135, 1.862, 0.384, 1.796, 1.893, 2.581, 3.201, 0.388, 1.931, 2.245]","['B_0801', 'B_2705', 'C_0102', 'C_0202', 'C_0701', 'DPB1_1401', 'DQA1_0101', 'DQA1_0103', 'DQA1_0301', 'DQB1_0201', 'DQB1_0301', 'DQB1_0501', 'DRB1_0101', 'DRB1_0103', 'DRB1_0301', 'DRB1_0401', 'DRB1_0404']",2 +"Antepartum hemorrhage, abruptio placentae, and placenta previa",0,17,"[0.03413, 0.01188, 0.04461, 0.004936, 0.04405]","[2.427, 3.813, 2.448, 4.474, 3.385]","['A_2902', 'B_3503', 'C_1203', 'DRB1_0407', 'DRB1_1201']",2 +Arthropathy NOS,5,13,"[0.0003865, 0.01246, 0.001876, 0.005388, 0.02715, 0.01305, 0.03369]","[0.615, 1.359, 0.7, 0.697, 0.833, 0.76, 0.69]","['A_2902', 'B_1402', 'B_4403', 'C_1601', 'DQB1_0202', 'DRB1_1101', 'DRB1_1104']",2 +Arthropathy associated with infections,7,12,"[0.005778, 0.01935, 0.04321, 0.03561, 0.02907, 0.02335, 0.02611, 0.01261, 0.03952, 0.02126]","[1.488, 0.658, 0.481, 1.559, 2.119, 1.381, 0.669, 1.481, 0.231, 0.662]","['A_0201', 'A_0301', 'B_1801', 'B_5101', 'C_1402', 'DQA1_0301', 'DQB1_0602', 'DRB1_0401', 'DRB1_1104', 'DRB1_1501']",2 +Aseptic necrosis of bone,2,14,"[0.01577, 0.01897, 0.02119, 0.007235, 0.01871]","[1.779, 1.694, 1.678, 0.57, 1.51]","['A_6801', 'B_2705', 'C_0202', 'DPB1_0201', 'DPB1_0401']",2 +Aspergillosis,7,13,"[0.01515, 0.02458, 0.01262, 0.002795]","[3.547, 1.858, 2.015, 4.09]","['C_1402', 'DQA1_0101', 'DQB1_0501', 'DRB1_0103']",2 +Astigmatism,5,11,"[0.01037, 0.02417, 0.04553, 0.02449]","[1.876, 0.568, 1.929, 2.28]","['C_0102', 'C_0401', 'C_0704', 'DQB1_0502']",2 +Atherosclerosis of renal artery,2,9,"[0.002374, 0.0285]","[2.758, 1.625]","['B_4002', 'C_0202']",2 +Atrial fibrillation,8,18,"[0.01297, 0.01197, 0.03476, 0.03747, 0.03388, 0.01725]","[1.128, 1.237, 0.839, 1.106, 1.154, 1.194]","['A_0301', 'A_3201', 'C_1601', 'DPA1_0201', 'DPB1_0101', 'DRB1_1302']",2 +Atrial fibrillation and flutter,8,18,"[0.03113, 0.005582, 0.02776, 0.04375, 0.01153]","[1.108, 1.257, 0.836, 1.143, 1.202]","['A_0301', 'A_3201', 'C_1601', 'DPB1_0101', 'DRB1_1302']",2 +Atrophic gastritis,0,14,"[0.04999, 0.03597, 0.02726]","[1.867, 1.497, 0.397]","['A_2601', 'DQB1_0501', 'DRB1_1301']",2 +Autoimmune hemolytic anemias,4,10,"[0.01992, 0.02411, 0.02475, 0.02042, 0.03723]","[1.83, 1.757, 1.745, 1.815, 1.717]","['B_0801', 'C_0701', 'DQA1_0501', 'DQB1_0201', 'DRB1_0301']",2 +Bacteremia,6,12,"[0.009889, 0.009016, 0.02568]","[1.352, 1.49, 1.189]","['A_3101', 'B_3701', 'C_0304']",2 +Bacterial enteritis,6,12,"[0.03475, 0.03126, 0.02583, 0.03447, 0.01528, 0.04259, 0.01848, 0.03363, 0.0008414, 0.01454]","[1.487, 1.314, 1.423, 0.804, 0.761, 0.586, 1.727, 0.788, 0.659, 1.399]","['A_2501', 'B_4001', 'C_0102', 'C_0701', 'DQB1_0201', 'DQB1_0503', 'DRB1_0103', 'DRB1_0301', 'DRB1_0401', 'DRB1_0404']",2 +Bacterial infection NOS,6,12,"[0.004877, 0.04245, 0.01716]","[1.251, 1.129, 0.905]","['A_3101', 'C_0303', 'DPB1_0401']",2 +"Benign neoplasm of eye, uveal",2,14,"[0.01517, 0.03292, 0.04277]","[0.377, 1.94, 2.394]","['DPB1_0201', 'DPB1_0401', 'DPB1_0501']",2 +Bladder neck obstruction,4,15,"[0.04099, 0.004755]","[1.848, 2.881]","['B_5701', 'DPB1_1301']",2 +Bursitis,4,9,"[0.03976, 0.03993, 0.0369, 0.02924]","[0.476, 1.411, 0.227, 0.332]","['A_6801', 'B_1501', 'C_0704', 'DPB1_1101']",2 +Bursitis disorders,6,18,"[0.04447, 0.02943, 0.04921, 0.01389]","[0.601, 1.84, 1.762, 2.277]","['A_0301', 'B_2705', 'C_0202', 'DRB1_0801']",2 +Calcaneal spur; Exostosis NOS,2,10,"[0.005024, 0.01168, 0.02684]","[2.453, 2.993, 3.178]","['B_4001', 'C_1502', 'DPB1_1401']",2 +Calculus of kidney,2,14,"[0.02177, 0.01938, 0.03051, 0.04265]","[1.613, 0.664, 1.189, 0.552]","['B_1401', 'C_0102', 'DPB1_0401', 'DRB1_0901']",2 +Calculus of lower urinary tract,4,9,[0.01598],[1.78],['C_0702'],2 +Calculus of ureter,4,9,"[0.006677, 0.02421, 0.02014, 0.03792]","[0.729, 0.27, 0.516, 0.528]","['A_0201', 'A_2301', 'B_2705', 'C_0102']",2 +Cancer of bladder,1,14,"[0.03477, 0.04996, 0.03819, 0.03754]","[1.507, 1.359, 1.448, 1.239]","['A_2501', 'C_1601', 'DQA1_0401', 'DQB1_0602']",2 +Cancer of other female genital organs,8,16,"[0.01032, 0.03483, 0.03922, 0.017, 0.04782, 0.01034, 0.03771, 0.01344, 0.01461, 0.04265, 0.04951, 0.01799, 0.01421, 0.03232, 0.01042, 0.000769, 0.01192, 0.0003959, 0.03184, 0.02232, 0.01137, 0.02493, 0.04012, 4.833e-05]","[1.316, 1.258, 0.543, 0.718, 1.272, 0.697, 1.25, 1.66, 0.415, 1.228, 0.784, 1.64, 2.473, 1.683, 1.921, 2.612, 1.587, 2.667, 2.04, 0.593, 1.591, 0.599, 1.647, 2.326]","['A_0301', 'B_0702', 'B_1402', 'B_4402', 'C_0401', 'C_0501', 'C_0702', 'C_1502', 'DPB1_0501', 'DQA1_0102', 'DRB1_0301', 'DRB1_1104', 'A_3001', 'B_5101', 'B_5701', 'C_1502', 'DPB1_0301', 'DPB1_0601', 'DPB1_1301', 'DQB1_0201', 'DQB1_0302', 'DRB1_0301', 'DRB1_0404', 'DRB1_1101']",2 +Cancer of stomach,1,14,"[0.01778, 0.0163, 0.04034, 0.03518, 0.01982, 0.02477, 0.03684, 0.04848]","[1.747, 1.579, 0.632, 1.682, 0.644, 1.542, 1.545, 1.388]","['A_2501', 'A_2902', 'B_4001', 'B_5501', 'C_0304', 'C_1601', 'DPA1_0202', 'DQA1_0103']",2 +Candidiasis,6,12,"[0.02755, 0.01873, 0.001081]","[1.193, 1.219, 0.445]","['DQB1_0501', 'DRB1_0101', 'DRB1_1104']",2 +"Cardiac complications, not elsewhere classified",4,15,"[0.04235, 0.03432, 0.005262, 0.01665]","[0.672, 2.298, 2.66, 0.539]","['A_0201', 'B_4901', 'DPB1_1301', 'DQA1_0101']",2 +Cellulitis and abscess of face/neck,2,13,"[0.003852, 0.006044, 0.02525, 0.01881, 0.0125]","[2.104, 1.902, 2.018, 2.25, 0.354]","['B_1402', 'C_0802', 'DPB1_1301', 'DPB1_1401', 'DRB1_0404']",2 +"Cellulitis and abscess of foot, toe",6,10,"[0.01536, 0.0002136, 0.02963, 0.02458, 0.01825, 0.01011, 0.02958, 0.04773, 0.01693, 0.026, 0.001632, 0.02554]","[0.63, 2.339, 1.701, 2.273, 1.588, 1.571, 1.409, 1.506, 1.465, 0.685, 1.663, 0.483]","['A_0301', 'A_3101', 'A_3201', 'B_1401', 'B_4001', 'C_0304', 'DPA1_0201', 'DPB1_0101', 'DQB1_0201', 'DQB1_0301', 'DQB1_0302', 'DRB1_1301']",2 +Cerebral aneurysm,5,16,"[0.0248, 0.02611, 0.02498, 0.03015, 0.005296, 0.03956, 0.03242]","[1.82, 2.167, 2.097, 0.282, 2.636, 0.686, 0.603]","['A_6801', 'B_3503', 'C_0704', 'C_0802', 'DPB1_1401', 'DQA1_0301', 'DRB1_0401']",2 +Cerebral ischemia,2,9,"[0.002579, 0.04568, 0.01487]","[1.712, 1.352, 1.421]","['B_4002', 'C_0704', 'DPB1_1001']",2 +Cholangitis,4,10,"[9.709e-06, 0.03519, 4.388e-05, 0.03929, 0.001289, 0.04159, 0.02822, 0.03249, 0.001693, 0.01272]","[1.852, 0.653, 1.735, 1.451, 1.574, 0.69, 0.673, 1.472, 1.559, 1.577]","['B_0801', 'C_0602', 'C_0701', 'DQA1_0103', 'DQB1_0201', 'DQB1_0302', 'DQB1_0501', 'DQB1_0603', 'DRB1_0301', 'DRB1_1301']",2 +Cholelithiasis with other cholecystitis,2,12,"[0.03747, 0.002656, 0.03986, 0.01257, 0.01389]","[2.263, 2.611, 2.135, 2.047, 2.27]","['B_3701', 'C_1502', 'DPB1_1001', 'DQB1_0604', 'DRB1_0801']",2 +"Chronic Kidney Disease, Stage III",5,15,"[0.02046, 0.04012, 0.04772, 0.02256, 0.04212, 0.02456, 0.0125, 0.001834, 0.001817, 0.00437, 0.03027, 0.001821, 0.004547]","[0.84, 1.163, 0.62, 1.235, 1.181, 0.848, 1.369, 1.22, 1.248, 0.804, 0.831, 1.249, 0.807]","['B_0702', 'B_0801', 'B_3801', 'B_4001', 'C_0304', 'C_0702', 'DQA1_0401', 'DQA1_0501', 'DQB1_0201', 'DQB1_0602', 'DRB1_0101', 'DRB1_0301', 'DRB1_1501']",2 +Chronic hepatitis,6,12,"[0.0128, 0.03164, 0.0001459, 0.01218, 0.003885, 0.006327, 0.0366, 0.005037, 0.0303, 0.0006908, 0.01179, 0.008618]","[1.46, 1.508, 0.531, 1.812, 1.535, 0.601, 0.42, 1.518, 1.796, 0.215, 0.379, 0.62]","['B_0801', 'DPB1_0101', 'DQA1_0102', 'DQA1_0401', 'DQB1_0201', 'DQB1_0602', 'DQB1_0604', 'DRB1_0301', 'DRB1_0801', 'DRB1_1101', 'DRB1_1302', 'DRB1_1501']",2 +"Chronic kidney disease, Stage I or II",5,14,"[0.04683, 0.02539]","[1.291, 1.224]","['C_0303', 'DQA1_0501']",2 +Chronic osteomyelitis,7,18,"[0.04007, 0.03509, 0.04888, 0.04785, 0.0298, 0.01132]","[0.611, 0.121, 1.514, 0.701, 1.379, 2.136]","['A_1101', 'C_0704', 'C_1203', 'DPB1_0301', 'DQB1_0302', 'DRB1_0103']",2 +Chronic pancreatitis,5,9,"[0.0294, 0.04565, 0.03422]","[2.074, 2.195, 1.571]","['B_1402', 'C_0704', 'DPB1_0201']",2 +Chronic pulmonary heart disease,2,14,"[0.04577, 0.02129, 0.001525, 0.02644, 0.03755, 0.04714, 0.006507]","[0.875, 1.294, 0.321, 1.307, 0.865, 1.297, 1.612]","['A_0201', 'B_2705', 'B_3801', 'C_0102', 'DPB1_0401', 'DQA1_0401', 'DRB1_0103']",2 +Chronic renal failure [CKD],5,15,"[0.006444, 0.002419, 0.01902, 0.02346, 0.01529, 0.000567, 0.0428, 0.02051, 0.0005444, 0.02476, 0.03659]","[0.647, 0.683, 1.138, 1.22, 1.109, 1.179, 1.205, 0.892, 1.18, 0.74, 0.903]","['B_3801', 'B_5501', 'C_0304', 'DQA1_0401', 'DQA1_0501', 'DQB1_0201', 'DQB1_0402', 'DQB1_0602', 'DRB1_0301', 'DRB1_1401', 'DRB1_1501']",2 +Chronic sinusitis,7,18,"[0.01766, 0.03498, 0.02168, 0.02131, 0.0241, 0.03852, 0.01556, 0.02701]","[0.852, 1.252, 0.545, 0.794, 1.254, 0.763, 0.666, 1.161]","['A_0301', 'A_6801', 'B_1401', 'B_3501', 'C_1203', 'DPA1_0202', 'DPB1_0501', 'DQB1_0302']",2 +Chronic tonsillitis and adenoiditis,2,16,"[0.03028, 0.04868]","[1.824, 1.786]","['C_1402', 'DRB1_0407']",2 +Colles' fracture,2,14,"[0.04224, 0.01371, 0.03568, 0.02163]","[1.552, 1.919, 2.192, 2.668]","['A_0101', 'DPB1_0401', 'DPB1_0501', 'DRB1_0103']",2 +Congenital anomalies of intestine,7,17,"[0.006128, 0.03133]","[2.213, 2.768]","['DRB1_0404', 'DRB1_0407']",2 +Congenital anomalies of limbs,7,14,"[0.02181, 0.03485, 0.01177, 0.02643]","[2.492, 1.767, 2.112, 0.658]","['B_1401', 'DPA1_0202', 'DPB1_0601', 'DQA1_0102']",2 +Congenital deformities of feet,0,11,"[0.01251, 0.03357, 0.02549, 0.02791, 0.000262, 0.005243]","[2.399, 1.754, 2.356, 2.601, 4.094, 3.751]","['B_1801', 'DPA1_0103', 'DPA1_0202', 'DPB1_0501', 'DRB1_1104', 'DRB1_1201']",2 +Congenital hip dysplasia and deformity,5,18,"[0.001509, 0.007447, 0.02727, 0.01608, 0.0433, 0.01239, 0.007673]","[4.658, 2.103, 1.861, 2.428, 0.479, 2.516, 2.994]","['B_1401', 'B_4402', 'C_0501', 'C_0802', 'DPA1_0201', 'DPA1_0202', 'DPB1_0601']",2 +Congenital musculoskeletal deformities of spine,5,11,"[0.007512, 0.02831, 0.01822]","[2.087, 2.391, 3.005]","['B_4001', 'B_5501', 'DQB1_0502']",2 +Contracture of joint,2,16,"[0.02963, 0.02815]","[1.773, 2.13]","['DQB1_0503', 'DRB1_0407']",2 +Corneal degenerations,2,9,"[0.03798, 0.04267]","[3.472, 2.903]","['B_4002', 'C_0704']",2 +"Cyst of kidney, acquired",4,9,"[0.002126, 0.0165]","[2.443, 1.497]","['B_4002', 'DPB1_0101']",2 +Cystitis,5,11,"[0.04475, 0.04846, 0.01802, 0.01805]","[0.134, 0.441, 1.863, 1.989]","['A_3001', 'B_1302', 'B_3503', 'DQB1_0502']",2 +Defibrination syndrome,5,11,"[0.01588, 0.03909]","[2.306, 2.932]","['C_0202', 'DQB1_0502']",2 +Deficiency of humoral immunity,2,16,"[0.02577, 0.04714]","[0.204, 2.31]","['B_2705', 'DRB1_0407']",2 +Dementia with cerebral degenerations,8,14,"[0.0334, 0.03956, 0.002837, 0.03566, 0.0163]","[1.926, 2.976, 4.21, 1.893, 3.583]","['A_0301', 'A_2301', 'B_4901', 'DQB1_0301', 'DRB1_0103']",2 +Dermatomycoses,3,11,"[0.008747, 0.0006291, 0.04359, 0.003539, 0.02671]","[3.5, 4.139, 2.307, 4.653, 2.514]","['A_2301', 'A_2601', 'B_2705', 'B_3901', 'C_1203']",2 +Diaphragmatic hernia,4,10,"[0.004327, 0.03475, 0.03362, 0.004948, 0.005353]","[0.762, 1.302, 0.836, 0.771, 0.772]","['B_0801', 'C_0202', 'C_0701', 'DQB1_0201', 'DRB1_0301']",2 +Digestive congenital anomalies,7,17,"[0.02047, 0.0267, 0.02588, 0.01866, 0.009424, 0.04575, 0.02997, 0.02097]","[0.701, 1.562, 0.394, 1.626, 1.771, 1.803, 1.611, 2.258]","['A_0201', 'A_1101', 'B_1801', 'B_3501', 'B_5101', 'B_5501', 'DRB1_0404', 'DRB1_0407']",2 +Diplopia and disorders of binocular vision,0,8,"[0.03235, 0.02162, 4.444e-05, 0.03278, 4.994e-05, 0.03461, 0.03867, 1.142e-05]","[1.575, 1.738, 1.888, 1.34, 1.887, 0.68, 1.329, 2.009]","['A_3201', 'B_1302', 'DQA1_0103', 'DQB1_0201', 'DQB1_0603', 'DRB1_0101', 'DRB1_0301', 'DRB1_1301']",2 +Diseases due to other mycobacteria,6,12,[0.03069],[0.112],['C_0401'],2 +Disorders of adrenal glands,0,12,"[0.04473, 0.03172, 0.008859, 0.004691, 0.01231, 0.02669, 0.02503, 0.02921, 0.03598]","[1.442, 1.594, 1.321, 1.9, 0.384, 1.219, 1.27, 1.248, 1.238]","['B_1302', 'B_3503', 'C_0602', 'C_1402', 'DPB1_1301', 'DQA1_0301', 'DQB1_0202', 'DQB1_0302', 'DRB1_0401']",2 +Disorders of lacrimal system,1,12,"[0.0009639, 0.02516, 0.03792, 0.02566]","[2.09, 2.581, 0.347, 1.769]","['A_2402', 'A_3001', 'B_3501', 'C_0303']",2 +Disorders of menstruation and other abnormal bleeding from female genital tract,4,9,"[0.01607, 0.01332]","[0.732, 1.576]","['A_2902', 'A_3001']",2 +Disorders of sweat glands,2,8,"[0.03273, 0.02534, 0.008687, 0.004271, 0.01236, 0.04998, 0.0329, 0.01621, 0.04201, 0.03003, 0.01901]","[1.645, 1.671, 2.348, 2.188, 2.549, 0.562, 1.607, 0.427, 1.613, 1.692, 1.72]","['B_0702', 'C_0702', 'DPA1_0202', 'DPB1_0101', 'DPB1_0501', 'DQA1_0101', 'DQA1_0102', 'DQB1_0501', 'DQB1_0602', 'DRB1_0401', 'DRB1_1501']",2 +Disorders resulting from impaired renal function,5,15,"[0.02004, 0.0173, 0.04248, 0.002083, 0.03136, 0.0131, 0.04732, 0.003822, 0.02616]","[1.323, 1.29, 1.191, 1.335, 1.446, 0.771, 1.357, 1.314, 0.796]","['B_4001', 'C_0304', 'DQA1_0501', 'DQB1_0201', 'DQB1_0402', 'DQB1_0602', 'DQB1_0604', 'DRB1_0301', 'DRB1_1501']",2 +Displacement of intervertebral disc,5,13,"[0.0344, 0.0001701, 0.03566, 0.0241, 0.04872]","[1.762, 2.119, 1.404, 1.308, 1.24]","['B_4002', 'C_0704', 'C_1601', 'DQB1_0202', 'DRB1_0701']",2 +Diverticulitis,1,12,"[0.03127, 0.02157, 0.04437, 0.01244, 0.007299]","[0.409, 1.429, 0.725, 0.712, 0.258]","['A_2501', 'C_0303', 'C_0401', 'C_0702', 'DPB1_0601']",2 +Diverticulosis,5,14,"[0.0113, 0.02786, 0.0495, 0.02862]","[1.343, 1.207, 1.121, 0.789]","['B_1402', 'C_0303', 'DQA1_0501', 'DRB1_0404']",2 +Diverticulosis and diverticulitis,5,14,"[0.04812, 0.01704, 0.03092, 0.03273, 0.005049, 0.008496, 0.03293]","[1.247, 1.209, 0.729, 0.887, 1.163, 0.764, 1.199]","['B_1402', 'C_0303', 'DPB1_0601', 'DQA1_0301', 'DQA1_0501', 'DRB1_0404', 'DRB1_1101']",2 +Drusen (degenerative) of retina,5,11,"[0.02586, 0.005677]","[0.614, 2.852]","['A_0101', 'DQB1_0502']",2 +Dry eyes,4,14,[0.03181],[1.574],['DPB1_1701'],2 +Dyschromia and Vitiligo,0,15,"[0.01177, 0.03991, 0.025, 0.006972, 0.02977, 0.04897, 0.01948, 0.03459, 0.04124]","[2.068, 1.44, 1.908, 1.857, 0.374, 1.647, 0.547, 1.838, 1.762]","['B_3901', 'B_5101', 'C_1402', 'C_1502', 'DPB1_0601', 'DPB1_1301', 'DRB1_0404', 'DRB1_0407', 'DRB1_0901']",2 +Dysmenorrhea,2,16,"[0.0359, 0.03345, 0.04129, 0.006892]","[0.572, 1.522, 0.581, 2.928]","['DQB1_0201', 'DQB1_0301', 'DRB1_0301', 'DRB1_0407']",2 +Dysplasia of female genital organs,2,8,"[0.04373, 0.000279, 0.00226, 0.04399, 0.03986, 0.02384, 0.001907, 0.04642, 0.04875, 0.001276]","[1.828, 2.571, 2.215, 1.752, 1.703, 1.86, 2.254, 1.949, 0.137, 2.316]","['A_2402', 'B_0702', 'C_0702', 'DPB1_0301', 'DQA1_0102', 'DQB1_0302', 'DQB1_0602', 'DRB1_1101', 'DRB1_1301', 'DRB1_1501']",2 +Elevated C-reactive protein (CRP),4,11,"[0.01173, 0.03892, 0.0238, 0.03352]","[2.222, 1.464, 0.415, 1.503]","['B_5501', 'DQA1_0101', 'DQA1_0103', 'DQB1_0501']",2 +Elevated cancer antigen 125 [CA 125],5,10,"[0.01887, 0.02574, 0.02887, 0.02093, 0.04926]","[2.07, 2.244, 3.727, 2.16, 2.821]","['A_0301', 'B_4001', 'B_4002', 'C_0304', 'C_0704']",2 +Elevated prostate specific antigen [PSA],4,9,"[0.004256, 0.01845, 0.02425]","[1.345, 0.394, 0.726]","['A_2402', 'B_3901', 'C_0303']",2 +Embolism and thrombosis of abdominal aorta,3,9,[0.04528],[2.846],['B_4901'],2 +Encephalitis,2,18,"[0.000116, 0.008847, 0.02963]","[3.126, 2.033, 1.811]","['DPB1_0101', 'DQB1_0602', 'DRB1_1501']",2 +"Encephalitis, non-infectious",2,18,"[0.005822, 0.0005721, 0.0429, 0.01662]","[2.732, 3.271, 2.634, 3.146]","['B_3501', 'DPB1_0101', 'DQB1_0402', 'DRB1_0801']",2 +"Encounter for long-term (current) use of anticoagulants, antithrombotics, aspirin",4,15,"[0.04441, 0.04225, 0.03131, 0.007376, 0.0121]","[1.343, 0.638, 1.313, 1.567, 1.591]","['A_3201', 'B_1402', 'B_5101', 'C_1502', 'DPB1_1301']",2 +Encounter for long-term (current) use of antiplatelets/antithrombotics,6,11,"[0.02998, 0.03506, 0.0269, 0.02569, 0.02629, 0.04064]","[0.422, 1.726, 2.582, 0.533, 2.307, 0.524]","['B_4402', 'C_0401', 'DPB1_1301', 'DQB1_0301', 'DQB1_0402', 'DRB1_1501']",2 +Encounter for long-term (current) use of aspirin,4,15,"[0.00222, 0.04472, 0.0006622, 0.04032, 0.001332, 0.04046]","[1.549, 0.646, 1.886, 0.545, 1.927, 0.809]","['B_5101', 'C_1203', 'C_1502', 'DPB1_1101', 'DPB1_1301', 'DQA1_0102']",2 +End stage renal disease,4,10,"[0.01576, 0.01455, 0.02672, 0.04285, 0.009403, 0.0315, 0.03507, 0.02903, 0.001048, 0.0006259, 0.04042, 0.02272, 0.001269]","[0.602, 1.218, 0.521, 0.824, 0.535, 0.807, 1.173, 0.711, 1.673, 1.307, 1.186, 0.823, 1.289]","['A_2601', 'B_0801', 'B_3503', 'B_4402', 'B_5501', 'C_0401', 'C_0701', 'C_1203', 'DPB1_1001', 'DQB1_0201', 'DQB1_0302', 'DQB1_0602', 'DRB1_0301']",2 +Endometrial hyperplasia,4,14,"[0.04338, 0.03471, 0.04243]","[2.584, 3.004, 1.716]","['DPB1_1301', 'DPB1_1701', 'DQA1_0101']",2 +Endometriosis,4,15,"[0.01648, 0.002804, 0.009321]","[1.952, 2.718, 2.491]","['C_0102', 'C_0704', 'DPB1_1301']",2 +Eosinophilic esophagitis,5,10,"[0.01196, 0.0123, 0.01854]","[2.435, 2.28, 3.542]","['B_4001', 'C_0304', 'C_0704']",2 +Epiphora,5,11,"[0.005254, 0.04733, 0.00283]","[2.262, 0.523, 4.142]","['A_2402', 'DQB1_0301', 'DQB1_0502']",2 +Erectile dysfunction [ED],4,9,"[0.01071, 0.04441]","[0.73, 0.739]","['B_3501', 'C_1601']",2 +Excessive or frequent menstruation,4,9,"[0.04311, 0.0391]","[1.258, 0.425]","['A_0201', 'B_5501']",2 +Exophthalmos,3,9,"[0.004462, 0.02516, 0.02848, 0.02276, 0.03678]","[3.903, 0.104, 3.171, 0.39, 1.953]","['B_4901', 'C_0401', 'C_0704', 'DQB1_0301', 'DQB1_0302']",2 +Facial nerve disorders [CN7],0,14,[0.0447],[1.838],['A_2601'],2 +Fasciitis,3,17,"[0.03702, 0.0041, 0.04417, 0.02479, 0.03163]","[1.93, 2.001, 1.425, 1.387, 1.322]","['B_3801', 'B_5501', 'C_0303', 'DPB1_0301', 'DQA1_0102']",2 +Fracture of foot,4,10,"[0.03894, 0.004611, 0.0139, 0.03224, 0.002599, 0.03244, 0.0331, 0.03506]","[1.769, 1.399, 1.319, 0.413, 0.647, 1.297, 1.288, 0.621]","['A_3001', 'B_0801', 'C_0701', 'C_1502', 'DPB1_0201', 'DQB1_0501', 'DRB1_0301', 'DRB1_0404']",2 +Giant cell arteritis,2,17,"[0.00965, 0.02405, 0.006798, 0.01259, 0.04972, 0.02269, 0.01303, 0.02197]","[1.785, 1.913, 1.866, 0.593, 1.485, 0.571, 1.641, 0.575]","['B_1501', 'C_0102', 'C_0303', 'DQA1_0102', 'DQB1_0302', 'DQB1_0602', 'DRB1_0401', 'DRB1_1501']",2 +Gingival and periodontal diseases,4,14,"[0.03707, 0.01924, 0.005849, 0.04147]","[0.75, 1.751, 2.048, 0.78]","['A_0301', 'A_2301', 'DPB1_1701', 'DQA1_0301']",2 +Gout,4,16,"[0.0308, 0.03172, 0.02333, 0.03347, 0.03034]","[1.25, 0.833, 0.82, 1.155, 0.663]","['B_5101', 'C_0501', 'C_0602', 'C_0701', 'DPB1_0501']",2 +Gout and other crystal arthropathies,4,16,"[0.04581, 0.0497, 0.02245, 0.03577, 0.02199, 0.03375]","[1.226, 0.85, 0.822, 1.15, 1.238, 0.676]","['B_5101', 'C_0501', 'C_0602', 'C_0701', 'DPB1_0101', 'DPB1_0501']",2 +Gram positive septicemia,6,12,"[0.03393, 0.04003, 0.02717]","[1.773, 1.899, 0.367]","['A_2501', 'B_3701', 'DPA1_0202']",2 +Hallucinations,2,12,"[0.03241, 0.008335, 0.04479, 0.03507, 0.04879]","[0.116, 2.888, 0.448, 2.331, 2.334]","['C_0303', 'C_1502', 'DQB1_0302', 'DQB1_0402', 'DRB1_0801']",2 +Heart transplant/surgery,2,11,"[0.02857, 0.001451, 0.02925, 0.01265, 0.04759, 0.04095, 0.04743, 0.000924, 0.03978, 0.02884]","[0.603, 1.679, 1.798, 1.659, 1.494, 1.233, 0.784, 2.181, 1.708, 0.766]","['A_2902', 'A_3201', 'B_4002', 'C_1502', 'DPB1_0601', 'DQB1_0301', 'DQB1_0602', 'DRB1_0103', 'DRB1_0407', 'DRB1_1501']",2 +Heart valve replaced,2,14,"[0.01793, 0.001192, 0.02585, 0.02609, 0.03077, 0.0192]","[0.524, 1.565, 0.364, 0.619, 0.649, 1.262]","['B_1402', 'B_2705', 'B_3801', 'C_0802', 'C_1203', 'DPB1_0401']",2 +Hematuria,4,9,[0.02528],[0.876],['A_0101'],2 +Hemorrhage during pregnancy; childbirth and postpartum,0,17,"[0.02495, 0.02315, 0.003734, 0.03728, 0.04782, 0.009371]","[0.556, 2.081, 3.523, 2.129, 0.241, 3.405]","['A_0201', 'B_3501', 'B_3503', 'C_0102', 'C_0303', 'DRB1_0407']",2 +Hemorrhage from gastrointestinal ulcer,3,18,"[0.02336, 0.005927, 0.0346, 0.03575, 0.03554]","[1.891, 2.313, 1.731, 1.674, 2.658]","['B_4001', 'C_0202', 'C_0304', 'DPB1_0301', 'DRB1_0103']",2 +Hemorrhage of fetus or newborn,0,10,"[0.02104, 0.0002876]","[3.116, 4.761]","['A_2301', 'DRB1_1104']",2 +Hemorrhoids,2,14,"[0.04077, 0.02846, 0.01408]","[1.163, 0.641, 0.551]","['DPB1_0401', 'DPB1_0501', 'DRB1_1401']",2 +Hepatitis NOS,6,12,"[0.01873, 0.01781, 0.01655]","[1.424, 1.459, 0.44]","['A_0101', 'B_0801', 'DRB1_1101']",2 +Hereditary retinal dystrophies,1,12,"[0.03409, 0.04095]","[2.008, 2.003]","['A_1101', 'C_0303']",2 +Herpes simplex,6,12,"[0.00773, 0.04474, 0.02356, 0.01602, 0.00999, 0.04004]","[1.474, 0.749, 0.604, 0.611, 1.498, 2.027]","['A_0101', 'A_0201', 'C_0401', 'DPB1_0402', 'DQB1_0302', 'DRB1_0407']",2 +Herpes zoster,6,12,"[0.04484, 0.004402, 0.0311, 0.0009058, 0.007163, 0.009831, 0.01468, 0.004424, 0.04756, 0.02874, 0.03068]","[0.596, 0.628, 1.638, 0.569, 0.689, 0.679, 1.575, 0.623, 1.734, 0.371, 1.453]","['B_1801', 'B_4402', 'B_5501', 'C_0501', 'DQA1_0101', 'DQB1_0501', 'DQB1_0604', 'DRB1_0101', 'DRB1_0103', 'DRB1_1104', 'DRB1_1302']",2 +Hyperaldosteronism,0,16,"[0.03455, 0.03179, 0.003632]","[3.572, 3.109, 4.68]","['C_1402', 'DPB1_1001', 'DQB1_0502']",2 +Hypermetropia,2,17,"[0.003086, 0.00754, 0.01211, 0.02477, 0.03002, 0.01109, 0.02115, 0.02179, 0.02577]","[2.028, 2.123, 2.116, 1.915, 0.605, 1.664, 1.649, 0.525, 0.543]","['B_1501', 'B_2705', 'C_0102', 'C_0202', 'DQA1_0102', 'DQA1_0301', 'DQB1_0302', 'DQB1_0602', 'DRB1_1501']",2 +Hyperosmolality and/or hypernatremia,1,10,"[0.02532, 0.03722, 0.02783, 0.03684, 0.02374, 0.002005, 0.01463]","[1.657, 1.725, 1.48, 0.693, 1.337, 2.448, 1.561]","['A_3101', 'B_5501', 'DPB1_0101', 'DPB1_0402', 'DQA1_0501', 'DRB1_0407', 'DRB1_1101']",2 +Infection with drug-resistant microorganisms,6,12,[0.03426],[0.808],['DPB1_0401'],2 +Infection/inflammation of internal prosthetic device; implant; and graft,6,12,[0.01943],[1.443],['DPB1_1301'],2 +Influenza,2,16,"[0.04579, 0.01513, 0.0122]","[0.764, 0.471, 2.19]","['DPB1_0401', 'DQB1_0303', 'DRB1_0407']",2 +Ingrowing nail,4,15,"[0.02598, 0.04445]","[2.013, 1.561]","['DPB1_1301', 'DQB1_0303']",2 +Injuries to the nervous system,8,17,"[0.02777, 0.01609, 0.02629, 0.002759, 0.04397]","[1.703, 1.574, 2.379, 2.333, 0.627]","['B_5101', 'C_0501', 'C_1402', 'DPB1_0601', 'DQB1_0501']",2 +Insect bite,2,13,"[0.004191, 0.002163, 0.04116, 0.002741]","[2.33, 2.238, 1.456, 0.579]","['B_1402', 'C_0802', 'DPA1_0103', 'DPB1_0401']",2 +Intestinal infection due to C. difficile,6,12,"[0.02716, 0.01437, 0.04287, 0.04706, 0.004931, 0.04549, 0.01617, 0.0009412, 0.03217]","[1.525, 1.48, 0.806, 0.716, 0.717, 0.58, 0.755, 0.653, 1.358]","['A_2501', 'C_0102', 'C_0701', 'DPB1_0101', 'DQB1_0201', 'DQB1_0503', 'DRB1_0301', 'DRB1_0401', 'DRB1_0404']",2 +Irregular menstrual cycle,0,14,"[0.03586, 0.04328, 0.0446, 0.02587, 0.009733, 0.01464, 0.009771]","[0.754, 1.566, 0.611, 1.57, 1.848, 0.71, 0.693]","['A_0301', 'A_2601', 'A_2902', 'A_3101', 'DPB1_1301', 'DQB1_0201', 'DRB1_0301']",2 +Irregular menstrual cycle/bleeding,4,9,"[0.03243, 0.01776]","[1.16, 0.713]","['A_0201', 'A_2902']",2 +Keloid scar,0,8,"[0.009107, 0.03395, 0.03367, 0.03925, 0.02744, 0.02296]","[2.515, 2.464, 1.78, 2.608, 1.819, 1.88]","['B_1302', 'B_3701', 'DQA1_0103', 'DQB1_0502', 'DQB1_0603', 'DRB1_1301']",2 +Kidney replaced by transpant,5,15,"[0.0131, 0.03051, 0.005162, 0.00436, 0.0234, 0.01316, 0.01552, 0.02481, 0.0001654, 5.836e-05, 0.03058, 0.03987, 0.03673, 0.0003316, 0.03151, 0.04442]","[1.216, 0.542, 0.51, 1.282, 1.447, 0.815, 1.187, 1.17, 1.332, 1.371, 0.827, 0.843, 0.821, 1.316, 1.269, 0.848]","['B_0801', 'B_3503', 'B_5501', 'C_0304', 'DPB1_1001', 'DQA1_0101', 'DQA1_0301', 'DQA1_0501', 'DQB1_0201', 'DQB1_0302', 'DQB1_0501', 'DQB1_0602', 'DRB1_0101', 'DRB1_0301', 'DRB1_0404', 'DRB1_1501']",2 +Known or suspected fetal abnormality affecting management of mother,6,15,"[0.0347, 0.01546, 0.04615, 0.04034, 0.04784, 0.03091]","[0.587, 1.283, 1.249, 0.655, 0.69, 1.268]","['B_5701', 'DQA1_0102', 'DQB1_0602', 'DRB1_0404', 'DRB1_1301', 'DRB1_1501']",2 +Kyphosis (acquired),1,18,"[0.0005528, 0.01681, 0.01275, 0.003792, 0.007339, 0.0008388, 0.007037, 0.02211, 0.0221]","[2.807, 0.246, 2.053, 0.321, 2.169, 2.92, 2.464, 1.612, 1.612]","['B_1402', 'B_3501', 'B_5701', 'C_0401', 'C_0802', 'C_1502', 'DPB1_0501', 'DQA1_0201', 'DRB1_0701']",2 +Localized adiposity,3,9,"[0.0005862, 0.002252]","[4.038, 4.237]","['B_4901', 'DQB1_0502']",2 +Lower gastrointestinal congenital anomalies,7,17,"[0.0339, 0.03516, 0.01934]","[1.693, 1.726, 2.547]","['B_3501', 'DRB1_0404', 'DRB1_0407']",2 +Lung disease due to external agents,4,9,[0.02281],[3.287],['A_3001'],2 +Lung transplant,3,14,"[0.04729, 0.03477, 0.03031, 0.0345]","[2.324, 0.518, 2.357, 2.663]","['B_4901', 'DPB1_0201', 'DPB1_1001', 'DRB1_0407']",2 +"Macular degeneration, dry",4,10,"[0.004329, 0.04945, 0.04469, 0.002557, 0.03198, 0.02925, 0.02118, 0.04379]","[0.601, 1.849, 1.333, 0.589, 0.492, 1.389, 1.415, 1.947]","['B_0702', 'B_4901', 'C_0701', 'C_0702', 'C_1601', 'DQB1_0201', 'DRB1_0301', 'DRB1_0407']",2 +Malaise and fatigue,2,9,"[0.01879, 0.04757, 0.005061, 0.007738, 0.0458]","[1.975, 1.975, 2.084, 1.905, 0.675]","['B_3503', 'B_4002', 'C_0704', 'DPB1_1101', 'DQB1_0202']",2 +Malignant neoplasm of bladder,1,14,"[0.02983, 0.0421, 0.03275, 0.04771, 0.04309]","[1.526, 1.375, 1.465, 1.453, 1.233]","['A_2501', 'C_1601', 'DQA1_0401', 'DQB1_0402', 'DQB1_0602']",2 +"Malignant neoplasm of rectum, rectosigmoid junction, and anus",3,17,"[0.03838, 0.0381, 0.03404, 0.00366, 0.03563, 0.02258, 0.0295]","[0.817, 1.675, 1.547, 0.641, 1.343, 0.48, 1.24]","['A_0201', 'B_3801', 'B_5501', 'C_0304', 'DPB1_0101', 'DPB1_1101', 'DQA1_0102']",2 +Methicillin sensitive Staphylococcus aureus,6,12,"[0.04807, 0.03731, 0.03833, 0.004829]","[1.55, 1.248, 1.469, 1.872]","['B_3701', 'B_4402', 'DPB1_0601', 'DPB1_1401']",2 +Microscopic hematuria,4,9,"[0.03798, 0.01276]","[1.667, 2.374]","['C_1601', 'DPB1_1401']",2 +Multiple myeloma,2,14,"[0.02007, 0.04488, 0.03963, 0.04777]","[1.308, 0.646, 1.306, 1.478]","['A_0201', 'DPB1_0101', 'DPB1_0401', 'DQB1_0604']",2 +Muscle weakness,1,9,"[0.00951, 0.01613, 0.0386, 0.004165]","[1.541, 1.287, 1.485, 1.62]","['B_3503', 'DQB1_0303', 'DQB1_0502', 'DRB1_0901']",2 +Myasthenia gravis,0,14,"[0.02077, 0.02448, 0.03307]","[0.661, 1.993, 1.964]","['A_0201', 'A_2601', 'DPB1_0601']",2 +"Myeloid leukemia, chronic",7,18,"[0.01838, 0.04474]","[0.547, 1.832]","['A_0101', 'C_1203']",2 +Myoneural disorders,0,14,"[0.0322, 0.04574]","[0.693, 1.839]","['A_0201', 'A_2601']",2 +Myopathy,2,14,"[0.02703, 0.04111, 0.04912, 0.02089]","[0.823, 1.346, 1.211, 0.657]","['A_0201', 'B_2705', 'DPB1_0401', 'DRB1_0404']",2 +Non-proliferative glomerulonephritis,5,14,"[0.03081, 0.0221, 0.0255, 0.04939]","[1.776, 1.862, 0.414, 1.527]","['B_1501', 'C_0303', 'C_0602', 'DQA1_0501']",2 +"Noninflammatory disorders of ovary, fallopian tube, and broad ligament",3,13,"[0.03124, 0.01896, 0.006509, 0.03007, 0.02094, 0.006144, 0.01619, 0.04421, 0.03466, 0.04804]","[0.502, 0.391, 3.582, 3.086, 0.466, 2.503, 2.821, 0.485, 2.016, 0.491]","['A_0101', 'B_0801', 'B_3901', 'B_4002', 'C_0701', 'C_1203', 'DPB1_1301', 'DQB1_0201', 'DQB1_0303', 'DRB1_0301']",2 +Noninflammatory disorders of vagina,3,9,"[0.04739, 0.0209, 0.00572, 0.02361, 0.03337, 0.02364, 0.03411, 0.01194, 0.006794]","[1.569, 2.24, 0.283, 1.488, 0.607, 1.573, 1.456, 0.349, 0.253]","['A_1101', 'B_4901', 'DQA1_0103', 'DQA1_0301', 'DQB1_0201', 'DQB1_0202', 'DQB1_0301', 'DQB1_0603', 'DRB1_1301']",2 +Noninflammatory disorders of vulva and perineum,3,10,"[0.04802, 0.04268, 0.048, 0.03918, 0.04335, 0.008057]","[0.516, 2.878, 0.451, 2.636, 1.69, 2.309]","['A_0101', 'A_3001', 'B_0801', 'C_0704', 'DQB1_0301', 'DRB1_1101']",2 +Noninflammatory female genital disorders,3,9,"[0.02035, 0.02227, 0.01273, 0.03463, 0.03183, 0.02174]","[1.617, 1.591, 0.663, 0.792, 1.219, 1.374]","['B_4901', 'C_0704', 'DPB1_0101', 'DQB1_0201', 'DQB1_0301', 'DRB1_0404']",2 +Nonrheumatic pulmonary valve disorders,0,9,"[0.03577, 0.03245, 0.03499, 0.03957, 0.01372, 0.0007511, 0.02478, 0.03819, 0.03236, 0.02478, 0.04312]","[0.597, 1.938, 2.299, 0.618, 0.51, 2.027, 0.55, 1.566, 1.939, 2.22, 1.796]","['A_0101', 'A_6801', 'C_0704', 'DPA1_0103', 'DPA1_0201', 'DPB1_0301', 'DQA1_0101', 'DQB1_0302', 'DQB1_0604', 'DRB1_1104', 'DRB1_1302']",2 +Nonrheumatic tricuspid valve disorders,5,11,"[0.02002, 0.01902, 0.03561, 0.04297, 0.02859, 0.04633]","[0.609, 1.911, 0.483, 1.698, 2.364, 2.183]","['A_0101', 'A_6801', 'B_1501', 'B_2705', 'DQB1_0502', 'DRB1_1201']",2 +Nontoxic multinodular goiter,8,15,"[0.001748, 0.001827, 0.03485, 0.02181, 0.006041]","[1.355, 1.348, 1.548, 0.797, 0.413]","['B_0702', 'C_0702', 'C_0704', 'DPA1_0103', 'DPB1_1101']",2 +Nontoxic nodular goiter,8,15,"[0.02972, 0.003971, 0.005169, 0.0317, 0.03498, 0.02397, 0.002689, 0.01787, 0.0372, 0.007875]","[0.835, 1.258, 1.251, 0.78, 0.723, 1.265, 1.267, 0.827, 0.836, 0.543]","['A_0101', 'A_0301', 'B_0702', 'B_1501', 'B_2705', 'B_4001', 'C_0702', 'DPA1_0103', 'DPA1_0201', 'DPB1_1101']",2 +Nontoxic uninodular goiter,4,16,"[0.03884, 0.02792, 0.01955, 0.04179, 0.02578, 0.04503, 0.0495]","[1.274, 1.887, 1.466, 0.582, 0.561, 0.486, 1.434]","['A_0301', 'B_1401', 'B_5101', 'B_5701', 'C_1203', 'DPB1_1101', 'DQB1_0604']",2 +Obsessive-compulsive disorders,6,14,"[0.04408, 0.04252, 0.04557, 0.01347, 0.04049]","[2.251, 0.233, 1.864, 0.474, 2.029]","['B_1402', 'B_4001', 'DQA1_0103', 'DQA1_0301', 'DRB1_1302']",2 +Oliguria and anuria,6,17,"[0.01084, 0.03706, 0.04605, 0.009849, 0.0006103, 0.04092, 0.005086, 0.003975]","[2.963, 1.918, 0.36, 2.784, 2.731, 0.446, 0.483, 1.956]","['A_3001', 'B_2705', 'B_4001', 'B_4901', 'C_0102', 'C_0304', 'DQA1_0301', 'DRB1_0101']",2 +Open wounds of extremities,3,16,"[0.02199, 0.01665, 0.005445, 0.01477, 0.02413, 0.01207, 0.01821, 0.00174, 0.008207]","[0.654, 0.779, 1.244, 1.223, 1.285, 0.82, 1.455, 1.436, 0.676]","['A_3201', 'B_4402', 'DPA1_0103', 'DPA1_0201', 'DPB1_0101', 'DPB1_0401', 'DPB1_0601', 'DRB1_0404', 'DRB1_1101']",2 +Orthostatic hypotension,6,11,"[0.003723, 0.005214, 0.0002484, 0.02737, 0.01999]","[1.635, 1.661, 2.211, 0.743, 0.733]","['B_2705', 'C_0102', 'DPB1_1301', 'DQB1_0602', 'DRB1_1501']",2 +"Osteoarthrosis involving more than one site, but not specified as generalized",5,11,"[0.01367, 0.01051, 0.02836, 0.01204]","[2.381, 2.457, 0.272, 3.758]","['B_2705', 'C_0202', 'C_0304', 'DQB1_0502']",2 +Osteochondropathies,2,16,"[0.04278, 0.04967, 0.03692]","[2.159, 2.269, 3.522]","['A_1101', 'B_5101', 'DRB1_0407']",2 +Other abnormality of urination,4,9,"[0.03347, 0.04126]","[0.837, 1.586]","['A_0201', 'C_1402']",2 +Other acquired musculoskeletal deformity,4,9,"[0.03361, 0.03189]","[0.535, 0.44]","['A_3101', 'B_5501']",2 +Other alveolar and parietoalveolar pneumonopathy,2,16,"[0.0178, 0.03396, 0.0285]","[0.599, 2.085, 2.135]","['DQB1_0302', 'DRB1_0407', 'DRB1_1201']",2 +Other arthropathies,5,13,"[0.0002446, 0.02097, 0.03062, 0.04177, 0.001756, 0.003534, 0.03044, 0.02547, 0.03863]","[0.61, 1.307, 1.303, 1.445, 0.704, 0.689, 0.84, 0.788, 0.703]","['A_2902', 'A_3101', 'B_1402', 'B_4002', 'B_4403', 'C_1601', 'DQB1_0202', 'DRB1_1101', 'DRB1_1104']",2 +Other biliary tract disease,4,10,"[0.01398, 0.03197, 0.02791, 0.0239, 0.002371, 0.01507, 0.006533, 0.00572, 0.03836, 0.007955]","[1.25, 0.79, 0.665, 0.77, 1.293, 0.79, 1.273, 0.747, 0.795, 1.267]","['B_0801', 'B_4402', 'B_5701', 'C_0602', 'C_0701', 'DQA1_0101', 'DQB1_0201', 'DQB1_0501', 'DRB1_0101', 'DRB1_0301']",2 +"Other congenital anomalies of lower limb, including pelvic girdle",7,14,"[0.005408, 0.02, 0.01411, 0.02707]","[3.792, 2.244, 2.349, 2.453]","['B_1401', 'C_0802', 'DPA1_0202', 'DPB1_0601']",2 +Other congenital musculoskeletal anomalies,8,13,"[0.04954, 0.0191, 0.01895, 0.04993, 0.03886, 0.006273, 0.01191, 0.002009, 0.01656, 0.03665, 0.00775]","[0.67, 1.739, 0.613, 1.427, 0.616, 0.598, 0.555, 1.809, 0.295, 1.901, 0.529]","['A_0101', 'B_4403', 'C_0701', 'C_0702', 'DPB1_0201', 'DQA1_0501', 'DQB1_0201', 'DQB1_0202', 'DQB1_0303', 'DQB1_0503', 'DRB1_0301']",2 +"Other diseases of respiratory system, NEC",7,12,"[0.0446, 0.03185, 0.0145, 0.02326, 0.02731]","[2.536, 0.215, 2.047, 2.862, 0.514]","['A_3001', 'B_4403', 'B_5101', 'C_1402', 'DQB1_0602']",2 +Other disorders of prostate,4,9,"[0.0339, 0.00407, 0.02206, 0.03737]","[0.558, 2.4, 3.381, 0.29]","['A_0201', 'A_1101', 'A_3001', 'C_0304']",2 +Other disorders of soft tissues,4,17,"[0.03145, 0.03421, 0.02587, 0.04461]","[1.75, 1.727, 2.043, 1.709]","['B_0702', 'C_0702', 'DPB1_0401', 'DQB1_0501']",2 +Other disorders of tympanic membrane,4,8,"[0.04661, 0.03572, 0.04506, 0.0268, 0.003379]","[1.45, 0.224, 2.325, 1.785, 1.73]","['A_0301', 'A_6801', 'B_4002', 'C_0202', 'DPB1_0201']",2 +Other disorders of urethra and urinary tract,4,9,[0.0291],[1.74],['B_3801'],2 +Other dyschromia,0,15,"[0.03586, 0.006451, 0.04392, 0.02525, 0.04033, 0.04595, 0.02132]","[1.876, 1.898, 0.402, 1.765, 0.588, 1.817, 1.897]","['C_1402', 'C_1502', 'DPB1_0601', 'DPB1_1301', 'DRB1_0404', 'DRB1_0407', 'DRB1_0901']",2 +Other forms of chronic heart disease,2,11,"[0.01586, 0.001159, 9.635e-05, 0.01776, 0.03011, 0.01361, 0.04794, 0.03426, 0.00545]","[1.325, 0.367, 1.943, 1.317, 1.195, 0.711, 1.333, 0.868, 1.458]","['A_3201', 'B_3801', 'B_4002', 'C_0102', 'C_0304', 'C_1203', 'C_1502', 'DPB1_0401', 'DPB1_0601']",2 +Other inflammatory spondylopathies,6,18,"[2.7e-15, 0.004909, 0.007617, 0.0345, 0.02457, 0.04053]","[3.606, 1.828, 1.724, 0.69, 2.022, 0.698]","['B_2705', 'C_0102', 'C_0202', 'DQB1_0201', 'DRB1_0103', 'DRB1_0301']",2 +Other intestinal obstruction,2,14,"[0.02318, 0.03777]","[1.284, 1.199]","['A_1101', 'DPB1_0401']",2 +Other mental disorder,4,18,"[0.004671, 0.02047, 0.01919, 0.02075]","[2.871, 1.649, 0.56, 1.647]","['B_4901', 'DQA1_0201', 'DQB1_0301', 'DRB1_0701']",2 +Other nonmalignant breast conditions,4,9,"[0.01587, 0.02337, 0.02117]","[1.617, 0.669, 0.809]","['A_3001', 'C_0102', 'DPB1_0201']",2 +Other pulmonary inflamation or edema,7,18,"[0.04255, 0.03253, 0.04048]","[1.266, 1.46, 1.369]","['A_0301', 'C_1203', 'DPB1_0101']",2 +Other signs and symptoms in breast,4,9,"[0.04379, 0.04677, 0.02303, 0.00217]","[2.209, 0.136, 0.198, 2.559]","['A_3001', 'B_1402', 'C_0802', 'DPB1_1001']",2 +Other specified disorders of plasma protein metabolism,5,11,"[0.007495, 0.03715, 0.03648]","[2.189, 2.637, 0.224]","['B_1801', 'DQB1_0502', 'DRB1_0404']",2 +Other specified erythematous conditions,3,18,"[0.01281, 0.01034, 0.0007621, 0.002018]","[0.474, 2.29, 2.539, 1.984]","['A_0301', 'A_3101', 'C_0202', 'DPB1_0301']",2 +Other specified gastritis,5,14,"[0.01798, 0.01741, 0.03602, 0.01599, 0.03577, 0.002768, 0.0112, 0.01276]","[0.591, 0.398, 2.066, 1.658, 0.652, 0.591, 0.574, 0.58]","['B_0801', 'B_3501', 'B_3701', 'C_0303', 'DPA1_0201', 'DQA1_0501', 'DQB1_0201', 'DRB1_0301']",2 +Ovarian cyst,4,9,"[0.01841, 0.01672, 0.001218, 0.03005, 0.00393]","[1.989, 1.589, 2.122, 0.728, 1.884]","['A_3001', 'A_6801', 'C_0704', 'DPB1_0201', 'DRB1_1104']",2 +Painful respiration,2,16,"[0.03744, 0.002488, 0.0411, 0.03008]","[1.591, 1.716, 0.129, 1.824]","['A_2501', 'A_6801', 'C_1402', 'DRB1_0407']",2 +Paralytic strabismus,2,16,[0.003298],[3.516],['DRB1_0407'],2 +Parkinson's disease,4,14,"[0.02629, 0.01605, 0.02706, 0.009962, 0.01145]","[0.632, 0.644, 2.014, 0.614, 0.439]","['C_0304', 'DPB1_0301', 'DPB1_1701', 'DQB1_0302', 'DRB1_0404']",2 +Perforation of tympanic membrane,4,8,"[0.02235, 0.04462, 0.03041, 0.02925, 0.01268, 0.005302]","[1.547, 0.239, 2.491, 1.774, 1.926, 1.715]","['A_0301', 'A_6801', 'B_4002', 'B_5101', 'C_0202', 'DPB1_0201']",2 +Peripheral vascular disease,4,10,"[0.04977, 0.005101, 0.04453, 0.00685, 0.0368, 0.02742, 0.04441]","[0.84, 1.376, 1.154, 1.195, 1.156, 1.236, 1.151]","['A_2402', 'A_6801', 'B_0801', 'C_0701', 'DQB1_0201', 'DQB1_0303', 'DRB1_0301']",2 +Peritoneal or intestinal adhesions,4,9,[0.03834],[2.406],['A_3001'],2 +Phlebitis and thrombophlebitis of lower extremities,7,18,"[0.03911, 0.034, 0.03166, 0.02666, 0.02474, 0.02811]","[0.676, 1.549, 1.552, 1.688, 1.927, 1.47]","['A_0101', 'A_1101', 'B_1501', 'C_1203', 'DPB1_0601', 'DQB1_0302']",2 +Pleurisy; pleural effusion,5,17,"[0.00922, 0.03743, 0.003725, 0.03702, 0.04913, 0.04389, 0.03446, 0.01783]","[1.162, 0.812, 1.245, 0.758, 0.883, 0.879, 1.283, 1.176]","['A_1101', 'A_2601', 'A_6801', 'B_3503', 'DQA1_0103', 'DQB1_0603', 'DRB1_0407', 'DRB1_1302']",2 +Poisoning by hormones and synthetic substitutes,3,16,"[0.02679, 0.0198, 0.01069, 0.03367, 0.03541, 0.01844, 0.02009, 0.04946, 0.01019]","[1.704, 1.458, 1.532, 1.581, 0.616, 1.987, 1.969, 1.419, 1.773]","['B_1801', 'DPA1_0103', 'DPA1_0201', 'DPB1_0101', 'DPB1_0301', 'DPB1_0601', 'DPB1_1101', 'DQB1_0302', 'DRB1_0404']",2 +Polyp of corpus uteri,3,14,"[0.02836, 0.01878, 0.04885, 0.04312]","[2.384, 2.54, 1.602, 2.228]","['A_2301', 'B_4901', 'C_0401', 'DPB1_1001']",2 +Polyp of female genital organs,4,12,"[0.02062, 0.01501, 0.02751, 0.01117, 0.02961]","[1.744, 2.339, 0.59, 1.768, 1.67]","['B_4403', 'B_4901', 'DQB1_0602', 'DQB1_0603', 'DRB1_1301']",2 +Postmenopausal bleeding,4,14,"[0.01762, 0.01713, 0.0441, 0.01787, 0.009829, 0.006068, 0.01908]","[2.066, 0.398, 0.635, 2.063, 0.699, 0.639, 0.692]","['A_3001', 'A_6801', 'C_0303', 'DPB1_1701', 'DQA1_0102', 'DQB1_0602', 'DRB1_1501']",2 +Prolapse of vaginal vault after hysterectomy,3,12,"[0.0131, 0.02412, 0.02511]","[2.416, 0.566, 0.575]","['A_2301', 'DQB1_0602', 'DRB1_1501']",2 +Proliferative glomerulonephritis,2,14,"[0.02743, 0.04894]","[1.796, 0.365]","['DPB1_0401', 'DQA1_0103']",2 +Prurigo and Lichen,0,13,"[0.02544, 0.03858, 0.02803, 0.01276, 0.01004, 0.01516, 0.01831, 0.03548, 0.01278]","[1.713, 0.46, 2.407, 1.829, 0.483, 2.383, 1.841, 0.454, 1.828]","['A_0201', 'DPB1_0301', 'DPB1_0501', 'DQA1_0201', 'DQA1_0301', 'DQA1_0401', 'DQB1_0202', 'DRB1_0401', 'DRB1_0701']",2 +Pruritus and related conditions,0,14,"[0.02732, 0.02327]","[1.641, 0.318]","['A_2601', 'B_5501']",2 +Pyogenic arthritis,7,12,"[0.005388, 0.02227, 0.01651, 0.01124, 0.006518, 0.04619, 0.04532, 0.04722, 0.02012]","[1.616, 0.608, 0.417, 1.826, 2.713, 1.728, 2.001, 0.645, 1.756]","['A_0201', 'A_0301', 'A_1101', 'B_5101', 'C_1402', 'DPA1_0202', 'DPB1_1301', 'DQB1_0201', 'DRB1_1302']",2 +Reflux esophagitis,2,16,"[0.04948, 0.04983, 0.03295, 0.009134, 0.004414, 0.04915]","[0.139, 0.318, 0.118, 2.473, 2.69, 0.139]","['B_1302', 'DQA1_0401', 'DQB1_0402', 'DRB1_0103', 'DRB1_0407', 'DRB1_0801']",2 +Renal dialysis,4,10,"[0.0308, 0.0287, 0.003777, 0.002247, 0.04074, 0.002176]","[1.213, 0.655, 1.703, 1.326, 1.222, 1.328]","['C_0701', 'C_1203', 'DPB1_1001', 'DQB1_0201', 'DQB1_0302', 'DRB1_0301']",2 +"Renal sclerosis, NOS",1,13,"[0.01848, 0.000759, 0.02058, 0.01653]","[2.235, 4.244, 1.78, 3.056]","['A_3201', 'B_1401', 'DQB1_0302', 'DRB1_0103']",2 +Respiratory arrest,1,15,"[0.02466, 0.0177, 0.008709, 0.0434, 0.01651, 0.02587, 0.02731]","[2.696, 3.492, 2.508, 3.367, 3.141, 0.31, 0.314]","['A_3101', 'B_3701', 'B_4001', 'C_1402', 'C_1502', 'DQB1_0201', 'DRB1_0301']",2 +Retinal vascular changes and abnomalities,1,9,"[0.04859, 0.0168, 0.04276, 0.03594, 0.03859, 0.009619]","[0.541, 1.499, 0.718, 1.553, 0.665, 2.262]","['B_4403', 'C_0602', 'DQB1_0301', 'DQB1_0303', 'DQB1_0501', 'DRB1_0901']",2 +"Rupture of tendon, nontraumatic",6,18,"[0.03549, 0.01744, 0.01325, 0.02687]","[0.535, 1.488, 0.516, 1.535]","['A_2902', 'B_4001', 'B_4403', 'C_0202']",2 +Scleritis and episcleritis,2,14,"[0.0214, 0.01635]","[2.091, 0.327]","['DPB1_0401', 'DPB1_0402']",2 +Second degree AV block,3,14,"[0.04285, 0.03268, 0.0006551, 0.03357, 0.048, 0.001418]","[0.453, 1.926, 3.127, 1.752, 0.568, 2.778]","['A_1101', 'A_3101', 'B_4901', 'B_5101', 'C_0501', 'DPB1_1001']",2 +Secondary malignancy of bone,2,15,"[0.03529, 0.0001506, 0.008101, 0.03992, 0.009474, 0.008923, 0.04768, 0.04857, 0.01224, 0.02364, 0.01885, 0.03112]","[0.722, 1.945, 0.659, 0.546, 0.698, 1.381, 1.194, 0.737, 1.2, 0.846, 1.215, 1.275]","['A_2902', 'A_3001', 'B_1801', 'B_3503', 'B_4403', 'B_5701', 'C_0602', 'C_1601', 'DQA1_0301', 'DQA1_0501', 'DRB1_0401', 'DRB1_0404']",2 +Secondary malignant neoplasm of digestive systems,1,8,"[3.718e-05, 0.02106, 0.04106, 0.03967, 0.02475, 0.009956, 0.03445, 0.01744, 0.00547, 0.03265, 0.004946]","[2.008, 1.407, 0.792, 0.809, 0.799, 0.755, 0.775, 1.278, 0.729, 1.692, 0.725]","['A_2501', 'A_2902', 'B_0801', 'C_0701', 'DPA1_0103', 'DPA1_0201', 'DPB1_0301', 'DPB1_0402', 'DQB1_0201', 'DQB1_0502', 'DRB1_0301']",2 +Septic shock,6,12,[0.02326],[0.775],['C_0702'],2 +Septicemia,6,12,[0.01156],[1.363],['B_3701'],2 +Sexual and gender identity disorders,3,15,"[0.0461, 0.01574]","[2.851, 2.048]","['B_3503', 'C_0401']",2 +Simple and unspecified goiter,0,12,"[0.003079, 0.01663, 0.02367, 0.0034, 0.02582, 0.03278]","[1.891, 1.845, 1.981, 1.68, 1.43, 0.515]","['A_6801', 'B_1302', 'B_3503', 'B_4001', 'DQB1_0202', 'DQB1_0303']",2 +Sinoatrial node dysfunction (Bradycardia),8,18,"[0.04673, 0.002777, 0.01391, 0.04022, 0.04117]","[1.503, 1.484, 0.787, 1.176, 1.519]","['A_3001', 'A_3201', 'C_0501', 'DPA1_0201', 'DPB1_1701']",2 +Sleep related movement disorders,4,10,"[0.04674, 9.166e-05, 0.02215, 0.02349, 0.04312, 0.0421, 0.03753, 0.005775, 0.03659, 0.00481, 0.004674]","[1.299, 0.601, 1.987, 1.371, 0.681, 0.692, 1.317, 1.455, 1.33, 1.467, 0.599]","['A_0101', 'A_0201', 'A_3001', 'B_0801', 'C_0401', 'C_0501', 'C_0701', 'DQB1_0201', 'DQB1_0602', 'DRB1_0301', 'DRB1_0401']",2 +Specific nonpsychotic mental disorders due to brain damage,1,16,"[0.02705, 0.0002138, 0.03268, 0.01131]","[1.934, 5.086, 1.979, 2.109]","['B_0702', 'B_3701', 'C_0602', 'C_0702']",2 +Spinocerebellar disease,3,17,"[0.02474, 0.04072, 0.04614]","[2.899, 1.807, 0.304]","['B_5501', 'DQA1_0102', 'DQB1_0202']",2 +Staphylococcus infections,6,12,"[0.008341, 0.03998]","[1.503, 0.842]","['B_3701', 'DQB1_0202']",2 +Streptococcus infection,6,12,"[0.009924, 0.01202]","[1.497, 1.725]","['A_3101', 'DRB1_0103']",2 +Subarachnoid hemorrhage,0,9,"[0.0006592, 0.04026, 0.02994, 0.0391, 0.01123, 0.003168, 0.04707, 0.004747, 0.02885, 0.0192]","[3.548, 2.138, 1.956, 1.606, 1.733, 0.49, 0.515, 0.372, 2.525, 2.295]","['A_3001', 'B_5501', 'C_0102', 'C_0401', 'DPB1_0301', 'DQA1_0301', 'DQB1_0202', 'DQB1_0302', 'DRB1_0103', 'DRB1_1104']",2 +Subjective visual disturbances,4,15,[0.02059],[2.071],['DPB1_1301'],2 +Symptomatic artificial menopause,5,11,"[0.03352, 0.03283]","[1.711, 2.206]","['C_0102', 'DQB1_0502']",2 +Symptoms and disorders of the joints,6,18,"[0.01823, 0.04378, 0.0292, 0.04435, 0.02392, 0.0023, 0.00647]","[1.464, 0.796, 1.323, 0.862, 1.472, 1.497, 0.488]","['B_3503', 'B_4403', 'DQB1_0402', 'DQB1_0602', 'DRB1_0103', 'DRB1_0801', 'DRB1_0901']",2 +Symptoms involving digestive system,5,11,"[0.01922, 0.005392, 0.04223, 0.01523, 0.04866]","[0.679, 1.96, 0.713, 2.139, 0.72]","['A_0301', 'A_2501', 'DQB1_0201', 'DQB1_0502', 'DRB1_0301']",2 +Systemic sclerosis,0,15,"[0.02671, 0.001389, 0.008867, 0.03184, 0.008853, 0.04071, 6.604e-05]","[1.643, 2.39, 0.598, 0.62, 0.597, 1.958, 2.674]","['B_1801', 'DPB1_1301', 'DQA1_0201', 'DQB1_0202', 'DRB1_0701', 'DRB1_0901', 'DRB1_1104']",2 +Transient alteration of awareness,4,14,"[0.01536, 0.03823]","[2.79, 2.403]","['C_1402', 'DPB1_1701']",2 +Transient cerebral ischemia,2,9,"[0.00141, 0.03749, 0.01549]","[1.791, 1.384, 1.438]","['B_4002', 'C_0704', 'DPB1_1001']",2 +Tuberculosis,5,12,"[0.01279, 0.000582, 0.01521, 0.0418, 0.02252, 0.02092, 0.01522]","[2.178, 3.477, 2.734, 3.403, 2.04, 2.058, 2.155]","['B_0801', 'B_2705', 'C_0102', 'DPB1_1701', 'DQB1_0201', 'DRB1_0301', 'DRB1_0401']",2 +Unspecified erythematous condition,2,13,"[0.02335, 0.03832, 0.019, 0.03342, 0.04598]","[0.532, 1.995, 2.694, 1.88, 2.323]","['B_0801', 'B_1402', 'B_3901', 'C_0802', 'DPB1_1701']",2 +Urinary calculus,2,14,"[0.04862, 0.02976, 0.03588]","[0.622, 0.719, 1.163]","['B_3701', 'C_0102', 'DPB1_0401']",2 +Urinary complications NEC,3,12,"[0.01644, 0.04366, 0.01046, 0.006479]","[2.594, 1.609, 1.766, 3.194]","['A_2301', 'DPB1_0201', 'DQB1_0301', 'DRB1_0103']",2 +Urinary obstruction,2,16,"[0.03851, 0.02283, 0.03365]","[0.423, 2.119, 1.791]","['A_3201', 'DRB1_0407', 'DRB1_1104']",2 +Urinary tract infection,4,9,"[0.04805, 0.03837]","[1.146, 1.119]","['A_6801', 'DPB1_0101']",2 +Urticaria,0,15,"[0.0168, 0.001445, 0.008989, 0.01275, 0.02981, 0.0007585]","[0.703, 2.377, 0.594, 2.059, 0.475, 2.66]","['A_0201', 'A_2301', 'DPB1_0201', 'DPB1_1301', 'DRB1_0404', 'DRB1_0901']",2 +Uterine/Uterovaginal prolapse,0,18,"[0.04354, 0.03434, 0.0239, 0.01303, 0.032, 0.004472]","[0.607, 0.599, 1.851, 1.589, 0.551, 2.893]","['B_0702', 'C_0702', 'C_1601', 'DQA1_0501', 'DQB1_0302', 'DRB1_0407']",2 +"Uveitis, noninfectious or NOS",6,16,"[0.02093, 6.009e-06, 0.006131, 0.04279, 0.004172, 0.04177, 0.0132, 0.03458]","[1.552, 2.587, 1.962, 1.386, 2.023, 0.72, 2.059, 1.813]","['A_2402', 'B_2705', 'C_0102', 'DPA1_0103', 'DPA1_0202', 'DPB1_0401', 'DPB1_0501', 'DQB1_0402']",2 +Varicose veins of lower extremity,4,14,"[0.01116, 0.02692, 0.04621, 0.02581, 0.0383, 0.02968]","[1.742, 2.007, 0.75, 1.487, 1.586, 1.405]","['C_0102', 'DPB1_1701', 'DQA1_0301', 'DQB1_0603', 'DQB1_0604', 'DRB1_0101']",2 +Vascular dementia,0,14,"[0.01997, 0.002278, 0.04909]","[0.532, 2.752, 2.033]","['A_0101', 'A_2601', 'DQB1_0503']",2 +Ventral hernia,3,15,"[0.01483, 0.01088, 0.01516, 0.04909]","[1.502, 1.985, 1.412, 1.799]","['B_3501', 'B_3503', 'C_0401', 'DPB1_1701']",2 +Viral Enteritis,4,13,"[0.01038, 0.01148, 0.01328, 0.01965, 0.02922, 0.008945, 0.04284, 0.0365, 0.03497, 0.01422, 0.03607]","[2.039, 1.805, 0.235, 1.651, 0.211, 0.616, 2.11, 0.592, 1.474, 0.46, 0.591]","['A_6801', 'B_4001', 'B_4403', 'C_0304', 'C_1601', 'DPB1_0401', 'DPB1_1301', 'DQA1_0201', 'DQA1_0501', 'DQB1_0202', 'DRB1_0701']",2 +Viral pneumonia,7,15,"[0.02065, 0.04383, 0.02647, 0.01711, 0.04544, 0.03242]","[1.962, 2.388, 1.831, 0.329, 1.754, 2.1]","['A_2402', 'B_1302', 'DPB1_0301', 'DPB1_0402', 'DRB1_0101', 'DRB1_1302']",2 +Viral warts & HPV,6,12,"[0.01152, 0.04008, 0.03444, 0.006956, 0.02355, 0.04876, 0.03974, 0.006089, 0.04978, 0.009762]","[0.574, 0.688, 1.378, 0.538, 1.533, 1.206, 0.788, 1.893, 0.797, 1.297]","['A_2902', 'B_4403', 'C_0202', 'C_1601', 'DPB1_0601', 'DQA1_0102', 'DQA1_0201', 'DRB1_0407', 'DRB1_0701', 'DRB1_1501']",2 +Vitamin D deficiency,3,17,"[0.04845, 0.01151, 0.03115, 0.0169, 0.03163, 0.04763]","[0.899, 0.64, 1.305, 1.214, 0.885, 0.882]","['A_0201', 'A_2301', 'B_5501', 'DPB1_0101', 'DQA1_0102', 'DQB1_0602']",2 +Wegener's granulomatosis,2,14,"[0.03662, 0.001587, 0.02192, 0.01496, 0.04393, 0.04152]","[1.581, 0.465, 0.561, 1.753, 1.498, 0.303]","['C_0602', 'DPA1_0103', 'DPA1_0201', 'DPB1_0401', 'DQB1_0602', 'DRB1_1302']",2 diff --git a/outputs/clusters/phenotype_cluster_3.csv b/outputs/clusters/phenotype_cluster_3.csv index dc94ee4..4d2ebf7 100644 --- a/outputs/clusters/phenotype_cluster_3.csv +++ b/outputs/clusters/phenotype_cluster_3.csv @@ -1,265 +1,237 @@ phewas_string,x,y,p_values,odds_ratios,snps,cluster -Abdominal aortic aneurysm,9,10,"[0.01186, 0.03628, 0.005378, 0.04253, 0.001109, 0.01986, 0.04649, 0.004331, 0.03399, 0.02409, 0.03598]","[0.35, 1.783, 0.572, 1.72, 0.568, 1.355, 0.79, 0.685, 0.653, 0.495, 0.504]","['A_2501', 'B_3503', 'B_4001', 'B_4901', 'C_0304', 'C_0602', 'DPA1_0103', 'DPA1_0201', 'DPB1_0101', 'DQA1_0401', 'DQB1_0402']",3 -Abnormal Papanicolaou smear of cervix and cervical HPV,10,12,"[0.02709, 0.04436, 0.03125, 0.02388, 0.03885, 0.008602, 0.0318, 0.009619]","[1.293, 0.724, 0.772, 1.232, 0.725, 1.408, 0.378, 1.289]","['A_2402', 'DPB1_0101', 'DPB1_0402', 'DQA1_0102', 'DQA1_0103', 'DRB1_1101', 'DRB1_1201', 'DRB1_1501']",3 -Abnormal coagulation profile,6,12,"[0.02515, 0.02392, 0.0267, 0.04502, 0.02709]","[0.727, 0.725, 1.403, 0.712, 1.503]","['A_0301', 'B_0702', 'B_1501', 'C_0401', 'C_1601']",3 -Abnormal posture,6,11,"[0.02211, 0.02204, 0.02314, 0.02969, 0.02674, 0.00682, 0.01774, 0.03581]","[1.604, 1.896, 2.446, 2.349, 1.548, 0.48, 2.022, 0.633]","['B_0801', 'B_1801', 'B_3503', 'B_3701', 'C_0701', 'DPA1_0201', 'DPA1_0202', 'DQA1_0301']",3 -Abnormal results of function study of liver,7,11,"[0.04776, 0.01459, 0.02975, 0.03121, 0.01923, 0.002051, 0.0009635, 0.04289, 0.01986]","[1.302, 1.224, 0.807, 1.181, 1.204, 0.793, 1.614, 0.855, 1.437]","['A_6801', 'B_0801', 'B_4402', 'C_0701', 'DPA1_0201', 'DPB1_0401', 'DPB1_1101', 'DQA1_0301', 'DRB1_0801']",3 -Abnormality of red blood cells,6,12,"[0.03123, 0.01686]","[0.416, 3.494]","['C_0702', 'DRB1_0103']",3 -Acquired deformities of finger,10,11,[0.01031],[2.057],['A_0101'],3 -Acquired foot deformities,9,11,"[0.008508, 0.03274, 0.04171, 0.00323, 0.0006564, 0.01174]","[0.705, 0.807, 0.841, 1.241, 1.324, 1.608]","['B_3501', 'C_0401', 'DQA1_0101', 'DQA1_0301', 'DQB1_0302', 'DRB1_1201']",3 -Acquired hypothyroidism,11,11,"[0.0465, 0.04175, 0.03426, 0.0007357, 0.03094, 0.01196, 0.03529, 0.01536]","[1.79, 0.497, 0.62, 2.453, 1.802, 1.987, 0.344, 0.332]","['A_2601', 'B_3501', 'DPB1_0402', 'DPB1_0601', 'DQA1_0401', 'DQB1_0402', 'DQB1_0604', 'DRB1_1302']",3 -Acute and subacute necrosis of liver,12,9,"[0.03616, 0.008744, 0.04784, 0.02006, 0.002558, 0.005829, 0.0002533, 0.04408, 0.0005113, 0.03146]","[0.632, 1.799, 1.541, 1.671, 2.192, 1.81, 2.21, 0.555, 2.13, 0.534]","['A_0201', 'B_0801', 'C_0701', 'DPA1_0201', 'DPB1_0101', 'DQA1_0501', 'DQB1_0201', 'DQB1_0602', 'DRB1_0301', 'DRB1_1501']",3 -Acute appendicitis,8,11,"[0.0118, 0.02559, 0.0214, 0.007306, 0.03496]","[0.349, 1.507, 2.227, 1.603, 0.65]","['B_4001', 'DPA1_0201', 'DPB1_1301', 'DQA1_0102', 'DQB1_0301']",3 -Acute osteomyelitis,9,11,"[0.009903, 0.03585, 0.03984, 0.04345]","[1.593, 0.485, 1.462, 0.479]","['DQB1_0302', 'DQB1_0603', 'DRB1_0401', 'DRB1_1301']",3 -Acute posthemorrhagic anemia,6,12,"[0.01728, 0.0004477, 0.02571, 0.00197]","[1.139, 1.391, 0.649, 1.307]","['DQB1_0301', 'DQB1_0604', 'DRB1_0901', 'DRB1_1302']",3 -Adrenal hypofunction,10,10,"[0.03241, 0.04474, 0.01937, 0.01639, 0.04291, 0.007571, 0.005592, 0.03605, 0.02933]","[1.58, 1.683, 1.909, 0.248, 1.299, 1.382, 0.51, 1.294, 1.426]","['B_1302', 'B_3503', 'C_1402', 'DPB1_1301', 'DQB1_0202', 'DQB1_0302', 'DQB1_0303', 'DRB1_0401', 'DRB1_0404']",3 -Adverse drug events and drug allergies,9,12,"[0.007866, 0.01519, 0.005636, 0.0422, 0.01031, 0.02445, 0.03448]","[1.595, 1.338, 0.716, 1.408, 0.789, 0.641, 1.167]","['A_3001', 'A_3201', 'B_3501', 'B_4901', 'C_0401', 'DPB1_0501', 'DRB1_1501']",3 -Allergic reaction to food,11,11,"[0.0139, 0.01582, 0.04917, 0.04063, 0.03077]","[2.655, 0.606, 1.833, 0.584, 2.061]","['C_1402', 'DQA1_0301', 'DQA1_0401', 'DQB1_0302', 'DRB1_0801']",3 -"Allergies, other",8,12,"[0.02605, 0.01736]","[0.523, 0.45]","['DQA1_0101', 'DQB1_0501']",3 -Anaphylactic shock NOS,9,12,"[0.04603, 0.01229]","[0.653, 2.701]","['A_0201', 'B_3503']",3 -Anemia in neoplastic disease,6,12,"[0.006531, 0.02454, 0.02874]","[0.536, 0.712, 0.538]","['A_2301', 'DPA1_0202', 'DQB1_0502']",3 -Anemia of chronic disease,6,12,"[0.02576, 0.01052, 0.04607, 0.01065, 0.01718, 0.04896]","[0.744, 0.75, 1.137, 0.84, 0.763, 0.766]","['A_2601', 'A_3201', 'C_0304', 'C_0401', 'DPA1_0202', 'DPB1_0501']",3 -Ankylosing spondylitis,11,7,"[0.04905, 1.606e-30, 1.416e-11, 1.137e-09, 0.005115, 0.002388, 0.04661, 0.04769, 0.02144, 0.02721, 0.03054, 0.02475, 0.0007635, 0.02589, 0.02895, 0.02305, 0.02114]","[0.426, 34.7, 7.062, 5.821, 0.298, 4.196, 1.739, 0.135, 1.862, 0.384, 1.796, 1.893, 2.581, 3.201, 0.388, 1.931, 2.245]","['B_0801', 'B_2705', 'C_0102', 'C_0202', 'C_0701', 'DPB1_1401', 'DQA1_0101', 'DQA1_0103', 'DQA1_0301', 'DQB1_0201', 'DQB1_0301', 'DQB1_0501', 'DRB1_0101', 'DRB1_0103', 'DRB1_0301', 'DRB1_0401', 'DRB1_0404']",3 -"Anomalies of respiratory system, congenital",10,8,"[0.04074, 0.02086, 0.02474, 0.04771]","[2.423, 1.614, 1.619, 1.561]","['B_3503', 'DQA1_0101', 'DQB1_0501', 'DRB1_0101']",3 -Antineoplastic and immunosuppressive drugs causing adverse effects,7,12,"[0.02396, 0.03067, 0.04649, 0.03375]","[1.334, 0.543, 0.698, 1.195]","['A_2902', 'C_0704', 'DPA1_0202', 'DQB1_0602']",3 -Aphakia and other disorders of lens,7,12,[0.02671],[0.484],['DPA1_0201'],3 -Appendiceal conditions,8,11,"[0.02678, 0.03518, 0.004787, 0.04954, 0.03754, 0.02604]","[1.861, 1.39, 1.519, 1.368, 1.428, 1.419]","['A_2501', 'DPA1_0201', 'DQA1_0102', 'DQB1_0602', 'DRB1_0101', 'DRB1_1501']",3 -Arthropathy associated with infections,10,10,"[0.005778, 0.01935, 0.04321, 0.03561, 0.02907, 0.02335, 0.02611, 0.01261, 0.03952, 0.02126]","[1.488, 0.658, 0.481, 1.559, 2.119, 1.381, 0.669, 1.481, 0.231, 0.662]","['A_0201', 'A_0301', 'B_1801', 'B_5101', 'C_1402', 'DQA1_0301', 'DQB1_0602', 'DRB1_0401', 'DRB1_1104', 'DRB1_1501']",3 -Aspergillosis,10,7,"[0.01515, 0.02458, 0.01262, 0.002795]","[3.547, 1.858, 2.015, 4.09]","['C_1402', 'DQA1_0101', 'DQB1_0501', 'DRB1_0103']",3 -Asthma,8,10,"[0.04373, 0.0008176, 0.04227, 0.03326, 0.04997, 0.0257, 0.0199]","[0.682, 1.62, 1.113, 1.126, 0.881, 1.379, 1.376]","['B_3801', 'C_1402', 'DPA1_0103', 'DPA1_0201', 'DPB1_0301', 'DPB1_1401', 'DRB1_0901']",3 -Atherosclerosis,10,11,"[0.03067, 0.02084, 0.02307, 0.0251, 0.04784, 0.01757, 0.01932, 0.03602, 0.03082]","[1.151, 1.219, 0.817, 1.298, 1.151, 1.552, 1.166, 0.86, 0.858]","['A_0101', 'A_1101', 'A_2402', 'A_6801', 'B_0801', 'B_1401', 'C_0701', 'DQB1_0602', 'DRB1_1501']",3 -Atherosclerosis of native arteries of the extremities with intermittent claudication,10,11,"[0.01004, 0.004679, 0.04349, 0.02776, 0.02795, 0.02757]","[1.334, 0.608, 1.277, 1.611, 0.73, 1.311]","['A_0101', 'A_2402', 'B_0801', 'B_1302', 'DPB1_0402', 'DRB1_0401']",3 -Atherosclerosis of the extremities,10,11,"[0.0003812, 0.01557, 0.006504, 0.02042, 0.003477, 0.03684, 0.008198, 0.04546, 0.01473, 0.04113, 0.002602, 0.03236]","[1.358, 0.738, 1.29, 0.703, 1.291, 0.832, 1.249, 1.204, 1.481, 0.817, 1.331, 1.452]","['A_0101', 'A_2402', 'B_0801', 'B_3501', 'C_0701', 'DQA1_0102', 'DQA1_0301', 'DQB1_0201', 'DQB1_0402', 'DQB1_0602', 'DRB1_0401', 'DRB1_0801']",3 -Autoimmune hemolytic anemias,11,9,"[0.01992, 0.02411, 0.02475, 0.02042, 0.03723]","[1.83, 1.757, 1.745, 1.815, 1.717]","['B_0801', 'C_0701', 'DQA1_0501', 'DQB1_0201', 'DRB1_0301']",3 -Barrett's esophagus,6,11,"[0.01852, 0.03846, 0.02448, 0.04261, 0.02548, 0.01876]","[1.632, 1.892, 2.316, 2.363, 1.895, 0.541]","['A_2402', 'B_1402', 'B_3503', 'B_3901', 'DPA1_0202', 'DPB1_0402']",3 -Benign neoplasm of bone and articular cartilage,7,11,"[0.03244, 0.003393, 0.007894, 0.02291]","[1.901, 0.455, 0.451, 0.263]","['C_0202', 'DPA1_0103', 'DPA1_0201', 'DPB1_0101']",3 -Benign neoplasm of pituitary gland and craniopharyngeal duct (pouch),7,11,"[0.03697, 0.0325, 0.03283]","[1.611, 0.604, 0.409]","['B_1501', 'DPA1_0201', 'DPB1_0101']",3 -Breast cancer,10,12,"[0.01574, 0.0352, 0.0007168, 0.00203, 0.02748, 0.03551]","[1.193, 0.757, 0.816, 0.804, 0.627, 0.725]","['A_2402', 'DQA1_0401', 'DQB1_0301', 'DRB1_0401', 'DRB1_0407', 'DRB1_0801']",3 -Breast cancer [female],10,12,"[0.01851, 0.003467, 0.001213, 0.02, 0.04724, 0.006797, 0.04774, 0.02539, 0.005426]","[1.195, 0.656, 0.818, 0.712, 1.378, 0.821, 1.204, 0.611, 0.627]","['A_2402', 'DQA1_0401', 'DQB1_0301', 'DQB1_0402', 'DRB1_0103', 'DRB1_0401', 'DRB1_0404', 'DRB1_0407', 'DRB1_0801']",3 -Bursitis,9,11,"[0.03976, 0.03993, 0.0369, 0.02924]","[0.476, 1.411, 0.227, 0.332]","['A_6801', 'B_1501', 'C_0704', 'DPB1_1101']",3 -Calculus of bile duct,10,12,"[0.01296, 0.001965, 0.04963, 0.03478, 0.03237]","[1.607, 2.662, 0.369, 1.486, 1.909]","['A_2402', 'B_3503', 'C_0102', 'C_0401', 'DRB1_0801']",3 -Cancer of brain,11,10,"[0.0307, 0.03567, 0.01551, 0.04613, 0.01035, 0.0188, 0.03926, 0.01815, 0.02428]","[0.809, 1.224, 1.6, 1.588, 1.506, 0.778, 1.316, 1.49, 0.786]","['A_0101', 'DPB1_0401', 'DPB1_1001', 'DPB1_1401', 'DQA1_0401', 'DQB1_0201', 'DQB1_0303', 'DQB1_0402', 'DRB1_0301']",3 -Cancer of brain and nervous system,11,10,"[0.01475, 0.01626, 0.01695, 0.002551, 0.03292, 0.0061, 0.04315, 0.003684, 0.008245, 0.03595, 0.01624]","[0.795, 0.777, 1.566, 1.574, 0.833, 0.753, 1.296, 1.582, 0.761, 0.421, 1.515]","['A_0101', 'B_0801', 'DPB1_1001', 'DQA1_0401', 'DQA1_0501', 'DQB1_0201', 'DQB1_0303', 'DQB1_0402', 'DRB1_0301', 'DRB1_0407', 'DRB1_0801']",3 -Cancer of bronchus; lung,9,9,"[0.0295, 0.04488, 0.01564, 0.02344, 0.02442]","[0.798, 0.767, 0.819, 0.799, 0.836]","['B_3501', 'C_0102', 'C_0401', 'DQB1_0603', 'DRB1_0101']",3 -Cancer of kidney and renal pelvis,11,10,"[0.03598, 0.009258, 0.03718, 0.02009, 0.04267, 0.009192, 0.02163]","[0.809, 0.624, 1.482, 1.476, 1.435, 0.733, 1.533]","['A_0101', 'B_4403', 'DPB1_0501', 'DQA1_0401', 'DQB1_0402', 'DRB1_0401', 'DRB1_0801']",3 -Cancer of urinary organs (incl. kidney and bladder),11,10,"[0.02825, 0.03127, 0.04382, 0.00717, 0.01378, 0.03579, 0.00256, 0.02307]","[0.849, 1.372, 0.8, 1.411, 1.396, 0.791, 0.767, 1.392]","['A_0101', 'DPB1_0501', 'DQA1_0103', 'DQA1_0401', 'DQB1_0402', 'DQB1_0603', 'DRB1_0401', 'DRB1_0801']",3 -Cancer within the respiratory system,9,9,"[0.03206, 0.03383, 0.02067, 0.03371, 0.01942, 0.01338]","[0.802, 0.755, 0.828, 0.856, 0.794, 0.821]","['B_3501', 'C_0102', 'C_0401', 'DQB1_0501', 'DQB1_0603', 'DRB1_0101']",3 -Celiac disease,12,9,"[0.001747, 1.146e-05, 0.0003166, 0.0006451, 0.03031, 0.03191, 2.164e-07, 2.934e-11, 0.04138, 0.03116, 2.333e-11, 0.009082]","[2.049, 2.74, 2.281, 2.479, 0.557, 0.566, 3.784, 4.811, 1.689, 0.545, 4.85, 0.355]","['A_0101', 'B_0801', 'C_0701', 'DPB1_0101', 'DQA1_0102', 'DQA1_0301', 'DQA1_0501', 'DQB1_0201', 'DQB1_0202', 'DQB1_0301', 'DRB1_0301', 'DRB1_0401']",3 -"Cellulitis and abscess of foot, toe",7,10,"[0.01536, 0.0002136, 0.02963, 0.02458, 0.01825, 0.01011, 0.02958, 0.04773, 0.01693, 0.026, 0.001632, 0.02554]","[0.63, 2.339, 1.701, 2.273, 1.588, 1.571, 1.409, 1.506, 1.465, 0.685, 1.663, 0.483]","['A_0301', 'A_3101', 'A_3201', 'B_1401', 'B_4001', 'C_0304', 'DPA1_0201', 'DPB1_0101', 'DQB1_0201', 'DQB1_0301', 'DQB1_0302', 'DRB1_1301']",3 -Cervical cancer and dysplasia,10,12,"[0.003751, 0.03491, 0.03659, 0.01699, 0.01218, 0.04149, 0.04746, 0.01003, 0.03805, 0.03072]","[1.467, 1.414, 0.782, 0.734, 0.597, 1.246, 0.769, 1.363, 1.723, 1.395]","['A_2402', 'B_5101', 'DPA1_0103', 'DPA1_0201', 'DPB1_0101', 'DQA1_0301', 'DQB1_0201', 'DQB1_0302', 'DRB1_0407', 'DRB1_1101']",3 -Cervicalgia,7,11,"[0.02396, 0.03249, 0.01473, 0.03767, 0.03226, 0.04068]","[0.881, 0.752, 0.787, 0.819, 1.121, 1.162]","['A_0301', 'A_2501', 'B_2705', 'C_0202', 'DPA1_0201', 'DPB1_0101']",3 -Cholecystitis without cholelithiasis,6,10,"[0.006855, 0.02154, 0.0427]","[2.247, 1.629, 1.537]","['C_1402', 'DPA1_0202', 'DQB1_0604']",3 -Cholelithiasis and cholecystitis,6,10,"[0.03575, 0.01629, 0.0418, 0.01302, 0.01871]","[0.722, 0.805, 1.287, 1.425, 1.325]","['A_6801', 'C_0501', 'DPA1_0202', 'DPB1_0501', 'DQB1_0604']",3 -Chondrocalcinosis,11,11,"[0.009886, 0.002167, 0.04439]","[2.895, 4.333, 2.604]","['DQA1_0401', 'DRB1_0103', 'DRB1_0801']",3 -Chronic dermatitis due to solar radiation,8,10,"[0.04826, 0.004516, 0.02263, 0.0007405, 0.0008823, 0.02472, 0.0009656]","[0.645, 0.501, 0.564, 1.411, 1.423, 1.561, 2.156]","['A_2902', 'B_2705', 'C_0102', 'DPA1_0103', 'DPA1_0201', 'DPB1_1101', 'DRB1_0407']",3 -Chronic hepatitis,12,10,"[0.0128, 0.03164, 0.0001459, 0.01218, 0.003885, 0.006327, 0.0366, 0.005037, 0.0303, 0.0006908, 0.01179, 0.008618]","[1.46, 1.508, 0.531, 1.812, 1.535, 0.601, 0.42, 1.518, 1.796, 0.215, 0.379, 0.62]","['B_0801', 'DPB1_0101', 'DQA1_0102', 'DQA1_0401', 'DQB1_0201', 'DQB1_0602', 'DQB1_0604', 'DRB1_0301', 'DRB1_0801', 'DRB1_1101', 'DRB1_1302', 'DRB1_1501']",3 -Chronic lymphocytic thyroiditis,10,11,"[0.03511, 0.01266, 0.04507]","[1.5, 1.652, 0.239]","['A_0101', 'B_0801', 'DQB1_0604']",3 -Chronic venous insufficiency [CVI],11,11,"[0.008353, 0.04963, 0.02252, 0.0255, 0.01834, 0.009819]","[2.045, 0.581, 1.591, 1.659, 1.727, 1.871]","['B_3701', 'B_5101', 'C_0802', 'DQA1_0401', 'DQB1_0402', 'DRB1_0801']",3 -Colon cancer,9,10,"[0.001017, 0.01091, 0.01307, 0.04428, 0.03796, 0.03744, 0.02706, 0.02669]","[1.608, 1.293, 0.775, 1.158, 1.242, 0.661, 0.628, 1.503]","['A_2501', 'C_0303', 'C_0304', 'DPA1_0103', 'DPB1_0101', 'DPB1_1101', 'DRB1_0801', 'DRB1_0901']",3 -Colorectal cancer,9,10,"[0.03563, 0.0004646, 0.01851, 0.01262, 0.002352, 0.03421, 0.01999, 0.01309, 0.04963, 0.02359]","[0.872, 1.603, 1.404, 1.266, 0.745, 1.289, 1.252, 0.626, 0.694, 1.477]","['A_0201', 'A_2501', 'B_5501', 'C_0303', 'C_0304', 'DPA1_0202', 'DPB1_0101', 'DPB1_1101', 'DRB1_0801', 'DRB1_0901']",3 -Complication of colostomy or enterostomy,9,12,"[0.0009366, 0.0143, 0.04599]","[0.388, 0.459, 2.32]","['A_0301', 'DRB1_0101', 'DRB1_0103']",3 -Complication of internal orthopedic device,9,12,"[0.04259, 0.001829, 0.02808, 0.02352, 0.04846, 0.04482]","[1.23, 2.197, 0.431, 1.267, 1.26, 0.642]","['A_0201', 'B_1401', 'B_5501', 'DQB1_0301', 'DRB1_0401', 'DRB1_1302']",3 -"Complication of nervous system device, implant, and graft",8,12,"[0.01214, 0.03951, 0.03526]","[1.475, 1.55, 1.742]","['B_0702', 'DQB1_0303', 'DQB1_0503']",3 -Complications of transplants and reattached limbs,9,12,"[0.02477, 0.02272, 0.02366, 0.04237, 0.04981, 0.02181, 0.005009, 0.0005974, 0.007527, 0.02999]","[0.681, 1.323, 0.444, 0.707, 1.212, 1.249, 1.344, 1.447, 1.327, 0.408]","['A_1101', 'A_2402', 'B_5501', 'DQA1_0103', 'DQA1_0301', 'DQA1_0501', 'DQB1_0201', 'DQB1_0302', 'DRB1_0301', 'DRB1_1401']",3 -Congenital anomalies of peripheral vascular system,12,9,"[0.045, 0.002088, 0.005613, 0.04716, 0.04072, 0.02888, 0.02737]","[1.602, 2.082, 1.904, 1.805, 1.608, 0.394, 0.437]","['A_0101', 'B_0801', 'C_0701', 'DPB1_0101', 'DQA1_0501', 'DQB1_0202', 'DRB1_0401']",3 -Congenital anomalies of skin,11,11,"[0.03814, 0.003211, 0.01054, 0.01329, 0.03767, 0.02605, 0.002712]","[2.607, 0.474, 2.283, 2.3, 2.619, 0.489, 2.744]","['C_1402', 'DQA1_0301', 'DQA1_0401', 'DQB1_0402', 'DQB1_0502', 'DRB1_0401', 'DRB1_0801']",3 -Crystal arthropathies,12,11,"[0.002467, 0.03209, 0.002782, 0.01046]","[3.245, 2.559, 4.161, 3.075]","['DQA1_0401', 'DQB1_0402', 'DRB1_0103', 'DRB1_0801']",3 -Cushing's syndrome,11,12,"[0.02935, 0.04616, 0.03742]","[2.447, 0.389, 2.489]","['C_0102', 'DPB1_0201', 'DQA1_0401']",3 -Decreased white blood cell count,6,12,"[0.03032, 0.0277]","[1.267, 0.854]","['A_3101', 'DPB1_0301']",3 -Deficiency anemias,6,12,[0.03188],[1.633],['A_1101'],3 -Delirium due to conditions classified elsewhere,7,12,"[0.04836, 0.02034]","[1.268, 1.908]","['DPA1_0103', 'DPB1_1401']",3 -Dental caries,10,12,"[0.003192, 0.04341, 0.03427, 0.01259, 0.007681, 0.003206, 0.02436, 0.009004, 0.04734, 0.02912]","[0.719, 1.265, 0.549, 0.647, 0.15, 1.568, 0.621, 1.312, 0.593, 0.512]","['A_0301', 'A_2402', 'A_2601', 'B_3501', 'B_3801', 'C_0102', 'C_1203', 'DPB1_0301', 'DQB1_0402', 'DRB1_0801']",3 -Dermatitis due to solar radiation,8,10,"[0.0159, 0.00352, 0.03498, 0.0009216, 0.0005979, 0.04862, 0.001536]","[0.587, 0.509, 0.613, 1.381, 1.416, 1.467, 2.05]","['A_2902', 'B_2705', 'C_0102', 'DPA1_0103', 'DPA1_0201', 'DPB1_1101', 'DRB1_0407']",3 -Dermatomyositis,11,9,"[0.01902, 0.004625, 2.719e-08, 0.01802, 0.0002193, 0.02819, 0.005649, 0.0182, 0.03123, 0.03507, 0.00274, 8.132e-07, 0.004513, 6.09e-07, 0.01811, 0.004913]","[1.553, 0.475, 2.802, 2.196, 1.981, 0.595, 1.711, 0.51, 2.047, 0.643, 1.74, 2.496, 0.465, 2.523, 2.529, 0.478]","['A_0101', 'B_0702', 'B_0801', 'B_5501', 'C_0701', 'C_0702', 'DPB1_0201', 'DPB1_0301', 'DPB1_0601', 'DQA1_0102', 'DQA1_0501', 'DQB1_0201', 'DQB1_0602', 'DRB1_0301', 'DRB1_1201', 'DRB1_1501']",3 -Dermatophytosis of nail,7,10,"[0.03877, 0.04155, 0.002399, 0.01479, 0.01194, 0.0008985, 0.003144, 0.01084]","[0.697, 1.551, 1.407, 1.226, 1.246, 1.462, 0.766, 0.759]","['A_2902', 'B_3801', 'B_4001', 'DPA1_0103', 'DPA1_0201', 'DPB1_0101', 'DQB1_0301', 'DRB1_0401']",3 -Dermatophytosis of the body,12,9,"[0.001276, 0.003793, 0.03273, 0.01536, 0.005507, 0.01803, 0.002821, 0.002425]","[2.022, 1.939, 0.404, 1.71, 2.132, 1.901, 1.96, 1.981]","['A_0101', 'B_0801', 'C_0304', 'C_0701', 'DPB1_0101', 'DPB1_0401', 'DQB1_0201', 'DRB1_0301']",3 -Diabetes mellitus,12,8,"[0.004092, 0.001971, 0.001789, 0.0008773, 0.03656, 0.04467, 0.01731, 0.002027, 0.04292, 0.002683, 0.005282, 0.0077, 0.03033, 0.03587, 0.005094, 0.004711, 0.01254, 5.555e-05, 0.0016, 1.7e-05, 0.01353, 7.952e-08, 7.085e-07, 1.71e-11, 4.989e-05, 0.0003364, 1.404e-07, 1.66e-06, 0.001495, 0.0405, 0.005955, 2.101e-05]","[0.789, 0.889, 0.776, 1.17, 0.806, 0.798, 1.157, 1.143, 1.089, 0.894, 0.826, 0.841, 0.768, 1.08, 1.153, 0.891, 0.807, 0.87, 0.847, 1.156, 1.086, 1.221, 0.839, 1.298, 0.856, 0.827, 1.217, 1.205, 0.684, 0.891, 0.86, 0.851]","['A_2601', 'B_0702', 'B_1402', 'B_1501', 'B_3701', 'B_3801', 'B_5701', 'C_0304', 'C_0602', 'C_0702', 'C_0802', 'C_1203', 'C_1402', 'DPA1_0201', 'DPB1_0101', 'DPB1_0402', 'DPB1_0501', 'DQA1_0102', 'DQA1_0103', 'DQA1_0301', 'DQA1_0501', 'DQB1_0201', 'DQB1_0301', 'DQB1_0302', 'DQB1_0602', 'DQB1_0603', 'DRB1_0301', 'DRB1_0401', 'DRB1_0407', 'DRB1_1101', 'DRB1_1301', 'DRB1_1501']",3 -Diabetes type 2 with peripheral circulatory disorders,8,11,"[0.04077, 0.04622, 0.04402, 0.04393, 0.01708, 0.0351, 0.02789]","[1.744, 1.332, 1.353, 0.733, 0.682, 1.718, 1.819]","['A_2501', 'DPA1_0103', 'DPA1_0201', 'DQA1_0301', 'DQB1_0301', 'DQB1_0503', 'DRB1_0801']",3 -Diabetic retinopathy,12,8,"[0.0423, 0.02924, 0.01878, 3.191e-05, 0.04102, 1.248e-05, 0.02414, 0.01666, 0.003789, 0.001372, 0.0135, 0.03925, 0.04828, 0.01593, 0.01046, 6.044e-05, 0.04906, 1.713e-05, 0.001179, 2.801e-11, 8.342e-05, 1.905e-09, 3.108e-06, 0.03569, 1.347e-11, 4.102e-05, 0.04889, 9.824e-07]","[1.244, 0.678, 0.745, 1.585, 0.533, 1.744, 1.452, 0.372, 1.433, 1.406, 0.738, 0.598, 1.265, 0.716, 1.77, 0.627, 0.779, 1.554, 1.394, 2.019, 0.625, 1.92, 0.515, 0.68, 2.042, 1.585, 0.779, 0.5]","['A_0101', 'A_1101', 'B_0702', 'B_0801', 'B_1402', 'B_1501', 'B_1801', 'B_5501', 'C_0304', 'C_0701', 'C_0702', 'C_0802', 'DPB1_0301', 'DPB1_0402', 'DPB1_1301', 'DQA1_0102', 'DQA1_0201', 'DQA1_0301', 'DQA1_0501', 'DQB1_0201', 'DQB1_0301', 'DQB1_0302', 'DQB1_0602', 'DQB1_0603', 'DRB1_0301', 'DRB1_0401', 'DRB1_0701', 'DRB1_1501']",3 -Diffuse diseases of connective tissue,11,9,"[8.502e-05, 0.005832, 0.04629, 4.39e-11, 0.003541, 0.01603, 0.04821, 1.616e-08, 0.0487, 0.002621, 0.04489, 0.0009725, 1.567e-06, 9.679e-11, 0.002131, 1.302e-10, 0.0009693]","[1.381, 1.572, 0.689, 1.745, 0.586, 0.396, 0.765, 1.584, 0.815, 0.427, 1.453, 0.715, 1.465, 1.717, 0.699, 1.713, 0.715]","['A_0101', 'A_2501', 'A_6801', 'B_0801', 'B_2705', 'B_3801', 'C_0303', 'C_0701', 'DPB1_0301', 'DPB1_1101', 'DPB1_1301', 'DQA1_0201', 'DQA1_0501', 'DQB1_0201', 'DQB1_0202', 'DRB1_0301', 'DRB1_0701']",3 -Diseases of hard tissues of teeth,10,12,"[0.003474, 0.04093, 0.02508, 0.01548, 0.0224, 0.006582, 0.006414, 0.04245, 0.02364, 0.01503, 0.03745]","[0.725, 1.264, 0.531, 1.806, 0.682, 0.145, 1.515, 1.211, 0.626, 1.284, 0.543]","['A_0301', 'A_2402', 'A_2601', 'B_1401', 'B_3501', 'B_3801', 'C_0102', 'C_0701', 'C_1203', 'DPB1_0301', 'DRB1_0801']",3 -Diseases of spleen,12,11,"[0.007894, 0.004923, 0.006943, 0.03712, 0.02803]","[2.232, 2.489, 2.49, 2.627, 2.269]","['A_2902', 'DQA1_0401', 'DQB1_0402', 'DRB1_0103', 'DRB1_0801']",3 -Diseases of white blood cells,6,12,"[0.04372, 0.0473, 0.02183]","[1.241, 1.124, 0.83]","['DPB1_0601', 'DRB1_0101', 'DRB1_1301']",3 -Dislocation,9,12,"[0.04454, 0.02953, 0.04148, 0.03462, 0.0273, 0.0102, 0.005974]","[1.165, 0.829, 0.502, 1.204, 0.723, 1.252, 0.35]","['A_0201', 'C_0701', 'DPB1_1701', 'DQB1_0302', 'DQB1_0303', 'DRB1_0401', 'DRB1_0901']",3 -Disorders involving the immune mechanism,11,12,"[0.01659, 0.01997, 0.04429, 0.03046, 0.01258, 0.04607, 0.04402, 0.04381, 0.03831, 0.01065, 0.03169]","[0.445, 0.434, 1.202, 0.717, 1.506, 0.809, 0.715, 0.845, 1.355, 1.465, 0.484]","['B_3503', 'B_3801', 'B_4402', 'B_5101', 'B_5501', 'C_0401', 'C_1203', 'DPA1_0103', 'DQA1_0401', 'DQB1_0402', 'DRB1_1201']",3 -Disorders of adrenal glands,10,10,"[0.04473, 0.03172, 0.008859, 0.004691, 0.01231, 0.02669, 0.02503, 0.02921, 0.03598]","[1.442, 1.594, 1.321, 1.9, 0.384, 1.219, 1.27, 1.248, 1.238]","['B_1302', 'B_3503', 'C_0602', 'C_1402', 'DPB1_1301', 'DQA1_0301', 'DQB1_0202', 'DQB1_0302', 'DRB1_0401']",3 -"Disorders of fluid, electrolyte, and acid-base balance",11,12,"[0.03962, 0.0005801, 0.002952, 0.007691, 0.03687, 0.04182, 0.04518, 0.02042, 0.02894]","[0.846, 0.716, 1.18, 0.905, 1.069, 0.934, 1.129, 0.927, 0.932]","['A_2301', 'B_3801', 'C_0102', 'C_0401', 'DPA1_0201', 'DPB1_0201', 'DQA1_0401', 'DQB1_0602', 'DRB1_1501']",3 -Disorders of lacrimal system,10,12,"[0.0009639, 0.02516, 0.03792, 0.02566]","[2.09, 2.581, 0.347, 1.769]","['A_2402', 'A_3001', 'B_3501', 'C_0303']",3 -Disorders of other cranial nerves,11,11,"[0.03185, 0.01869, 4.934e-06, 0.0004905, 0.0186, 0.0006412, 0.04807]","[1.602, 0.714, 2.247, 1.968, 0.714, 2.03, 0.441]","['A_2601', 'DQA1_0201', 'DQA1_0401', 'DQB1_0402', 'DRB1_0701', 'DRB1_0801', 'DRB1_1104']",3 -Disorders of plasma protein metabolism,11,12,"[0.002269, 0.007474, 0.03559, 0.001546, 0.01897, 0.003344, 0.02011, 0.004922]","[1.34, 0.606, 0.387, 0.632, 0.752, 1.646, 1.531, 1.701]","['A_0201', 'B_3501', 'B_3503', 'C_0401', 'DPB1_0201', 'DQA1_0401', 'DQB1_0402', 'DRB1_0801']",3 -Disorders of protein plasma/amino-acid transport and metabolism,11,12,"[0.001674, 0.006999, 0.04093, 0.001914, 0.01474, 0.04653, 0.003822, 0.02212, 0.02526, 0.003683]","[1.313, 0.64, 1.248, 0.672, 0.766, 1.191, 1.572, 1.471, 0.565, 1.653]","['A_0201', 'B_3501', 'C_0304', 'C_0401', 'DPB1_0201', 'DQA1_0102', 'DQA1_0401', 'DQB1_0402', 'DQB1_0503', 'DRB1_0801']",3 -Disorders of tooth development,8,10,"[0.04456, 0.04959, 0.03071, 0.01881, 0.0237, 0.006024]","[0.133, 0.601, 0.577, 1.584, 1.579, 2.982]","['A_6801', 'B_0702', 'C_0702', 'DPA1_0103', 'DPA1_0201', 'DQB1_0502']",3 -Displacement of intervertebral disc,9,11,"[0.0344, 0.0001701, 0.03566, 0.0241, 0.04872]","[1.762, 2.119, 1.404, 1.308, 1.24]","['B_4002', 'C_0704', 'C_1601', 'DQB1_0202', 'DRB1_0701']",3 -Disturbances in tooth eruption,8,10,"[0.04425, 0.04684, 0.01588, 0.02528, 0.003765]","[1.587, 1.851, 1.624, 1.591, 3.177]","['C_0401', 'C_0802', 'DPA1_0103', 'DPA1_0201', 'DQB1_0502']",3 -Dizziness and giddiness (Light-headedness and vertigo),6,10,"[0.04596, 0.01539, 0.03315, 0.03107, 0.04034, 0.008202, 0.006156]","[1.204, 0.871, 0.694, 1.142, 0.893, 0.749, 0.686]","['A_3201', 'B_0702', 'B_3801', 'C_0602', 'C_0702', 'DPA1_0202', 'DPB1_0501']",3 -Dyspareunia,6,11,"[0.04372, 0.002324, 0.02523, 0.02763, 0.005153]","[2.569, 2.745, 2.168, 2.209, 1.976]","['B_3503', 'C_0102', 'C_1203', 'DPA1_0202', 'DQB1_0301']",3 -Effects radiation NOS,9,12,"[0.02067, 0.03113, 0.04347, 0.04637, 0.03906, 0.03177, 0.02027]","[0.76, 1.576, 0.632, 0.752, 0.727, 1.528, 0.673]","['A_0201', 'A_3101', 'B_3501', 'DQA1_0101', 'DQB1_0501', 'DQB1_0604', 'DRB1_0101']",3 -Elevated C-reactive protein (CRP),10,7,"[0.01173, 0.03892, 0.0238, 0.03352]","[2.222, 1.464, 0.415, 1.503]","['B_5501', 'DQA1_0101', 'DQA1_0103', 'DQB1_0501']",3 -Elevated prostate specific antigen [PSA],10,12,"[0.004256, 0.01845, 0.02425]","[1.345, 0.394, 0.726]","['A_2402', 'B_3901', 'C_0303']",3 -Elevated sedimentation rate,10,9,"[0.04334, 0.04521, 0.01599, 0.01105]","[1.537, 0.534, 1.52, 1.584]","['C_0303', 'DQA1_0103', 'DQB1_0501', 'DRB1_0101']",3 -Elevated white blood cell count,6,12,[0.03636],[1.192],['A_1101'],3 -"Encephalitis, non-infectious",12,12,"[0.005822, 0.0005721, 0.0429, 0.01662]","[2.732, 3.271, 2.634, 3.146]","['B_3501', 'DPB1_0101', 'DQB1_0402', 'DRB1_0801']",3 -Encounter for long-term (current) use of anticoagulants,6,12,"[0.005317, 0.02422, 0.02172, 0.01615, 0.02168, 0.01964]","[1.196, 1.215, 1.198, 1.339, 0.81, 1.353]","['A_1101', 'A_3201', 'B_2705', 'B_4901', 'B_5701', 'DRB1_1201']",3 -Enthesopathy,9,11,"[0.009338, 0.0204, 0.04228, 0.02644]","[0.737, 0.682, 0.868, 1.184]","['B_3501', 'DQA1_0401', 'DQB1_0301', 'DQB1_0302']",3 -Eosinophilia,6,12,"[0.04329, 0.04878]","[1.488, 1.619]","['A_0201', 'B_1501']",3 -Esophageal bleeding (varices/hemorrhage),11,12,"[0.02411, 0.000732, 0.03081, 0.01202, 0.009807, 0.0003633]","[1.358, 1.527, 0.778, 1.655, 1.414, 0.622]","['C_0401', 'DPB1_0301', 'DPB1_0401', 'DQA1_0401', 'DQB1_0202', 'DQB1_0301']",3 -Fracture of hand or wrist,9,12,"[0.00312, 0.03623, 0.04598]","[1.374, 1.67, 0.589]","['A_0201', 'B_4901', 'C_0802']",3 -Fracture of neck of femur,9,12,"[0.04077, 0.04513, 0.03131, 0.04795]","[0.531, 0.783, 1.663, 0.752]","['A_2601', 'B_0702', 'B_3701', 'DQB1_0202']",3 -Fracture of pelvis,8,12,"[0.01622, 0.0442]","[1.558, 0.133]","['B_4001', 'C_0704']",3 -Fracture of ribs,8,12,[0.04476],[1.469],['DQB1_0303'],3 -Fracture of unspecified part of femur,8,12,"[0.003691, 0.04512, 0.02857, 0.01124, 0.02795, 0.02447, 0.04266, 0.04604]","[0.598, 1.444, 1.421, 0.654, 0.452, 1.362, 1.361, 0.313]","['B_0702', 'B_4001', 'C_0602', 'C_0702', 'C_1601', 'DQB1_0301', 'DRB1_0401', 'DRB1_1104']",3 -Fracture of upper limb,9,12,"[0.00852, 0.002342, 0.01336, 0.0413]","[0.764, 1.4, 1.27, 0.777]","['A_2402', 'C_0202', 'DQB1_0603', 'DRB1_1101']",3 -Fracture of vertebral column without mention of spinal cord injury,9,12,"[0.02492, 0.02205]","[0.732, 1.347]","['A_1101', 'B_5101']",3 -Gastroparesis,11,11,"[0.02316, 0.01162, 0.04001, 0.02882, 0.04895, 0.01492, 0.01812, 0.02772, 0.008857, 0.02641]","[0.517, 1.615, 1.482, 0.279, 1.742, 1.544, 1.948, 0.626, 2.147, 0.628]","['A_2402', 'C_0304', 'C_0602', 'C_0802', 'DQA1_0401', 'DQB1_0302', 'DQB1_0402', 'DQB1_0602', 'DRB1_0801', 'DRB1_1501']",3 -Generalized anxiety disorder,8,10,"[0.01436, 0.04529, 0.01711, 0.02002, 0.00564]","[1.534, 0.31, 1.706, 1.303, 1.386]","['B_1801', 'B_3801', 'B_5501', 'DPA1_0103', 'DPA1_0201']",3 -Genital prolapse,10,7,"[0.02573, 0.0166, 0.03931, 0.02881, 0.01035, 0.0382, 0.04536, 0.03614, 0.04392]","[1.616, 1.442, 0.638, 0.784, 1.7, 1.535, 1.224, 1.249, 1.64]","['A_2301', 'B_1801', 'B_5701', 'C_0702', 'C_0704', 'DPB1_1001', 'DQA1_0101', 'DQB1_0501', 'DRB1_1201']",3 -Glucocorticoid deficiency,10,10,"[0.02204, 0.04194, 0.02569, 0.01107, 0.02926, 0.0395]","[0.561, 1.491, 0.633, 2.209, 1.374, 1.351]","['B_4001', 'B_5101', 'C_0304', 'C_1402', 'DQB1_0302', 'DRB1_0401']",3 -Graves' disease,12,10,"[0.008931, 0.0169, 0.03402, 0.01183, 0.007824, 0.03932, 0.02813, 0.0119, 0.006584, 0.02301, 4.501e-06, 4.067e-06, 0.004039, 0.02932, 1.334e-06, 0.00657, 0.03931]","[1.442, 1.53, 0.674, 0.487, 0.594, 1.317, 1.472, 2.127, 0.63, 1.671, 1.804, 1.846, 0.555, 1.672, 1.9, 0.63, 1.688]","['B_0801', 'B_3501', 'B_4402', 'B_4403', 'C_0501', 'C_0701', 'DPB1_0101', 'DPB1_1701', 'DQA1_0201', 'DQA1_0401', 'DQA1_0501', 'DQB1_0201', 'DQB1_0202', 'DQB1_0402', 'DRB1_0301', 'DRB1_0701', 'DRB1_0801']",3 -Hallucinations,11,11,"[0.03241, 0.008335, 0.04479, 0.03507, 0.04879]","[0.116, 2.888, 0.448, 2.331, 2.334]","['C_0303', 'C_1502', 'DQB1_0302', 'DQB1_0402', 'DRB1_0801']",3 -Heart failure NOS,10,11,"[0.02956, 0.008288, 0.0222, 0.0257, 0.007149, 0.01896, 0.02195, 0.04404]","[1.186, 1.731, 0.745, 1.233, 0.641, 1.193, 1.219, 1.192]","['A_0101', 'B_1401', 'C_0303', 'C_0304', 'C_1601', 'DQA1_0301', 'DQB1_0302', 'DRB1_0401']",3 -Heart failure with preserved EF [Diastolic heart failure],11,11,"[0.009212, 0.003107, 0.002527, 0.02057, 0.009426]","[0.57, 1.422, 1.51, 1.403, 1.495]","['A_2601', 'B_2705', 'DQA1_0401', 'DQB1_0402', 'DRB1_0801']",3 -Hematemesis,10,11,"[0.02235, 0.00821, 0.0454, 0.04045, 0.04133, 0.03002]","[1.414, 1.906, 0.403, 1.406, 1.354, 1.429]","['A_0101', 'A_3101', 'DPA1_0202', 'DPB1_0301', 'DQA1_0301', 'DRB1_0401']",3 -Hemorrhage or hematoma complicating a procedure,8,12,"[0.00685, 0.01295, 0.02384, 0.02366]","[1.905, 0.519, 0.54, 0.5]","['B_4002', 'DQA1_0401', 'DQB1_0402', 'DRB1_0801']",3 -Hemorrhagic disorder due to intrinsic circulating anticoagulants,6,12,"[0.04185, 0.04784]","[1.571, 1.822]","['A_3101', 'DRB1_1201']",3 -Hepatitis NOS,10,11,"[0.01873, 0.01781, 0.01655]","[1.424, 1.459, 0.44]","['A_0101', 'B_0801', 'DRB1_1101']",3 -Hypercoagulable state,6,12,"[0.03055, 0.009032, 0.01112, 0.01566]","[1.401, 0.504, 0.277, 0.665]","['A_0301', 'A_2402', 'B_5701', 'DPA1_0103']",3 -Hypersensitivity angiitis,10,12,"[0.03527, 0.02388, 0.0251, 0.003445]","[2.042, 0.306, 0.309, 2.871]","['A_2402', 'DQB1_0201', 'DRB1_0301', 'DRB1_0404']",3 -Hyposmolality and/or hyponatremia,7,11,"[0.004999, 0.005325, 0.03986]","[0.756, 0.806, 1.136]","['B_3501', 'C_0401', 'DPA1_0201']",3 -Hypothyroidism,11,8,"[0.01134, 6.637e-05, 0.003429, 0.03083, 0.01991, 0.00559, 0.009261, 0.007851, 0.008477, 0.04539, 0.02294, 0.03411, 0.03694, 0.001536, 5.879e-06, 0.03932, 5.74e-08, 1.707e-05, 0.003197, 0.006219, 0.005294, 0.002418, 0.001173, 2.23e-05, 0.0001522, 0.004849]","[1.115, 0.797, 1.21, 0.858, 1.27, 0.849, 0.877, 1.128, 1.11, 0.867, 0.915, 0.915, 0.819, 0.875, 0.839, 1.081, 1.221, 1.196, 1.119, 0.885, 0.887, 0.789, 0.855, 1.193, 0.766, 0.887]","['B_0801', 'B_1501', 'B_1801', 'B_2705', 'B_3503', 'C_0303', 'C_0304', 'C_0501', 'C_0701', 'C_1601', 'DPA1_0103', 'DPA1_0201', 'DPB1_0501', 'DQA1_0101', 'DQA1_0102', 'DQA1_0301', 'DQA1_0501', 'DQB1_0201', 'DQB1_0301', 'DQB1_0501', 'DQB1_0602', 'DQB1_0604', 'DRB1_0101', 'DRB1_0301', 'DRB1_1302', 'DRB1_1501']",3 -Hypothyroidism NOS,11,8,"[0.00984, 0.0001149, 0.001094, 0.01557, 0.03665, 0.04398, 0.00245, 0.03387, 0.01971, 0.009708, 3.734e-07, 0.003158, 1.603e-07, 9.797e-06, 0.004671, 0.0201, 0.0002263, 0.005897, 0.001703, 1.313e-05, 0.01096, 0.001206, 0.0001387]","[1.125, 0.791, 1.251, 0.859, 0.894, 1.103, 1.136, 0.915, 0.785, 0.891, 0.809, 1.126, 1.229, 1.217, 1.123, 0.895, 0.843, 0.795, 0.85, 1.214, 1.179, 0.786, 0.84]","['B_0801', 'B_1501', 'B_1801', 'C_0303', 'C_0304', 'C_0501', 'C_0701', 'DPA1_0103', 'DPB1_0501', 'DQA1_0101', 'DQA1_0102', 'DQA1_0301', 'DQA1_0501', 'DQB1_0201', 'DQB1_0301', 'DQB1_0501', 'DQB1_0602', 'DQB1_0604', 'DRB1_0101', 'DRB1_0301', 'DRB1_0404', 'DRB1_1302', 'DRB1_1501']",3 -Ileostomy status,6,10,"[0.03277, 0.04766, 0.04938, 0.04117, 0.002146, 0.04604, 0.002518, 8.346e-06, 0.01323]","[0.38, 0.661, 1.699, 1.32, 1.907, 1.447, 0.552, 3.237, 0.448]","['A_3101', 'C_0304', 'C_1502', 'DPA1_0103', 'DPA1_0202', 'DPB1_0101', 'DQB1_0302', 'DRB1_0103', 'DRB1_0404']",3 -Immunity deficiency,11,12,"[0.006136, 0.04276, 0.003207, 0.01847, 0.03851, 0.01367, 0.03279]","[0.291, 1.222, 1.654, 0.758, 1.385, 1.487, 0.442]","['B_3503', 'B_4402', 'B_5501', 'C_0401', 'DQA1_0401', 'DQB1_0402', 'DRB1_1201']",3 -Inflammatory bowel disease and other gastroenteritis and colitis,9,8,"[0.0176, 0.002961, 0.04102, 0.02197, 0.04734, 0.01302, 0.02409, 0.0198, 0.0119, 0.02108, 0.03237, 7.356e-06, 0.02064]","[0.736, 1.428, 0.742, 0.75, 1.339, 1.339, 0.817, 0.775, 1.271, 1.316, 1.242, 2.393, 0.776]","['A_2402', 'B_3501', 'B_4001', 'C_0304', 'C_0802', 'DQA1_0103', 'DQA1_0301', 'DQB1_0302', 'DQB1_0501', 'DQB1_0603', 'DRB1_0101', 'DRB1_0103', 'DRB1_0401']",3 -Insulin pump user,12,8,"[0.001125, 0.01732, 0.01377, 0.04996, 0.02817, 0.02887, 5.782e-05, 0.01238, 0.00513, 0.02378, 0.007064, 0.005189, 0.002239, 2.383e-08, 9.745e-06, 0.0002855, 2.922e-09, 0.0002164, 1.217e-10, 3.5e-08, 0.03057, 6.797e-09, 2.345e-05, 0.03293, 8.02e-10]","[0.774, 1.194, 1.598, 0.715, 1.223, 0.589, 1.383, 1.19, 0.808, 1.166, 1.212, 1.307, 0.769, 0.667, 1.339, 1.268, 1.518, 0.765, 1.595, 0.629, 0.789, 1.505, 1.37, 0.62, 0.596]","['B_0702', 'B_0801', 'B_1401', 'B_1402', 'B_1501', 'B_3701', 'C_0304', 'C_0701', 'C_0702', 'DPA1_0103', 'DPA1_0201', 'DPB1_0101', 'DPB1_0402', 'DQA1_0102', 'DQA1_0301', 'DQA1_0501', 'DQB1_0201', 'DQB1_0301', 'DQB1_0302', 'DQB1_0602', 'DQB1_0603', 'DRB1_0301', 'DRB1_0401', 'DRB1_1401', 'DRB1_1501']",3 -Internal derangement of knee,9,12,"[0.02783, 0.00214, 0.01005, 0.001349]","[0.768, 1.88, 1.794, 2.194]","['A_0301', 'A_2301', 'B_3701', 'B_4002']",3 -Intestinal malabsorption (non-celiac),10,11,"[0.02495, 0.02246, 0.0424, 0.02616, 0.04121, 0.02592, 0.03247, 0.04242]","[1.474, 0.603, 2.359, 1.616, 1.729, 0.652, 2.318, 1.639]","['A_0101', 'A_0301', 'B_1401', 'B_1501', 'B_5701', 'DQA1_0102', 'DRB1_0103', 'DRB1_0404']",3 -Joint effusions,9,11,"[0.02881, 0.01915, 0.0213, 0.03812]","[1.596, 0.731, 0.1, 0.763]","['DPB1_0601', 'DQB1_0602', 'DRB1_0901', 'DRB1_1501']",3 -Joint/ligament sprain,8,12,"[0.04501, 0.02922]","[1.992, 1.639]","['C_1402', 'DQB1_0604']",3 -Juvenile rheumatoid arthritis,12,11,"[5.947e-05, 0.02389, 0.01033, 0.01198, 0.0335, 0.008298, 5.826e-05, 0.007667, 0.0006918, 7.085e-11, 0.01645, 1.029e-10, 0.000301, 0.01994, 7.356e-05, 1.875e-11, 0.01899]","[1.98, 1.725, 1.833, 0.399, 1.454, 2.274, 1.944, 0.61, 0.527, 3.941, 0.572, 4.054, 1.863, 0.608, 2.01, 4.503, 0.609]","['A_0201', 'B_2705', 'C_0202', 'DPB1_0101', 'DPB1_0201', 'DPB1_1001', 'DQA1_0101', 'DQA1_0102', 'DQA1_0301', 'DQA1_0401', 'DQB1_0302', 'DQB1_0402', 'DQB1_0501', 'DQB1_0602', 'DRB1_0101', 'DRB1_0801', 'DRB1_1501']",3 -Lump or mass in breast,7,12,"[0.02316, 0.0273]","[0.763, 1.172]","['B_4001', 'DPA1_0103']",3 -Lupus (localized and systemic),11,9,"[0.0002792, 0.01217, 2.3e-05, 0.04728, 0.0005352, 0.0324, 0.002855, 0.0158, 0.04801, 0.005129, 2.06e-07, 0.005521, 0.003627, 1.145e-07, 0.01419, 0.04642, 0.002593]","[1.431, 0.785, 1.549, 0.315, 1.41, 0.44, 1.337, 0.658, 0.817, 1.308, 1.687, 0.743, 1.354, 1.705, 0.732, 0.526, 1.365]","['A_0101', 'A_0201', 'B_0801', 'B_4002', 'C_0701', 'C_0704', 'DQA1_0102', 'DQA1_0103', 'DQA1_0301', 'DQA1_0501', 'DQB1_0201', 'DQB1_0301', 'DQB1_0602', 'DRB1_0301', 'DRB1_0401', 'DRB1_1104', 'DRB1_1501']",3 -Lymphadenitis,6,12,"[0.004006, 0.03283, 0.02735, 0.02615, 0.03769, 0.03377]","[1.348, 0.749, 1.179, 0.856, 0.791, 0.621]","['B_5701', 'C_0102', 'C_0602', 'DPA1_0201', 'DRB1_0404', 'DRB1_0901']",3 -Macular puckering of retina,6,10,"[0.02159, 0.03574, 0.03813, 0.03872, 0.02607, 0.04247]","[1.503, 1.385, 1.796, 0.665, 1.729, 0.676]","['C_0602', 'DPA1_0103', 'DPB1_1101', 'DQB1_0602', 'DQB1_0604', 'DRB1_1501']",3 -Malignant neoplasm of female breast,10,12,"[0.0145, 0.003961, 0.00136, 0.02235, 0.04315, 0.00641, 0.02722, 0.006054]","[1.203, 0.66, 0.819, 0.716, 1.387, 0.82, 0.615, 0.63]","['A_2402', 'DQA1_0401', 'DQB1_0301', 'DQB1_0402', 'DRB1_0103', 'DRB1_0401', 'DRB1_0407', 'DRB1_0801']",3 -"Malignant neoplasm of kidney, except pelvis",11,10,"[0.002767, 0.01579, 0.01533, 0.01468, 0.002008, 0.008247]","[0.538, 1.602, 1.534, 1.566, 0.665, 1.662]","['B_4403', 'DPB1_0501', 'DQA1_0401', 'DQB1_0402', 'DRB1_0401', 'DRB1_0801']",3 -Malignant neoplasm of other urinary organs,11,10,"[0.03689, 0.01671, 0.003954, 0.02098, 0.01266]","[1.401, 0.57, 2.107, 1.917, 2.069]","['DPA1_0103', 'DPB1_0301', 'DQA1_0401', 'DQB1_0402', 'DRB1_0801']",3 -Malignant neoplasm of ovary,9,9,"[0.005658, 0.04852, 0.006434, 0.04672, 0.008625, 0.01563]","[0.59, 1.351, 0.595, 0.365, 1.4, 2.148]","['B_4402', 'C_0401', 'C_0501', 'DPB1_0601', 'DQA1_0102', 'DQB1_0502']",3 -Malignant neoplasm of ovary and other uterine adnexa,9,9,"[0.03204, 0.002352, 0.04735, 0.002759, 0.0472]","[1.306, 0.591, 1.32, 0.596, 1.263]","['A_0301', 'B_4402', 'C_0401', 'C_0501', 'DQA1_0102']",3 -Malignant neoplasm of uterus,9,9,"[0.02721, 0.04037, 0.03203, 0.005171, 0.004371, 0.03212, 0.04251, 0.0312, 0.002985, 0.008625, 0.02373, 0.04993, 0.01126]","[1.45, 0.712, 1.792, 1.475, 0.606, 1.731, 1.484, 0.54, 1.425, 1.397, 1.572, 1.44, 1.378]","['B_3501', 'B_4402', 'B_4901', 'C_0401', 'C_0501', 'C_0704', 'C_1203', 'C_1601', 'DQA1_0102', 'DQB1_0602', 'DQB1_0604', 'DRB1_1302', 'DRB1_1501']",3 -Mammographic microcalcification,8,10,"[0.04813, 0.01032, 0.004246, 0.004901, 0.04195, 0.004232]","[0.685, 1.424, 1.398, 1.409, 1.587, 0.632]","['B_1501', 'C_0602', 'DPA1_0103', 'DPA1_0201', 'DPB1_1101', 'DRB1_0401']",3 -Manlignant and unknown neoplasms of brain and nervous system,11,10,"[0.01018, 0.04562, 0.01781, 0.006552, 0.01113, 0.001944, 0.01606, 0.002133, 0.03375]","[0.805, 1.234, 0.802, 1.58, 1.429, 0.75, 1.428, 0.751, 1.406]","['A_0101', 'A_1101', 'B_0801', 'DPB1_1001', 'DQA1_0401', 'DQB1_0201', 'DQB1_0402', 'DRB1_0301', 'DRB1_0801']",3 -Menopausal and postmenopausal disorders,7,12,"[0.04854, 0.02934, 0.03489, 0.00864, 0.009635]","[0.892, 0.809, 0.868, 1.147, 0.85]","['A_0301', 'A_2902', 'C_0401', 'DPA1_0103', 'DRB1_0401']",3 -Mycoses,10,7,"[0.03674, 0.008084, 0.01633, 0.02062, 0.01579, 0.01109, 0.01843]","[0.349, 1.647, 1.556, 1.326, 0.663, 1.38, 1.37]","['A_2301', 'C_0102', 'C_1203', 'DQA1_0101', 'DQB1_0202', 'DQB1_0501', 'DRB1_0101']",3 -Myoclonus,10,11,"[0.01041, 0.02697, 0.03066]","[1.803, 1.707, 2.73]","['A_0101', 'B_0801', 'DRB1_1201']",3 -Neutropenia,6,12,"[0.03958, 0.008116]","[1.174, 0.815]","['A_2402', 'DPB1_0301']",3 -Nodular lymphoma,10,8,"[0.03389, 0.0321, 0.03188, 0.001517, 0.03231, 0.0009392, 0.001399, 0.0414, 0.03167]","[0.485, 1.487, 1.727, 1.555, 0.73, 1.608, 1.616, 0.579, 0.498]","['B_1801', 'B_3501', 'DPB1_1101', 'DQA1_0101', 'DQA1_0102', 'DQB1_0501', 'DRB1_0101', 'DRB1_1301', 'DRB1_1302']",3 -Noninfectious gastroenteritis,9,8,"[0.0376, 0.012, 0.01225, 0.0129, 0.03659, 0.003362, 0.01089]","[0.73, 1.306, 1.229, 0.409, 1.201, 1.744, 0.788]","['B_1801', 'B_3501', 'DQB1_0501', 'DQB1_0502', 'DRB1_0101', 'DRB1_0103', 'DRB1_0401']",3 -Nonspecific abnormal findings in cerebrospinal fluid,12,12,"[0.01387, 0.009371, 0.04611, 0.008424, 0.01838]","[2.784, 2.254, 2.598, 2.28, 3.094]","['A_6801', 'DQB1_0201', 'DQB1_0402', 'DRB1_0301', 'DRB1_0801']",3 -Nonspecific abnormal findings on radiological and other examination of skull and head,11,11,"[0.03574, 0.01583]","[2.207, 2.484]","['DQA1_0401', 'DQB1_0402']",3 -Nystagmus and other irregular eye movements,12,11,"[0.005631, 0.02583, 0.02666, 0.01181, 0.04925, 0.02115, 0.01806]","[2.65, 2.262, 2.463, 2.785, 1.74, 3.341, 2.797]","['B_2705', 'C_0202', 'DQA1_0401', 'DQB1_0402', 'DQB1_0602', 'DRB1_0103', 'DRB1_0801']",3 -Open wound of hand except finger(s),8,12,"[0.0204, 0.04425]","[2.014, 0.474]","['B_2705', 'C_0401']",3 -Open wounds of extremities,7,10,"[0.02199, 0.01665, 0.005445, 0.01477, 0.02413, 0.01207, 0.01821, 0.00174, 0.008207]","[0.654, 0.779, 1.244, 1.223, 1.285, 0.82, 1.455, 1.436, 0.676]","['A_3201', 'B_4402', 'DPA1_0103', 'DPA1_0201', 'DPB1_0101', 'DPB1_0401', 'DPB1_0601', 'DRB1_0404', 'DRB1_1101']",3 -Open-angle glaucoma,6,10,"[0.03373, 0.01012, 0.04568, 0.007237, 0.02941, 0.02015, 0.02469, 0.01322]","[0.706, 0.567, 1.439, 0.61, 1.362, 1.455, 0.835, 1.399]","['A_2902', 'B_1402', 'C_0704', 'C_0802', 'DPA1_0202', 'DPB1_0601', 'DQA1_0501', 'DQB1_0604']",3 -Opiates and related narcotics causing adverse effects in therapeutic use,10,12,"[0.001297, 0.02568, 0.005234]","[2.44, 1.808, 3.712]","['A_2402', 'DQB1_0602', 'DRB1_0103']",3 -"Osteoarthrosis, generalized",9,11,"[0.02393, 0.04955, 0.04318, 0.0004153, 0.00165, 0.004336, 0.03439, 0.02569]","[1.305, 1.148, 0.857, 1.256, 1.262, 1.237, 1.244, 1.472]","['A_3201', 'C_0702', 'DQA1_0201', 'DQA1_0301', 'DQB1_0302', 'DRB1_0401', 'DRB1_0404', 'DRB1_0901']",3 -Osteopenia or other disorder of bone and cartilage,9,11,"[0.04692, 0.03911, 0.02846, 0.03579]","[0.891, 1.298, 1.141, 0.72]","['A_0301', 'C_0704', 'DQB1_0302', 'DRB1_1401']",3 -Osteoporosis,9,11,"[0.03307, 0.03358, 0.002735, 0.009511, 0.008499]","[0.854, 0.833, 1.146, 1.147, 1.15]","['B_3501', 'C_1601', 'DQA1_0301', 'DQB1_0302', 'DRB1_0401']",3 -Osteoporosis NOS,9,11,"[0.02568, 0.02069]","[0.794, 0.804]","['B_1801', 'DQB1_0303']",3 -"Osteoporosis, osteopenia and pathological fracture",9,11,"[0.03774, 0.04645, 0.01982, 0.02485, 0.0116, 0.04766, 0.006285, 0.01317, 0.01103]","[0.918, 0.871, 0.87, 0.908, 1.098, 0.852, 1.125, 0.809, 1.116]","['A_0301', 'B_1801', 'B_3501', 'DPB1_0201', 'DQA1_0301', 'DQA1_0401', 'DQB1_0302', 'DQB1_0402', 'DRB1_0401']",3 -Other CNS infection and poliomyelitis,10,8,"[0.01016, 0.04545, 0.04793, 0.01797, 0.002502, 0.002468, 0.04138]","[2.367, 1.706, 2.489, 1.634, 1.888, 1.928, 1.563]","['A_2601', 'B_3501', 'B_4002', 'DQA1_0101', 'DQB1_0501', 'DRB1_0101', 'DRB1_0401']",3 -Other abnormal blood chemistry,8,10,"[0.02692, 0.01458]","[1.14, 1.165]","['DPA1_0103', 'DPA1_0201']",3 -Other acquired deformities of limbs,10,11,"[0.04629, 0.003556, 0.02019, 0.0424, 0.02017]","[1.424, 1.702, 0.575, 0.573, 0.575]","['A_0101', 'B_0801', 'DQA1_0201', 'DQB1_0202', 'DRB1_0701']",3 -Other and unspecified coagulation defects,6,12,"[0.04407, 0.04715, 0.0255, 0.01941]","[1.313, 1.49, 0.731, 0.647]","['B_2705', 'B_3701', 'B_4001', 'B_5701']",3 -Other and unspecified disorders of the nervous system,8,10,"[0.0279, 0.04661, 0.002052, 0.03935]","[1.587, 1.696, 1.649, 1.422]","['A_1101', 'A_6801', 'DPA1_0103', 'DPA1_0201']",3 -Other aneurysm,9,10,"[0.005478, 0.04022, 0.02975, 0.02965, 0.04109, 0.04165, 0.04158, 0.04263, 0.009863, 0.01152, 0.03183, 0.003717, 0.01129, 0.04057, 0.02763, 0.01964, 0.007545]","[0.49, 0.716, 0.753, 0.729, 1.498, 1.419, 1.315, 1.254, 0.746, 1.27, 0.835, 0.764, 0.699, 1.4, 0.621, 0.567, 1.386]","['A_2501', 'B_1801', 'B_4001', 'B_4403', 'B_4901', 'B_5501', 'B_5701', 'C_0303', 'C_0304', 'C_0602', 'DPA1_0103', 'DPA1_0201', 'DPB1_0101', 'DPB1_0501', 'DQB1_0402', 'DRB1_0801', 'DRB1_1302']",3 -Other disorders of cervical region,7,11,"[0.03194, 0.001469, 0.04749]","[1.51, 2.562, 0.62]","['DPA1_0201', 'DPB1_1101', 'DQB1_0602']",3 -Other disorders of eyelids,6,10,"[0.03907, 0.03226, 0.03848, 0.003503, 0.04267, 0.0497, 0.0485]","[1.572, 0.685, 0.472, 0.573, 0.459, 1.342, 0.492]","['A_3001', 'B_1801', 'B_3801', 'C_1203', 'C_1402', 'DPA1_0202', 'DPB1_1401']",3 -Other disorders of neurohypophysis,10,9,"[0.03396, 0.02546, 0.01201, 0.04733, 0.04699, 0.007501, 0.04352]","[2.086, 2.89, 2.388, 1.836, 1.851, 2.293, 1.856]","['B_1501', 'B_5501', 'C_0303', 'DQB1_0201', 'DQB1_0501', 'DRB1_0101', 'DRB1_0301']",3 -Other disorders of stomach and duodenum,11,11,"[0.006054, 0.003259, 0.03098, 0.002383, 0.03797, 0.004396]","[0.714, 1.768, 1.428, 1.835, 0.542, 1.842]","['DQA1_0102', 'DQA1_0401', 'DQB1_0303', 'DQB1_0402', 'DQB1_0604', 'DRB1_0801']",3 -Other hereditary hemolytic anemias,6,12,[0.005177],[3.75],['DRB1_0103'],3 -Other local infections of skin and subcutaneous tissue,7,10,"[0.04661, 0.01263, 0.01659, 0.01543, 0.01091, 0.007357, 0.03111, 0.007149, 0.01102]","[0.781, 0.616, 1.287, 1.306, 1.443, 0.754, 1.748, 1.351, 1.331]","['B_0702', 'C_0303', 'DPA1_0103', 'DPA1_0201', 'DPB1_0101', 'DPB1_0401', 'DPB1_1401', 'DQB1_0201', 'DRB1_0301']",3 -Other open wound of head and face,9,12,"[0.04046, 0.0399]","[1.898, 1.596]","['B_4901', 'B_5701']",3 -Other specified gastritis,8,9,"[0.01798, 0.01741, 0.03602, 0.01599, 0.03577, 0.002768, 0.0112, 0.01276]","[0.591, 0.398, 2.066, 1.658, 0.652, 0.591, 0.574, 0.58]","['B_0801', 'B_3501', 'B_3701', 'C_0303', 'DPA1_0201', 'DQA1_0501', 'DQB1_0201', 'DRB1_0301']",3 -Other specified osteoporosis,9,11,"[0.003431, 0.04064, 0.01235, 0.03483, 0.03072, 0.01674, 0.007092]","[0.66, 0.732, 1.228, 1.21, 1.198, 1.252, 1.286]","['A_1101', 'B_4403', 'DQA1_0301', 'DQB1_0201', 'DQB1_0301', 'DQB1_0302', 'DRB1_0401']",3 -Other symptoms of respiratory system,7,11,"[0.03726, 0.04623, 0.04723, 0.0357, 0.004257]","[1.305, 0.527, 1.164, 0.828, 1.704]","['A_6801', 'C_1402', 'DPA1_0201', 'DPB1_0402', 'DRB1_0407']",3 -Other upper respiratory disease,10,8,"[6.674e-05, 0.00103, 0.002038, 0.0003135]","[1.342, 1.292, 1.513, 1.342]","['DQA1_0101', 'DQB1_0501', 'DQB1_0503', 'DRB1_0101']",3 -Otitis media,7,9,"[0.02158, 0.02919, 0.01996, 0.0453, 0.009062, 0.01152, 0.012, 0.02624, 0.0112]","[1.174, 1.295, 0.827, 1.502, 1.208, 1.212, 0.425, 1.558, 1.526]","['A_0201', 'B_2705', 'C_0702', 'C_1402', 'DPA1_0103', 'DPA1_0201', 'DRB1_0103', 'DRB1_0407', 'DRB1_1401']",3 -Otitis media and Eustachian tube disorders,7,9,"[0.04975, 0.01395, 0.03549, 0.003689, 0.005734, 0.04346, 0.006538, 0.0457]","[1.113, 1.247, 0.876, 1.179, 1.18, 1.133, 0.518, 1.132]","['A_0201', 'B_5101', 'C_0702', 'DPA1_0103', 'DPA1_0201', 'DQA1_0201', 'DRB1_0103', 'DRB1_0701']",3 -Pain and other symptoms associated with female genital organs,7,12,"[0.01465, 0.04212, 0.04815, 0.002423]","[1.63, 1.359, 0.811, 1.955]","['C_0704', 'C_1203', 'DPA1_0201', 'DRB1_0103']",3 -Pain in joint,9,11,"[0.00925, 0.02548, 0.009345]","[0.919, 0.896, 0.787]","['A_0301', 'DQB1_0303', 'DRB1_0901']",3 -Pancytopenia,6,12,"[0.04962, 0.01948, 0.02724]","[1.565, 0.55, 0.568]","['B_3901', 'DPB1_0501', 'DRB1_0801']",3 -Papanicolaou smear of cervix or vagina with atypical squamous cells,10,12,"[0.04046, 0.03598, 0.0417, 0.01393, 0.04101, 0.02668, 0.04875, 0.026, 0.009944]","[1.346, 1.442, 1.268, 0.59, 1.269, 1.435, 0.246, 0.609, 1.373]","['A_2402', 'B_5101', 'DQA1_0102', 'DQA1_0103', 'DQB1_0301', 'DRB1_1101', 'DRB1_1201', 'DRB1_1301', 'DRB1_1501']",3 -Paraproteinemia,11,11,"[0.005734, 0.01456, 0.03815, 0.047, 0.01123, 0.00252, 0.009787, 0.001675]","[1.37, 0.574, 1.336, 0.722, 0.687, 1.799, 1.708, 1.943]","['A_0201', 'B_3501', 'C_0304', 'C_0401', 'DPB1_0201', 'DQA1_0401', 'DQB1_0402', 'DRB1_0801']",3 -Pathologic fracture,9,11,"[0.03501, 0.01444, 0.01974]","[0.645, 0.648, 1.52]","['B_1801', 'B_3501', 'DQB1_0503']",3 -Pathologic fracture of femur,9,11,"[0.0347, 0.03144, 0.04707]","[1.819, 1.759, 0.534]","['B_1501', 'C_0602', 'DQA1_0101']",3 -Peripheral enthesopathies and allied syndromes,9,11,"[0.03193, 0.03431]","[0.903, 1.174]","['DQB1_0301', 'DRB1_1302']",3 -Peripheral retinal degenerations,10,12,"[0.02465, 0.0247, 0.0246, 0.0201, 0.02466]","[1.982, 0.378, 0.263, 2.44, 0.378]","['A_2402', 'DQA1_0201', 'DQB1_0202', 'DQB1_0604', 'DRB1_0701']",3 -Pneumococcal pneumonia,10,8,"[0.03445, 0.02029, 0.01887]","[2.736, 1.793, 1.846]","['B_3801', 'DQB1_0501', 'DRB1_0101']",3 -Poisoning by agents primarily affecting the cardiovascular system,9,12,"[0.02529, 0.01558]","[1.498, 0.486]","['A_1101', 'B_4403']",3 -Poisoning by hormones and synthetic substitutes,8,10,"[0.02679, 0.0198, 0.01069, 0.03367, 0.03541, 0.01844, 0.02009, 0.04946, 0.01019]","[1.704, 1.458, 1.532, 1.581, 0.616, 1.987, 1.969, 1.419, 1.773]","['B_1801', 'DPA1_0103', 'DPA1_0201', 'DPB1_0101', 'DPB1_0301', 'DPB1_0601', 'DPB1_1101', 'DQB1_0302', 'DRB1_0404']",3 -Poisoning by primarily systemic agents,9,12,"[0.02752, 0.02521, 0.04555, 0.04097]","[1.322, 0.531, 0.677, 0.651]","['A_2902', 'C_0704', 'DQA1_0401', 'DQB1_0402']",3 -Polyarteritis nodosa and allied conditions,9,10,"[0.02375, 0.04343, 0.02905, 0.002874, 0.02095, 0.04003, 0.004483, 0.0293]","[1.352, 0.809, 0.78, 0.32, 1.253, 0.616, 1.358, 0.637]","['C_0303', 'DPA1_0103', 'DPA1_0201', 'DPB1_1101', 'DQB1_0301', 'DQB1_0604', 'DRB1_0401', 'DRB1_1302']",3 -Polymyalgia Rheumatica,9,11,"[0.01592, 0.02469, 0.01382, 0.0004771, 0.04742, 0.02171, 0.007058, 0.0001985, 1.311e-06, 0.0002774, 0.000802, 0.04093, 0.011, 6.241e-05, 0.0001971, 0.02537, 0.02585]","[0.556, 0.446, 1.789, 0.565, 1.414, 0.579, 1.923, 0.602, 1.639, 0.556, 1.469, 0.532, 0.498, 1.571, 0.602, 0.447, 0.61]","['A_2902', 'B_1302', 'B_4901', 'C_0602', 'C_0802', 'C_1601', 'DPB1_1401', 'DQA1_0201', 'DQA1_0301', 'DQB1_0202', 'DQB1_0302', 'DQB1_0503', 'DQB1_0604', 'DRB1_0401', 'DRB1_0701', 'DRB1_0801', 'DRB1_1302']",3 -Polymyositis,11,9,"[1.54e-05, 0.04822, 0.0007912, 0.01021, 2.656e-05, 0.01041, 6.382e-05]","[2.761, 0.312, 2.189, 1.827, 2.674, 0.467, 2.557]","['B_0801', 'C_0303', 'C_0701', 'DQA1_0501', 'DQB1_0201', 'DQB1_0301', 'DRB1_0301']",3 -Polyneuropathy in diabetes,7,10,"[0.01483, 0.02931, 0.03861, 0.01618, 0.007291, 0.02026, 0.005599, 0.003232, 0.004673, 0.01114, 0.04391, 0.005461, 0.001754]","[1.449, 0.457, 1.254, 1.239, 1.283, 0.769, 1.302, 0.754, 1.325, 0.767, 0.744, 1.304, 0.72]","['A_6801', 'B_3701', 'C_0304', 'DPA1_0103', 'DPA1_0201', 'DPB1_0402', 'DQB1_0201', 'DQB1_0301', 'DQB1_0302', 'DQB1_0602', 'DQB1_0603', 'DRB1_0301', 'DRB1_1501']",3 -Portal hypertension,11,12,"[0.0125, 0.03791, 0.002956, 0.006333, 0.01964, 0.006761, 0.02007, 0.00289, 0.02661]","[0.709, 1.293, 1.574, 1.432, 1.31, 1.403, 1.591, 0.685, 1.517]","['A_0301', 'B_0801', 'B_3501', 'C_0401', 'C_0701', 'DPB1_0301', 'DQA1_0401', 'DQB1_0301', 'DQB1_0604']",3 -Postmenopausal atrophic vaginitis,8,10,"[0.04855, 0.04823, 0.003456, 0.02124]","[0.76, 0.764, 1.399, 1.32]","['B_0702', 'C_0702', 'DPA1_0103', 'DPA1_0201']",3 -Postoperative shock,12,11,"[0.00155, 0.03063, 0.01909, 0.0004058, 0.00879, 0.0285, 0.002627]","[3.296, 2.452, 0.292, 4.027, 3.183, 0.269, 3.78]","['A_2902', 'C_1601', 'DQA1_0101', 'DQA1_0401', 'DQB1_0402', 'DQB1_0501', 'DRB1_0801']",3 -Premature beats,7,12,"[0.01553, 0.03216, 0.02704, 0.0004243, 0.008947, 0.03787]","[0.62, 1.779, 0.723, 2.08, 1.312, 1.446]","['B_3501', 'B_3901', 'C_0401', 'C_0704', 'DPA1_0103', 'DPA1_0202']",3 -Primary biliary cirrhosis,12,11,"[0.03269, 0.008449, 0.02007, 0.02702, 0.0004469, 0.0003728, 0.0002364, 3.834e-08, 0.03614, 7.555e-05, 0.04143, 2.788e-08, 0.000834, 0.03023, 0.0005775, 2.725e-09, 0.01693, 0.0006051]","[1.605, 1.463, 1.369, 1.366, 1.66, 0.621, 0.565, 2.852, 1.353, 0.525, 1.357, 2.967, 0.544, 1.367, 1.865, 3.319, 0.491, 0.539]","['A_3201', 'B_0801', 'DPA1_0103', 'DPA1_0201', 'DPB1_0301', 'DPB1_0401', 'DQA1_0102', 'DQA1_0401', 'DQB1_0201', 'DQB1_0301', 'DQB1_0302', 'DQB1_0402', 'DQB1_0602', 'DRB1_0301', 'DRB1_0404', 'DRB1_0801', 'DRB1_1101', 'DRB1_1501']",3 -Primary hypercoagulable state,6,12,"[0.003355, 0.02668, 0.01976, 0.006689, 0.04626]","[0.382, 1.584, 0.257, 0.592, 0.666]","['A_2402', 'B_1501', 'B_5701', 'DPA1_0103', 'DPA1_0201']",3 -Ptosis of eyelid,8,10,"[0.002466, 0.01285, 0.01674, 0.04396, 0.04546, 0.04981]","[1.55, 1.456, 2.002, 1.336, 1.368, 1.732]","['DPA1_0103', 'DPA1_0201', 'DPB1_1001', 'DQA1_0501', 'DQB1_0201', 'DRB1_0801']",3 -Purpura and other hemorrhagic conditions,6,12,"[0.04404, 0.03232, 0.03364, 0.03563, 0.009537, 0.0412, 0.005185, 0.005143, 0.00423, 0.003571]","[1.149, 1.372, 0.812, 0.758, 0.817, 1.129, 0.783, 0.801, 0.592, 0.785]","['A_1101', 'B_1401', 'B_5701', 'DPB1_0501', 'DQA1_0103', 'DQB1_0202', 'DQB1_0303', 'DQB1_0603', 'DRB1_0901', 'DRB1_1301']",3 -Renal failure NOS,7,10,"[0.01762, 0.04524, 0.007436, 0.02854, 0.03097, 0.01509, 0.02786, 0.001629, 0.004687, 0.003442, 0.0308]","[0.482, 0.525, 1.31, 1.344, 0.499, 0.66, 1.23, 1.38, 1.938, 1.351, 0.682]","['A_2601', 'B_5501', 'DPA1_0201', 'DPB1_0101', 'DPB1_0501', 'DQA1_0103', 'DQA1_0501', 'DQB1_0201', 'DRB1_0103', 'DRB1_0301', 'DRB1_1301']",3 -Reticulosarcoma,10,8,"[0.003315, 0.03009, 0.01322]","[2.175, 1.438, 1.535]","['DPB1_1101', 'DQB1_0501', 'DRB1_0101']",3 -Retinal detachments and defects,10,12,"[0.01819, 0.00286, 0.03193, 0.03556, 0.02102]","[1.452, 0.648, 0.704, 1.706, 0.688]","['A_2402', 'DQA1_0102', 'DQB1_0602', 'DRB1_0801', 'DRB1_1501']",3 -Rheumatoid arthritis,11,8,"[0.001042, 0.03925, 0.009399, 0.0005041, 0.007574, 0.03572, 0.002788, 0.04986, 0.027, 0.03148, 0.007622, 0.004789, 0.009924, 0.01523, 0.02268, 0.001131, 0.005957, 0.03654, 5.92e-06, 4.016e-07, 0.001425, 4.006e-07, 5.607e-17, 0.005474, 4.939e-05, 0.004114, 2.475e-10, 1.639e-09, 0.01185, 0.001161, 0.0001724, 0.007126, 1.365e-10, 0.04669, 2.144e-25, 0.02017, 4.116e-07, 0.01269, 0.004101, 0.0002415, 0.0003411, 0.001598]","[0.78, 0.857, 1.206, 1.341, 0.695, 0.749, 1.266, 0.76, 0.744, 0.754, 0.831, 0.809, 1.203, 0.82, 1.369, 0.529, 0.523, 0.574, 1.359, 0.702, 0.703, 0.66, 1.7, 0.834, 0.688, 1.206, 1.56, 1.521, 0.65, 0.779, 0.652, 0.668, 1.591, 0.608, 2.018, 1.264, 0.66, 0.747, 0.553, 0.644, 0.61, 0.788]","['A_0301', 'B_0702', 'B_0801', 'B_1501', 'B_1801', 'B_5701', 'C_0304', 'C_0802', 'C_1203', 'C_1601', 'DPA1_0103', 'DPA1_0201', 'DPB1_0201', 'DPB1_0301', 'DPB1_0601', 'DPB1_1101', 'DPB1_1301', 'DPB1_1701', 'DQA1_0101', 'DQA1_0102', 'DQA1_0103', 'DQA1_0201', 'DQA1_0301', 'DQA1_0501', 'DQB1_0202', 'DQB1_0301', 'DQB1_0302', 'DQB1_0501', 'DQB1_0503', 'DQB1_0602', 'DQB1_0603', 'DQB1_0604', 'DRB1_0101', 'DRB1_0103', 'DRB1_0401', 'DRB1_0404', 'DRB1_0701', 'DRB1_1101', 'DRB1_1104', 'DRB1_1301', 'DRB1_1302', 'DRB1_1501']",3 -Rheumatoid arthritis and other inflammatory polyarthropathies,11,8,"[0.006642, 0.01641, 0.01154, 0.01867, 0.01636, 0.006506, 0.03147, 0.02364, 0.04282, 0.002793, 0.005394, 0.01286, 0.004418, 0.049, 3.611e-08, 3.151e-06, 0.008775, 5.837e-08, 1.386e-11, 0.02296, 3.283e-06, 0.01182, 3.844e-07, 0.03111, 4.617e-12, 0.04878, 0.004878, 0.001151, 0.003485, 7.44e-14, 0.03542, 2.391e-19, 8.474e-08, 0.01083, 0.02982, 0.003845, 0.0001427, 0.003937]","[0.836, 1.167, 1.215, 1.254, 0.746, 1.213, 0.767, 0.77, 0.884, 1.209, 0.817, 1.355, 0.633, 0.648, 1.39, 0.753, 0.781, 0.677, 1.463, 0.877, 0.684, 1.158, 1.381, 0.799, 1.532, 0.756, 0.828, 0.73, 0.681, 1.615, 0.629, 1.732, 0.68, 0.772, 0.701, 0.748, 0.633, 0.826]","['A_0301', 'B_0801', 'B_1501', 'B_2705', 'B_5701', 'C_0304', 'C_0802', 'C_1601', 'DPA1_0103', 'DPB1_0201', 'DPB1_0301', 'DPB1_0601', 'DPB1_1101', 'DPB1_1701', 'DQA1_0101', 'DQA1_0102', 'DQA1_0103', 'DQA1_0201', 'DQA1_0301', 'DQA1_0501', 'DQB1_0202', 'DQB1_0301', 'DQB1_0302', 'DQB1_0303', 'DQB1_0501', 'DQB1_0503', 'DQB1_0602', 'DQB1_0603', 'DQB1_0604', 'DRB1_0101', 'DRB1_0103', 'DRB1_0401', 'DRB1_0701', 'DRB1_1101', 'DRB1_1104', 'DRB1_1301', 'DRB1_1302', 'DRB1_1501']",3 -Rotator cuff (capsule) sprain,8,12,"[0.04038, 0.02773]","[1.343, 1.519]","['DQA1_0102', 'DQB1_0603']",3 -Sciatica,8,9,"[0.03412, 0.03257, 0.03139, 0.02831]","[1.395, 1.296, 1.392, 1.42]","['C_0303', 'DPA1_0201', 'DQA1_0103', 'DRB1_1301']",3 -Secondary malignant neoplasm of digestive systems,9,10,"[3.718e-05, 0.02106, 0.04106, 0.03967, 0.02475, 0.009956, 0.03445, 0.01744, 0.00547, 0.03265, 0.004946]","[2.008, 1.407, 0.792, 0.809, 0.799, 0.755, 0.775, 1.278, 0.729, 1.692, 0.725]","['A_2501', 'A_2902', 'B_0801', 'C_0701', 'DPA1_0103', 'DPA1_0201', 'DPB1_0301', 'DPB1_0402', 'DQB1_0201', 'DQB1_0502', 'DRB1_0301']",3 -Secondary thrombocytopenia,6,11,"[0.0426, 0.04638, 0.02296, 0.04242, 0.03928, 0.02733]","[0.783, 1.736, 1.723, 0.793, 0.589, 1.286]","['B_0702', 'B_1401', 'B_3503', 'C_0701', 'DPA1_0202', 'DPB1_0402']",3 -Senile osteoporosis,9,11,"[0.04663, 0.01222, 0.02002, 0.01628, 0.01864, 0.04786, 0.006459]","[0.623, 0.647, 0.715, 1.577, 1.214, 1.181, 1.29]","['B_1302', 'B_1801', 'B_3501', 'C_0704', 'DQA1_0301', 'DQB1_0301', 'DRB1_0401']",3 -Sepsis,9,12,"[0.03499, 0.04431, 0.01438, 0.02997]","[1.206, 1.263, 1.474, 0.855]","['A_1101', 'A_3201', 'B_3701', 'C_0702']",3 -Sepsis and SIRS,9,12,"[0.01178, 0.01669, 0.03778]","[1.225, 1.49, 0.732]","['A_1101', 'B_3901', 'DQB1_0402']",3 -Short stature,10,11,"[0.01063, 0.009761, 0.04377]","[1.384, 0.552, 0.633]","['A_0101', 'DQA1_0103', 'DRB1_1301']",3 -Sicca syndrome,11,9,"[0.004748, 0.0006823, 1.455e-06, 0.008442, 0.007613, 0.04025, 2.592e-06, 0.01226, 0.001798, 9.703e-05, 2.595e-08, 0.01422, 0.03126, 5.039e-08, 0.03221]","[1.601, 2.552, 2.245, 1.895, 0.149, 0.51, 2.165, 1.555, 0.492, 1.904, 2.509, 0.56, 0.581, 2.465, 0.409]","['A_0101', 'A_2501', 'B_0801', 'B_1801', 'B_2705', 'C_0303', 'C_0701', 'DPB1_0201', 'DQA1_0101', 'DQA1_0501', 'DQB1_0201', 'DQB1_0501', 'DRB1_0101', 'DRB1_0301', 'DRB1_0404']",3 -Sinoatrial node dysfunction (Bradycardia),7,11,"[0.04673, 0.002777, 0.01391, 0.04022, 0.04117]","[1.503, 1.484, 0.787, 1.176, 1.519]","['A_3001', 'A_3201', 'C_0501', 'DPA1_0201', 'DPB1_1701']",3 -Skull and face fracture and other intercranial injury,9,12,"[0.01711, 0.0302, 0.02644, 0.03091]","[0.732, 1.278, 0.505, 0.574]","['A_0101', 'A_0201', 'DQB1_0604', 'DRB1_1302']",3 -Sleep related movement disorders,11,9,"[0.04674, 9.166e-05, 0.02215, 0.02349, 0.04312, 0.0421, 0.03753, 0.005775, 0.03659, 0.00481, 0.004674]","[1.299, 0.601, 1.987, 1.371, 0.681, 0.692, 1.317, 1.455, 1.33, 1.467, 0.599]","['A_0101', 'A_0201', 'A_3001', 'B_0801', 'C_0401', 'C_0501', 'C_0701', 'DQB1_0201', 'DQB1_0602', 'DRB1_0301', 'DRB1_0401']",3 -Splenomegaly,11,12,"[0.006722, 0.006891, 0.01598, 0.03513, 0.01647]","[0.416, 0.354, 1.404, 1.607, 1.422]","['B_5101', 'B_5701', 'DPB1_0301', 'DQA1_0401', 'DQB1_0202']",3 -Spondylosis with myelopathy,7,12,[0.04724],[0.366],['DPA1_0202'],3 -Spontaneous ecchymoses,11,11,"[0.009696, 0.03031, 0.0232]","[2.225, 2.405, 2.676]","['B_1501', 'DQA1_0401', 'DRB1_0801']",3 -Sprains and strains,8,12,"[0.006391, 0.03363, 0.006179]","[1.604, 0.869, 1.608]","['C_1402', 'DQA1_0301', 'DQB1_0502']",3 -Sprains and strains of back and neck,8,12,[0.02528],[0.752],['C_0401'],3 -Stiffness of joint,11,11,"[0.04651, 0.007141, 0.02046, 0.01107, 0.002632]","[1.486, 0.723, 1.6, 1.935, 1.861]","['DQA1_0401', 'DQB1_0301', 'DQB1_0402', 'DRB1_0103', 'DRB1_0801']",3 -Stomatitis and mucositis (ulcerative),10,11,"[0.01, 0.00734, 0.04438]","[1.621, 2.348, 0.478]","['A_0101', 'A_2501', 'B_1501']",3 -Subarachnoid hemorrhage (injury),8,12,[0.03436],[1.843],['DQB1_0603'],3 -Substance addiction and disorders,11,11,"[0.009095, 0.03811, 0.03904, 0.04329, 0.009066, 0.007362, 0.008746, 0.02034, 0.0348, 0.02044, 0.004068]","[0.524, 1.313, 0.738, 1.401, 1.231, 1.481, 1.266, 1.437, 0.75, 1.235, 1.591]","['A_2601', 'B_1801', 'B_4403', 'DPB1_0601', 'DQA1_0301', 'DQA1_0401', 'DQB1_0302', 'DQB1_0402', 'DQB1_0603', 'DRB1_0401', 'DRB1_0801']",3 -Superficial cellulitis and abscess,7,10,"[0.04928, 0.01367, 0.04308, 0.03181, 0.02232, 0.008493, 0.0005946, 0.0298, 0.01814]","[1.315, 1.328, 0.888, 1.103, 1.116, 1.189, 0.826, 0.904, 0.75]","['B_1401', 'B_4901', 'C_0401', 'DPA1_0103', 'DPA1_0201', 'DPB1_0101', 'DPB1_0402', 'DQB1_0301', 'DRB1_1104']",3 -Suppurative and unspecified otitis media,7,9,"[0.02714, 0.02596, 0.0475, 0.01964, 0.01125, 0.04141, 0.04923, 0.03166, 0.03759, 0.04775, 0.005852]","[1.191, 0.808, 1.292, 1.304, 0.789, 1.58, 1.175, 1.203, 0.842, 0.488, 1.655]","['A_0201', 'B_0702', 'B_5101', 'C_0303', 'C_0702', 'C_1402', 'DPA1_0103', 'DPA1_0201', 'DPB1_0401', 'DRB1_0103', 'DRB1_1401']",3 -Symptoms and disorders of the joints,9,11,"[0.01823, 0.04378, 0.0292, 0.04435, 0.02392, 0.0023, 0.00647]","[1.464, 0.796, 1.323, 0.862, 1.472, 1.497, 0.488]","['B_3503', 'B_4403', 'DQB1_0402', 'DQB1_0602', 'DRB1_0103', 'DRB1_0801', 'DRB1_0901']",3 -Synovitis and tenosynovitis,9,11,"[0.01089, 0.009074, 0.01298, 0.003001, 0.038, 0.01461, 0.01415]","[0.511, 1.406, 1.51, 0.751, 0.81, 0.57, 0.47]","['A_2501', 'C_0202', 'DPB1_0601', 'DQA1_0101', 'DQB1_0501', 'DQB1_0503', 'DRB1_1401']",3 -Systemic inflammatory response syndrome (SIRS),8,12,"[0.01621, 0.0186, 0.04146, 0.006816, 0.03016, 0.02983, 0.01806, 0.001894, 0.04117]","[0.586, 0.406, 1.276, 0.256, 1.608, 0.623, 0.304, 2.244, 0.629]","['DQA1_0103', 'DQA1_0401', 'DQB1_0301', 'DQB1_0402', 'DQB1_0503', 'DQB1_0603', 'DRB1_0801', 'DRB1_1201', 'DRB1_1301']",3 -Systemic lupus erythematosus,11,9,"[0.0008042, 0.008327, 0.03898, 8.512e-05, 0.03994, 0.0008051, 0.01535, 0.001801, 0.01444, 0.02662, 1.995e-06, 0.006112, 0.004374, 1.183e-06, 0.01518, 0.002855]","[1.407, 0.769, 1.712, 1.522, 1.528, 1.409, 0.334, 1.367, 0.643, 1.246, 1.64, 0.738, 1.358, 1.658, 0.726, 1.373]","['A_0101', 'A_0201', 'A_3001', 'B_0801', 'B_1302', 'C_0701', 'C_0704', 'DQA1_0102', 'DQA1_0103', 'DQA1_0501', 'DQB1_0201', 'DQB1_0301', 'DQB1_0602', 'DRB1_0301', 'DRB1_0401', 'DRB1_1501']",3 -Tachycardia NOS,10,9,"[0.005153, 0.01027, 0.01604, 0.03937, 0.008212, 0.03531, 0.04326, 0.03655]","[1.326, 1.248, 1.289, 1.193, 1.193, 0.899, 0.7, 1.125]","['A_2501', 'A_3201', 'B_5501', 'C_0102', 'C_0303', 'C_0701', 'DQB1_0502', 'DRB1_0101']",3 -Throat pain,10,8,"[0.03402, 0.02426, 0.006079, 0.03811, 0.03824, 0.0257]","[1.619, 1.642, 0.491, 1.608, 0.546, 1.696]","['B_0801', 'DQA1_0101', 'DQA1_0102', 'DQB1_0501', 'DQB1_0602', 'DRB1_0101']",3 -Thyroiditis,11,9,"[0.02706, 0.01035, 0.0132, 0.03653, 0.03835, 0.01988, 0.04661]","[1.409, 1.52, 1.468, 2.061, 1.366, 0.307, 0.486]","['A_0101', 'B_0801', 'C_0701', 'DPB1_1401', 'DQA1_0501', 'DQB1_0604', 'DRB1_1302']",3 -Thyrotoxicosis with or without goiter,12,10,"[0.0002002, 0.009107, 0.02112, 0.01444, 0.0346, 0.04171, 0.03407, 2.313e-05, 2.419e-05, 8.96e-06, 0.03406]","[2.136, 0.609, 0.736, 0.584, 1.328, 1.648, 0.782, 1.486, 1.528, 1.561, 0.782]","['B_3503', 'B_4403', 'C_0501', 'C_1601', 'DPB1_0101', 'DPB1_1701', 'DQA1_0201', 'DQA1_0501', 'DQB1_0201', 'DRB1_0301', 'DRB1_0701']",3 -Tinnitus,6,10,"[0.002779, 0.04639, 0.01833, 0.01357, 0.04448]","[2.299, 0.589, 0.736, 1.379, 1.286]","['B_1401', 'C_0202', 'DPA1_0103', 'DPB1_0301', 'DQB1_0602']",3 -Traumatic amputation,8,12,"[0.01873, 0.02164]","[1.877, 1.915]","['DQA1_0301', 'DQB1_0302']",3 -Traumatic and surgical subcutaneous emphysema,7,12,[0.04037],[0.232],['DPA1_0202'],3 -Trigeminal nerve disorders [CN5],11,11,"[0.004387, 1.7e-05, 0.01389, 0.04094, 0.002167, 0.004384, 0.00617]","[0.532, 2.707, 0.531, 1.433, 2.211, 0.532, 2.165]","['DQA1_0201', 'DQA1_0401', 'DQB1_0202', 'DQB1_0302', 'DQB1_0402', 'DRB1_0701', 'DRB1_0801']",3 -Type 1 diabetes,12,7,"[0.003617, 0.0006192, 0.006489, 0.02126, 5.083e-06, 1.534e-11, 0.004975, 0.007916, 9.89e-08, 4.25e-05, 0.02828, 0.02289, 0.04374, 4.541e-08, 0.0125, 0.003777, 1.358e-07, 0.0001089, 0.03986, 0.013, 8.053e-07, 0.03814, 7.499e-05, 1.309e-17, 1.911e-06, 1.333e-05, 2.319e-31, 7.543e-10, 2.478e-29, 0.001685, 1.946e-11, 4.6129999999999996e-54, 0.00375, 0.02118, 0.002411, 6.077e-17, 1.529e-05, 0.01522, 2.162e-29, 1.1820000000000002e-26, 7.323e-05, 1.274e-05, 0.000232, 0.005568, 2.157e-05, 0.0048, 8.188e-17]","[1.333, 0.526, 0.353, 0.262, 0.559, 1.95, 0.341, 0.426, 1.868, 1.792, 1.338, 0.739, 0.628, 1.815, 0.705, 0.657, 1.665, 0.63, 0.623, 1.313, 0.481, 1.499, 0.615, 0.327, 0.335, 0.563, 3.178, 1.803, 2.934, 0.634, 0.44, 4.42, 0.691, 0.099, 0.337, 0.205, 0.394, 0.72, 2.938, 2.816, 1.713, 0.562, 0.445, 0.318, 0.377, 0.194, 0.225]","['A_0101', 'A_1101', 'A_2501', 'A_3001', 'B_0702', 'B_0801', 'B_1302', 'B_1402', 'B_1501', 'B_1801', 'B_4001', 'B_4402', 'B_5701', 'C_0304', 'C_0401', 'C_0602', 'C_0701', 'C_0702', 'C_0802', 'DPB1_0301', 'DPB1_0402', 'DPB1_0601', 'DQA1_0101', 'DQA1_0102', 'DQA1_0103', 'DQA1_0201', 'DQA1_0301', 'DQA1_0501', 'DQB1_0201', 'DQB1_0202', 'DQB1_0301', 'DQB1_0302', 'DQB1_0501', 'DQB1_0502', 'DQB1_0503', 'DQB1_0602', 'DQB1_0603', 'DRB1_0101', 'DRB1_0301', 'DRB1_0401', 'DRB1_0404', 'DRB1_0701', 'DRB1_1101', 'DRB1_1104', 'DRB1_1301', 'DRB1_1401', 'DRB1_1501']",3 -Type 1 diabetes with ketoacidosis,12,7,"[0.01517, 0.008698, 0.0001095, 3.343e-05, 0.001489, 6.749e-07, 0.02935, 0.01737, 0.000133, 0.04204, 0.005887, 1.33e-05, 0.01478, 0.00223, 1.018e-11, 0.004279, 1.334e-08, 0.03927, 0.0003435, 9.957e-18, 0.01564, 9.842e-09, 6.87e-14, 0.002209, 0.03125, 0.01963]","[0.087, 0.427, 2.352, 2.744, 2.269, 3.07, 0.422, 0.364, 2.302, 0.56, 0.337, 0.215, 0.086, 0.32, 5.733, 1.874, 3.465, 0.464, 0.327, 7.093, 0.088, 3.505, 5.276, 0.32, 0.214, 0.096]","['A_1101', 'B_0702', 'B_0801', 'B_1501', 'B_4001', 'C_0304', 'C_0401', 'C_0602', 'C_0701', 'C_0702', 'DPB1_0402', 'DQA1_0102', 'DQA1_0103', 'DQA1_0201', 'DQA1_0301', 'DQA1_0501', 'DQB1_0201', 'DQB1_0202', 'DQB1_0301', 'DQB1_0302', 'DQB1_0603', 'DRB1_0301', 'DRB1_0401', 'DRB1_0701', 'DRB1_1101', 'DRB1_1301']",3 -Type 1 diabetes with neurological manifestations,12,7,"[0.02086, 0.003684, 0.02948, 7.676e-06, 7.713e-05, 0.003531, 8.216e-05, 0.04888, 1.219e-08, 0.04787, 5.659e-05, 0.002669, 3.02e-14, 0.04513, 0.04969, 0.04487, 1.649e-05, 7.064e-10]","[0.098, 0.336, 1.714, 3.103, 2.661, 0.354, 0.246, 0.313, 4.373, 1.591, 2.585, 0.387, 6.257, 0.133, 0.314, 2.047, 2.757, 4.271]","['A_1101', 'B_0702', 'B_0801', 'B_1501', 'C_0304', 'C_0702', 'DQA1_0102', 'DQA1_0103', 'DQA1_0301', 'DQA1_0501', 'DQB1_0201', 'DQB1_0301', 'DQB1_0302', 'DQB1_0303', 'DQB1_0603', 'DQB1_0604', 'DRB1_0301', 'DRB1_0401']",3 -Type 1 diabetes with ophthalmic manifestations,12,7,"[0.03765, 0.005992, 0.01061, 0.0001726, 0.0003883, 0.03204, 0.005618, 0.02591, 0.0197, 1.036e-05, 0.02128, 0.009049, 1.467e-09, 0.0154, 4.562e-07, 0.0001052, 2.707e-16, 0.001174, 0.02168, 3.702e-07, 2.495e-08, 0.0159, 0.008982, 0.03481, 0.02858, 0.001014]","[0.294, 0.376, 1.853, 2.639, 2.414, 1.655, 0.39, 0.595, 2.96, 0.153, 0.098, 0.376, 4.864, 1.756, 3.218, 0.234, 7.326, 0.038, 0.099, 3.248, 3.642, 2.092, 0.376, 0.119, 0.11, 0.037]","['A_1101', 'B_0702', 'B_0801', 'B_1501', 'C_0304', 'C_0701', 'C_0702', 'DPB1_0401', 'DPB1_1401', 'DQA1_0102', 'DQA1_0103', 'DQA1_0201', 'DQA1_0301', 'DQA1_0501', 'DQB1_0201', 'DQB1_0301', 'DQB1_0302', 'DQB1_0602', 'DQB1_0603', 'DRB1_0301', 'DRB1_0401', 'DRB1_0404', 'DRB1_0701', 'DRB1_1101', 'DRB1_1301', 'DRB1_1501']",3 -Type 1 diabetes with renal manifestations,12,7,"[0.02086, 0.02412, 0.0001725, 0.02943, 0.0004452, 0.03509, 0.04802, 5.147e-05, 0.02039, 0.007855, 6.442e-09, 0.006114, 6.203e-06, 0.002952, 1.8e-15, 0.04217, 0.0002731, 0.02103, 1.623e-06, 4.321e-07, 0.005974, 0.007784, 0.0445, 0.02772, 0.0002066]","[0.47, 1.729, 2.634, 1.878, 2.387, 0.408, 0.495, 0.237, 0.097, 0.37, 4.353, 1.889, 2.835, 0.404, 6.658, 0.129, 0.117, 0.098, 3.018, 3.218, 2.262, 0.37, 0.237, 0.109, 0.112]","['B_0702', 'B_0801', 'B_1501', 'C_0303', 'C_0304', 'C_0602', 'DPB1_0402', 'DQA1_0102', 'DQA1_0103', 'DQA1_0201', 'DQA1_0301', 'DQA1_0501', 'DQB1_0201', 'DQB1_0301', 'DQB1_0302', 'DQB1_0303', 'DQB1_0602', 'DQB1_0603', 'DRB1_0301', 'DRB1_0401', 'DRB1_0404', 'DRB1_0701', 'DRB1_1101', 'DRB1_1301', 'DRB1_1501']",3 -Type 2 diabetes,7,10,"[0.01133, 0.01981, 0.04763, 0.0003553, 0.001018, 0.04476, 0.03531, 0.03704, 0.03935, 0.03711, 0.01925, 0.004392, 0.03836, 0.01364, 0.04881, 0.04707, 0.007684, 0.005956, 0.005036, 0.01228]","[0.801, 0.821, 0.788, 1.256, 1.158, 0.924, 0.859, 0.867, 0.765, 1.08, 1.096, 1.167, 0.892, 1.104, 1.083, 1.093, 0.905, 0.857, 0.702, 1.106]","['A_2601', 'B_1402', 'B_3801', 'B_5701', 'C_0602', 'C_0702', 'C_0802', 'C_1203', 'C_1402', 'DPA1_0103', 'DPA1_0201', 'DPB1_0101', 'DQA1_0103', 'DQA1_0201', 'DQB1_0201', 'DQB1_0202', 'DQB1_0301', 'DQB1_0603', 'DRB1_0407', 'DRB1_0701']",3 -Type 2 diabetes with neurological manifestations,7,10,"[0.02078, 0.002357, 0.02328, 0.02374, 0.0001662, 3.144e-05, 0.005509, 0.01245, 0.04974, 0.04305]","[0.629, 1.469, 0.462, 1.426, 1.318, 1.375, 1.338, 1.527, 0.859, 0.845]","['A_2601', 'A_6801', 'C_1402', 'C_1502', 'DPA1_0103', 'DPA1_0201', 'DPB1_0101', 'DPB1_1301', 'DQB1_0301', 'DRB1_1501']",3 -Type 2 diabetes with renal manifestations,8,11,"[0.0254, 0.04638, 0.04908, 0.01711, 0.006961, 0.03249, 0.0005475, 0.0158, 0.005651, 0.0006475, 0.004369]","[0.753, 0.66, 0.542, 1.208, 1.251, 1.179, 1.338, 0.817, 0.774, 1.334, 0.771]","['A_1101', 'A_2601', 'B_3801', 'DPA1_0103', 'DPA1_0201', 'DQA1_0501', 'DQB1_0201', 'DQB1_0301', 'DQB1_0602', 'DRB1_0301', 'DRB1_1501']",3 -Ulcerative colitis,9,8,"[0.03688, 0.03117, 0.008245, 0.02476, 0.000502, 0.005485, 0.02056, 0.03141, 0.04624, 0.02123, 0.002991, 0.002525, 0.04932, 0.03752]","[1.479, 0.571, 0.552, 1.495, 0.588, 0.588, 0.488, 0.337, 1.346, 0.385, 2.442, 0.552, 1.46, 0.509]","['B_3501', 'B_4001', 'C_0304', 'DQA1_0103', 'DQA1_0301', 'DQB1_0302', 'DQB1_0303', 'DQB1_0402', 'DQB1_0501', 'DQB1_0604', 'DRB1_0103', 'DRB1_0401', 'DRB1_1101', 'DRB1_1302']",3 -Ulcerative colitis (chronic),9,8,"[0.006362, 0.04563, 0.009005, 0.01158, 0.02452, 0.01695, 0.01556, 0.01336, 0.04473, 0.04253]","[0.365, 0.579, 0.542, 1.712, 1.777, 1.705, 2.789, 0.453, 0.578, 1.719]","['C_0501', 'DQA1_0201', 'DQA1_0301', 'DQB1_0501', 'DQB1_0603', 'DRB1_0101', 'DRB1_0103', 'DRB1_0401', 'DRB1_0701', 'DRB1_1301']",3 -Umbilical hernia,9,9,"[0.04234, 0.0155, 0.01705, 0.02365]","[1.5, 1.5, 1.574, 1.545]","['B_3501', 'C_0401', 'DQA1_0103', 'DQB1_0603']",3 -Unspecified diffuse connective tissue disease,10,7,"[0.03683, 0.01494, 0.008853]","[2.361, 2.054, 2.198]","['C_0102', 'DQA1_0101', 'DQB1_0501']",3 -"stress incontinence, female",10,7,"[0.01009, 0.001605, 0.026, 0.0326]","[0.712, 0.66, 1.287, 1.291]","['B_0702', 'C_0702', 'DQA1_0101', 'DQB1_0501']",3 +Abdominal hernia,12,4,"[0.02086, 0.02714, 0.02319, 0.03119]","[0.873, 0.885, 0.882, 1.33]","['DPB1_0301', 'DQB1_0201', 'DRB1_0301', 'DRB1_1201']",3 +Abnormal involuntary movements,16,1,"[0.04489, 0.01545, 0.0365, 0.006266, 0.03633, 0.03097, 0.04303]","[1.458, 0.491, 0.801, 0.725, 1.227, 0.765, 1.598]","['A_2501', 'A_2601', 'DQA1_0101', 'DQB1_0501', 'DQB1_0602', 'DRB1_0101', 'DRB1_1201']",3 +Abnormal posture,12,5,"[0.02211, 0.02204, 0.02314, 0.02969, 0.02674, 0.00682, 0.01774, 0.03581]","[1.604, 1.896, 2.446, 2.349, 1.548, 0.48, 2.022, 0.633]","['B_0801', 'B_1801', 'B_3503', 'B_3701', 'C_0701', 'DPA1_0201', 'DPA1_0202', 'DQA1_0301']",3 +Acquired foot deformities,17,4,"[0.008508, 0.03274, 0.04171, 0.00323, 0.0006564, 0.01174]","[0.705, 0.807, 0.841, 1.241, 1.324, 1.608]","['B_3501', 'C_0401', 'DQA1_0101', 'DQA1_0301', 'DQB1_0302', 'DRB1_1201']",3 +Acquired hemolytic anemias,18,8,"[0.02559, 0.03149, 0.03847, 0.009642, 0.02931, 0.006991, 0.04168]","[1.689, 1.434, 1.791, 0.158, 1.398, 0.293, 0.477]","['A_2902', 'B_0801', 'B_1402', 'B_5701', 'DQA1_0501', 'DQB1_0303', 'DRB1_0404']",3 +Acute gastritis,18,4,"[0.03793, 0.0179, 0.04215]","[1.874, 2.003, 0.346]","['A_0201', 'A_0301', 'DPB1_0301']",3 +Acute laryngitis and tracheitis,14,2,"[0.04439, 0.04437, 0.01438, 0.01417, 0.03808, 0.01225, 0.02321]","[0.546, 2.557, 0.516, 0.173, 0.546, 2.955, 0.505]","['B_0801', 'B_3901', 'C_0701', 'DPB1_0101', 'DQB1_0201', 'DQB1_0502', 'DRB1_0301']",3 +Acute osteomyelitis,17,4,"[0.009903, 0.03585, 0.03984, 0.04345]","[1.593, 0.485, 1.462, 0.479]","['DQB1_0302', 'DQB1_0603', 'DRB1_0401', 'DRB1_1301']",3 +Acute sinusitis,14,2,"[0.01307, 0.01338, 0.0148, 0.03327, 0.03268, 0.02018, 0.04259]","[0.861, 0.557, 1.254, 0.862, 0.788, 0.885, 1.366]","['A_0301', 'B_1401', 'B_5701', 'C_0401', 'C_0802', 'DQA1_0501', 'DQB1_0502']",3 +Acute upper respiratory infections of multiple or unspecified sites,14,2,"[0.03541, 0.01484, 0.01493, 0.0373, 0.01048, 0.0055, 0.004897, 0.005953, 0.04865, 0.02253]","[0.907, 1.335, 1.247, 0.87, 1.298, 0.892, 0.873, 0.876, 0.76, 0.779]","['A_0301', 'A_3001', 'B_1302', 'DPB1_0101', 'DPB1_1001', 'DQA1_0501', 'DQB1_0201', 'DRB1_0301', 'DRB1_0901', 'DRB1_1104']",3 +Acute vascular insufficiency of intestine,16,5,"[0.02985, 0.02036, 0.04057]","[0.418, 0.448, 2.609]","['B_0801', 'C_0701', 'C_0704']",3 +"Acute, but ill-defined cerebrovascular disease",16,5,[0.03625],[1.446],['A_6801'],3 +Adjustment reaction,12,4,"[0.0428, 0.04206, 0.03289, 0.04566, 0.03334, 0.04578]","[0.563, 1.445, 0.697, 1.187, 0.829, 0.839]","['B_3503', 'B_4901', 'C_0102', 'DPB1_0301', 'DQB1_0201', 'DRB1_0301']",3 +"Agorophobia, social phobia, and panic disorder",17,7,"[0.04251, 0.03761, 0.03858, 0.01378, 0.03613, 0.008814, 0.03414]","[1.46, 0.421, 2.131, 2.173, 0.418, 0.387, 1.781]","['A_2402', 'B_2705', 'B_3901', 'B_4901', 'C_0202', 'DPB1_0101', 'DQB1_0503']",3 +Alkalosis,13,6,"[0.002567, 0.0395, 0.03244, 0.0468, 0.03793, 0.003735, 0.04996, 0.03733]","[1.761, 0.661, 2.186, 2.067, 0.523, 2.153, 0.684, 0.665]","['A_1101', 'B_0801', 'B_1401', 'B_3901', 'DPB1_0101', 'DPB1_1101', 'DQB1_0201', 'DRB1_0301']",3 +Allergic reaction to food,10,1,"[0.0139, 0.01582, 0.04917, 0.04063, 0.03077]","[2.655, 0.606, 1.833, 0.584, 2.061]","['C_1402', 'DQA1_0301', 'DQA1_0401', 'DQB1_0302', 'DRB1_0801']",3 +Amyotrophic Lateral Sclerosis,16,1,[0.04037],[2.144],['A_2501'],3 +Angina pectoris,16,5,"[0.004182, 0.003314, 0.008524, 0.00436, 0.04803]","[1.331, 0.364, 1.723, 0.628, 1.177]","['A_1101', 'B_3801', 'B_4002', 'C_1203', 'DRB1_0301']",3 +Anomalies of tooth position/malocclusion,13,2,"[0.02342, 0.001895, 0.03164, 0.01165, 0.009288]","[2.039, 3.218, 1.613, 1.792, 1.817]","['B_1801', 'DPB1_1301', 'DQA1_0102', 'DQB1_0602', 'DRB1_1501']",3 +Anterior horn cell disease,17,3,"[0.049, 0.01108, 0.04953, 0.04892]","[0.316, 0.448, 0.624, 0.624]","['B_5701', 'C_0602', 'DQA1_0201', 'DRB1_0701']",3 +Arteritis NOS,16,5,"[0.0382, 0.03995, 0.02144, 0.0403]","[0.471, 0.127, 1.498, 0.494]","['B_4403', 'DPB1_1101', 'DQB1_0302', 'DRB1_1301']",3 +Attention deficit hyperactivity disorder,17,7,"[0.02991, 0.007436, 0.02714, 0.03784, 0.004453, 0.03167]","[0.741, 0.657, 1.782, 0.695, 1.995, 1.639]","['A_0101', 'B_0801', 'B_4901', 'C_0602', 'DPB1_1001', 'DQB1_0503']",3 +Benign neoplasm of breast,17,8,"[0.0421, 0.0274, 0.02047, 0.01185, 0.04224, 0.03325, 0.03417]","[2.26, 2.418, 0.438, 1.874, 2.254, 2.231, 2.222]","['A_2601', 'B_5501', 'DPB1_0201', 'DPB1_0402', 'DPB1_1101', 'DQB1_0402', 'DQB1_0503']",3 +Benign neoplasm of eye,13,5,"[0.001888, 0.001825, 0.00512]","[2.46, 0.353, 2.558]","['DPA1_0202', 'DPB1_0201', 'DPB1_0501']",3 +"Benign neoplasm of lip, oral cavity, and pharynx",13,0,"[0.04946, 0.03372, 0.04761, 0.02199]","[0.641, 1.902, 1.596, 2.314]","['DPB1_0402', 'DPB1_0601', 'DRB1_0404', 'DRB1_0407']",3 +Blood in stool,17,6,"[0.01661, 0.03742, 0.001225, 0.04604, 0.0265, 0.0242, 0.04032]","[1.352, 1.281, 1.245, 1.174, 1.5, 1.255, 0.632]","['A_3101', 'C_0802', 'DQB1_0301', 'DRB1_0101', 'DRB1_0407', 'DRB1_1101', 'DRB1_1401']",3 +Bronchitis,14,2,"[0.03996, 0.0367, 0.02081, 0.01757, 0.01932, 0.03934, 0.04494]","[2.123, 1.651, 0.601, 1.845, 2.258, 1.823, 0.133]","['B_3901', 'B_5701', 'DPB1_0301', 'DQA1_0401', 'DQB1_0502', 'DRB1_0801', 'DRB1_1104']",3 +Bundle branch block,16,5,"[0.01504, 0.03497]","[0.242, 1.599]","['B_3801', 'C_0704']",3 +Cachexia,13,3,"[0.01256, 0.01142, 0.02391, 0.0086]","[1.992, 2.043, 0.56, 2.553]","['A_1101', 'B_4001', 'DQA1_0501', 'DQB1_0503']",3 +Cancer of esophagus,10,2,"[0.008322, 0.00272, 0.01423, 0.02381, 0.02476]","[1.644, 2.209, 1.665, 1.388, 1.385]","['B_4403', 'C_0704', 'C_1601', 'DQA1_0201', 'DRB1_0701']",3 +Cancer of eye,13,5,"[0.03547, 0.01196, 0.01813, 0.03205, 0.001047]","[2.639, 2.119, 2.077, 1.59, 2.87]","['B_1401', 'C_0802', 'DPA1_0202', 'DPB1_0201', 'DPB1_0501']",3 +Cancer of larynx,16,6,"[0.008785, 0.01547, 0.02375, 0.008748, 0.01716, 0.02407, 0.003235, 0.001452, 0.002347, 0.02474, 0.0214, 0.04622, 0.002093]","[1.669, 1.466, 1.228, 1.273, 0.374, 1.221, 1.565, 1.302, 1.319, 0.618, 0.812, 1.518, 1.29]","['A_3001', 'B_1302', 'C_0501', 'C_0602', 'C_1402', 'DPB1_0301', 'DPB1_1101', 'DQA1_0201', 'DQB1_0202', 'DQB1_0503', 'DQB1_0602', 'DRB1_0407', 'DRB1_0701']",3 +"Cancer of larynx, pharynx, nasal cavities",16,6,"[0.04892, 0.03211, 0.00304, 0.04808, 0.007536, 0.04219, 0.001367, 0.002618, 0.004323, 0.01401, 0.00916, 0.003605, 0.04372]","[1.15, 1.481, 1.51, 0.545, 1.246, 0.536, 1.546, 1.25, 1.263, 0.821, 1.604, 1.241, 0.577]","['A_0101', 'A_3001', 'B_1302', 'B_4002', 'C_0602', 'C_1402', 'DPB1_1101', 'DQA1_0201', 'DQB1_0202', 'DQB1_0602', 'DRB1_0407', 'DRB1_0701', 'DRB1_1201']",3 +Cancer of mouth,16,6,"[0.01819, 0.03367, 0.007699, 0.01037, 0.04736, 0.01477, 0.03919, 0.03963, 0.03575, 0.03271, 0.0419, 0.01102, 0.04996, 0.02097, 0.04318]","[1.506, 0.645, 0.495, 0.693, 1.222, 1.277, 1.436, 0.831, 0.736, 1.221, 1.21, 1.296, 0.82, 1.672, 1.209]","['A_2501', 'A_6801', 'B_1402', 'B_1501', 'B_4402', 'C_0501', 'DPB1_1101', 'DQA1_0102', 'DQA1_0103', 'DQA1_0201', 'DQB1_0201', 'DQB1_0202', 'DQB1_0602', 'DRB1_0407', 'DRB1_0701']",3 +Cancer of nasopharynx,14,5,"[0.004077, 9.26e-05, 0.002444, 0.0458, 0.005285, 0.01783, 0.03036]","[3.863, 4.163, 2.348, 0.483, 3.096, 0.384, 0.325]","['A_3001', 'B_1302', 'C_0602', 'C_0702', 'DPB1_0601', 'DQA1_0101', 'DRB1_0101']",3 +Cancer of of nasal cavities,13,6,"[0.001455, 0.02714, 0.02398, 0.0297]","[2.659, 2.541, 2.12, 2.511]","['B_1302', 'B_3901', 'DPB1_1101', 'DQB1_0502']",3 +Cancer of oropharynx,16,6,"[0.02203, 0.03261, 0.003943, 0.04626, 0.01208, 0.04825, 0.003893, 0.03253, 0.005605, 0.0014, 0.001278, 0.01223, 0.001739, 0.002331, 0.005656]","[1.325, 0.668, 0.519, 1.741, 1.534, 0.568, 1.891, 0.76, 0.516, 1.496, 1.553, 0.558, 2.333, 1.47, 0.489]","['A_0101', 'A_2402', 'B_1501', 'B_3701', 'B_4403', 'C_1203', 'DPB1_1101', 'DQA1_0102', 'DQA1_0103', 'DQA1_0201', 'DQB1_0202', 'DQB1_0603', 'DRB1_0407', 'DRB1_0701', 'DRB1_1301']",3 +Cancer of other endocrine glands,14,0,"[0.03457, 0.04735, 0.004489, 0.02004]","[2.682, 0.512, 3.374, 1.985]","['B_3801', 'DPB1_0402', 'DPB1_1401', 'DQB1_0303']",3 +Carcinoma in situ of skin,13,0,"[0.01325, 0.0201, 0.008795, 0.03105, 0.03384, 0.02886]","[1.719, 0.622, 2.052, 0.604, 1.388, 1.626]","['B_5101', 'DPB1_0201', 'DPB1_0601', 'DQB1_0202', 'DQB1_0301', 'DRB1_0404']",3 +Cardiac and circulatory congenital anomalies,18,6,"[0.00202, 0.01744, 0.04066, 0.03316, 0.02402, 0.04553]","[1.45, 1.183, 0.767, 1.16, 0.845, 1.229]","['A_3101', 'B_0702', 'B_1801', 'C_0702', 'DPA1_0201', 'DQB1_0303']",3 +Cardiac arrest and ventricular fibrillation,15,0,"[0.003565, 0.02722, 0.03269, 0.01962, 0.04189, 0.001895]","[1.873, 1.637, 1.905, 1.925, 1.358, 2.473]","['A_3201', 'A_6801', 'B_3701', 'C_0704', 'DPB1_0402', 'DRB1_1201']",3 +Cardiac congenital anomalies,18,6,"[0.002665, 0.02055, 0.04299, 0.03684, 0.03762]","[1.455, 1.185, 0.849, 1.163, 0.852]","['A_3101', 'B_0702', 'B_0801', 'C_0702', 'DPA1_0201']",3 +Cardiac defibrillator in situ,16,5,"[0.004243, 0.02932, 0.04617]","[1.939, 0.37, 1.614]","['B_1401', 'B_3801', 'DPB1_1701']",3 +Cardiac shunt/ heart septal defect,18,6,"[0.02152, 0.01448, 0.0427, 0.04808, 0.02292, 0.0433]","[0.812, 1.446, 0.834, 0.841, 0.806, 0.755]","['A_0101', 'A_3101', 'C_0701', 'DPA1_0103', 'DPA1_0201', 'DPB1_0101']",3 +Cardiomyopathy,16,5,"[0.04793, 0.01811]","[0.626, 1.199]","['B_3801', 'C_0304']",3 +Celiac disease,11,0,"[0.001747, 1.146e-05, 0.0003166, 0.0006451, 0.03031, 0.03191, 2.164e-07, 2.934e-11, 0.04138, 0.03116, 2.333e-11, 0.009082]","[2.049, 2.74, 2.281, 2.479, 0.557, 0.566, 3.784, 4.811, 1.689, 0.545, 4.85, 0.355]","['A_0101', 'B_0801', 'C_0701', 'DPB1_0101', 'DQA1_0102', 'DQA1_0301', 'DQA1_0501', 'DQB1_0201', 'DQB1_0202', 'DQB1_0301', 'DRB1_0301', 'DRB1_0401']",3 +"Cellulitis and abscess of leg, except foot",16,2,"[0.02069, 0.03281, 0.02816, 0.01019, 0.007236, 0.008071, 0.04071]","[1.673, 1.514, 1.343, 0.751, 1.291, 1.369, 0.609]","['B_1401', 'B_4901', 'B_5701', 'C_0401', 'C_0602', 'DQB1_0303', 'DRB1_1104']",3 +Cerebral atherosclerosis,16,6,"[0.0469, 0.004934, 0.01518, 0.02711, 0.001788, 0.03279, 0.03328, 0.03453]","[2.005, 2.08, 0.414, 0.539, 1.661, 1.384, 1.425, 1.38]","['A_3001', 'B_1302', 'B_5101', 'C_0303', 'C_0602', 'DQA1_0201', 'DQB1_0202', 'DRB1_0701']",3 +Cerebral cysts,18,7,"[0.04074, 0.04813, 0.04622, 0.001567, 0.02486, 0.03469]","[0.511, 3.295, 3.346, 3.739, 2.068, 3.058]","['A_0201', 'DPB1_1401', 'DQB1_0502', 'DQB1_0503', 'DRB1_0401', 'DRB1_1401']",3 +Cerebrovascular disease,16,5,"[0.02491, 0.009886, 0.01198]","[1.231, 1.397, 1.137]","['B_1302', 'B_4002', 'C_0602']",3 +Certain early complications of trauma or procedure,12,4,"[0.004466, 0.02573, 0.02117, 0.01176]","[1.572, 1.329, 1.342, 0.522]","['DPB1_0101', 'DQB1_0201', 'DRB1_0301', 'DRB1_1101']",3 +Cervical cancer and dysplasia,15,8,"[0.003751, 0.03491, 0.03659, 0.01699, 0.01218, 0.04149, 0.04746, 0.01003, 0.03805, 0.03072]","[1.467, 1.414, 0.782, 0.734, 0.597, 1.246, 0.769, 1.363, 1.723, 1.395]","['A_2402', 'B_5101', 'DPA1_0103', 'DPA1_0201', 'DPB1_0101', 'DQA1_0301', 'DQB1_0201', 'DQB1_0302', 'DRB1_0407', 'DRB1_1101']",3 +Cholelithiasis,17,0,"[0.04279, 0.02577, 0.01108, 0.04076, 0.03706, 0.004361, 0.03316, 0.004295]","[1.362, 0.797, 1.491, 0.85, 1.37, 1.448, 0.814, 1.402]","['B_1402', 'C_0501', 'DPB1_0501', 'DQA1_0301', 'DQB1_0503', 'DQB1_0604', 'DRB1_0401', 'DRB1_1302']",3 +Cholesteatoma,15,6,"[0.004537, 0.03855]","[2.903, 2.281]","['C_1502', 'DPB1_1101']",3 +Chronic bronchitis,17,2,"[0.0074, 0.04623, 0.0364, 0.01717, 0.04374, 0.01085]","[1.459, 1.304, 1.346, 0.766, 0.709, 1.246]","['A_6801', 'B_2705', 'C_0102', 'C_0401', 'C_1601', 'DQA1_0101']",3 +Chronic fatigue syndrome,18,8,"[0.004613, 0.04096, 0.03658, 0.04691, 0.02285, 0.04912]","[2.35, 2.199, 0.373, 2.384, 0.342, 0.425]","['A_2402', 'A_2902', 'B_0801', 'B_1402', 'DQB1_0201', 'DRB1_0301']",3 +Chronic interstitial cystitis,13,5,"[0.02851, 0.04613, 0.01253, 0.005786]","[0.434, 2.145, 2.755, 3.328]","['B_0702', 'DPA1_0202', 'DPB1_0501', 'DPB1_1301']",3 +Circumscribed scleroderma,16,7,"[0.04344, 0.007404]","[2.887, 3.239]","['B_4901', 'DPB1_0601']",3 +Colon cancer,11,1,"[0.001017, 0.01091, 0.01307, 0.04428, 0.03796, 0.03744, 0.02706, 0.02669]","[1.608, 1.293, 0.775, 1.158, 1.242, 0.661, 0.628, 1.503]","['A_2501', 'C_0303', 'C_0304', 'DPA1_0103', 'DPB1_0101', 'DPB1_1101', 'DRB1_0801', 'DRB1_0901']",3 +Colorectal cancer,11,1,"[0.03563, 0.0004646, 0.01851, 0.01262, 0.002352, 0.03421, 0.01999, 0.01309, 0.04963, 0.02359]","[0.872, 1.603, 1.404, 1.266, 0.745, 1.289, 1.252, 0.626, 0.694, 1.477]","['A_0201', 'A_2501', 'B_5501', 'C_0303', 'C_0304', 'DPA1_0202', 'DPB1_0101', 'DPB1_1101', 'DRB1_0801', 'DRB1_0901']",3 +Complex regional/central pain syndrome,10,2,"[0.02381, 0.00541, 0.04614, 0.009797, 0.009704, 0.003799, 0.005129]","[0.355, 1.994, 2.189, 2.016, 1.675, 1.838, 1.742]","['B_4001', 'B_4403', 'B_4901', 'C_1601', 'DQA1_0201', 'DQB1_0202', 'DRB1_0701']",3 +Complication of amputation stump,15,7,"[0.01383, 0.00402, 0.04142, 0.005459, 0.03285]","[2.496, 3.531, 1.817, 3.384, 1.931]","['B_5101', 'C_1502', 'DPA1_0103', 'DPB1_0501', 'DQB1_0302']",3 +Congenital anomalies of genital organs,18,6,[0.009788],[2.431],['B_3503'],3 +Congenital anomalies of great vessels,18,6,"[0.03898, 0.03341, 0.02451]","[1.276, 1.728, 0.721]","['B_0702', 'B_3701', 'DPB1_0402']",3 +Congenital anomalies of male genital organs,18,6,[0.04076],[2.355],['B_3503'],3 +Congenital anomalies of peripheral vascular system,12,0,"[0.045, 0.002088, 0.005613, 0.04716, 0.04072, 0.02888, 0.02737]","[1.602, 2.082, 1.904, 1.805, 1.608, 0.394, 0.437]","['A_0101', 'B_0801', 'C_0701', 'DPB1_0101', 'DQA1_0501', 'DQB1_0202', 'DRB1_0401']",3 +Congenital anomalies of skin,10,1,"[0.03814, 0.003211, 0.01054, 0.01329, 0.03767, 0.02605, 0.002712]","[2.607, 0.474, 2.283, 2.3, 2.619, 0.489, 2.744]","['C_1402', 'DQA1_0301', 'DQA1_0401', 'DQB1_0402', 'DQB1_0502', 'DRB1_0401', 'DRB1_0801']",3 +Congenital anomalies of urinary system,12,2,"[0.01191, 0.00553, 0.004638, 0.0181, 0.02382, 0.004137, 0.01817, 0.02855, 0.01289, 0.0372]","[0.406, 1.444, 1.399, 0.713, 1.652, 1.369, 0.75, 0.737, 0.737, 1.527]","['B_1302', 'B_4001', 'C_0304', 'C_0602', 'C_0704', 'DPB1_0402', 'DQA1_0201', 'DQB1_0202', 'DRB1_0701', 'DRB1_1104']",3 +Congenital coagulation defects,18,9,"[0.02248, 0.02341, 0.03642, 0.04157, 0.03662, 0.02382]","[1.629, 2.458, 1.92, 0.532, 1.541, 1.867]","['A_0301', 'B_4901', 'C_1203', 'DPB1_0402', 'DQA1_0102', 'DRB1_1101']",3 +Congestive heart failure (CHF) NOS,16,5,"[0.01483, 0.02512, 0.001613, 0.002776, 0.03065, 0.00163]","[0.773, 0.834, 1.251, 0.629, 0.855, 0.768]","['A_2601', 'A_2902', 'B_2705', 'B_3801', 'B_4403', 'C_1601']",3 +Congestive heart failure; nonhypertensive,16,5,"[0.004089, 0.009216, 0.006054, 0.004888, 0.01937, 0.0491, 0.001142]","[0.75, 0.819, 1.204, 0.672, 0.854, 1.102, 0.775]","['A_2601', 'A_2902', 'B_2705', 'B_3801', 'B_4403', 'C_0602', 'C_1601']",3 +Contracture of palmar fascia [Dupuytren's disease],18,4,"[0.04526, 0.02421]","[1.681, 1.784]","['A_0301', 'C_0702']",3 +Convulsions,17,3,"[0.01104, 0.00893, 0.03739]","[0.584, 1.233, 0.777]","['B_3503', 'C_0303', 'DQB1_0604']",3 +Corneal dystrophy,15,9,[0.01131],[1.828],['DQB1_0202'],3 +Corneal opacity,18,5,"[0.02294, 0.002774]","[1.609, 3.043]","['A_0101', 'B_3701']",3 +Corns and callosities,11,2,"[0.02489, 0.02636, 0.04868, 0.03555, 0.008093, 0.04159, 0.04218, 0.04068, 0.03649]","[1.979, 1.927, 0.538, 0.484, 1.781, 0.618, 0.512, 1.822, 0.466]","['A_2501', 'A_2601', 'B_1501', 'C_0303', 'DPB1_0101', 'DPB1_0402', 'DQA1_0103', 'DQB1_0503', 'DRB1_1301']",3 +Curvature of spine,14,8,"[0.0165, 0.03067, 0.01822, 0.01132, 0.008724, 0.001658]","[1.429, 1.478, 0.608, 0.639, 0.569, 1.412]","['A_2902', 'B_1402', 'B_2705', 'B_3501', 'C_0202', 'C_0602']",3 +Cystic fibrosis,14,3,"[0.01478, 0.03641, 0.02437, 0.01517, 0.02777, 0.004002]","[0.176, 0.122, 1.467, 0.177, 1.73, 1.877]","['A_3201', 'B_1402', 'C_0702', 'C_0802', 'C_1601', 'DRB1_1101']",3 +Cystic kidney disease,12,2,"[0.04365, 0.0159, 0.002479, 0.02605, 0.01091, 0.004784, 0.01621, 0.04648, 0.04465]","[1.543, 1.474, 1.534, 0.671, 1.903, 1.452, 0.337, 1.81, 0.311]","['A_3101', 'B_4001', 'C_0304', 'C_0602', 'C_0704', 'DPB1_0402', 'DQB1_0503', 'DRB1_0103', 'DRB1_1401']",3 +Deep vein thrombosis [DVT],16,5,[0.03675],[1.341],['A_6801'],3 +Degenerative disease of the spinal cord,16,1,"[0.0105, 0.0455, 0.03829, 0.04105]","[1.695, 0.792, 0.475, 1.262]","['A_2501', 'DPA1_0103', 'DPB1_1101', 'DRB1_1501']",3 +"Dentofacial anomalies, including malocclusion",13,2,"[0.01517, 0.04032, 0.003216, 0.03269, 0.008524, 0.006976]","[2.085, 1.62, 3.018, 1.587, 1.803, 1.823]","['B_1801', 'DPB1_0402', 'DPB1_1301', 'DQA1_0102', 'DQB1_0602', 'DRB1_1501']",3 +"Derangement of joint, non-traumatic",17,9,"[0.03272, 0.02254, 0.03752, 0.0293, 0.0478, 0.01671, 0.03031, 0.01288, 0.02497]","[0.554, 1.512, 0.664, 1.588, 0.509, 2.112, 1.481, 1.562, 1.523]","['B_3501', 'C_0303', 'C_0501', 'C_1203', 'C_1601', 'DPB1_1401', 'DQA1_0103', 'DQB1_0603', 'DRB1_1301']",3 +Dermatophytosis of nail,15,5,"[0.03877, 0.04155, 0.002399, 0.01479, 0.01194, 0.0008985, 0.003144, 0.01084]","[0.697, 1.551, 1.407, 1.226, 1.246, 1.462, 0.766, 0.759]","['A_2902', 'B_3801', 'B_4001', 'DPA1_0103', 'DPA1_0201', 'DPB1_0101', 'DQB1_0301', 'DRB1_0401']",3 +Dermatophytosis of the body,12,0,"[0.001276, 0.003793, 0.03273, 0.01536, 0.005507, 0.01803, 0.002821, 0.002425]","[2.022, 1.939, 0.404, 1.71, 2.132, 1.901, 1.96, 1.981]","['A_0101', 'B_0801', 'C_0304', 'C_0701', 'DPB1_0101', 'DPB1_0401', 'DQB1_0201', 'DRB1_0301']",3 +Diabetes type 2 with peripheral circulatory disorders,15,5,"[0.04077, 0.04622, 0.04402, 0.04393, 0.01708, 0.0351, 0.02789]","[1.744, 1.332, 1.353, 0.733, 0.682, 1.718, 1.819]","['A_2501', 'DPA1_0103', 'DPA1_0201', 'DQA1_0301', 'DQB1_0301', 'DQB1_0503', 'DRB1_0801']",3 +Disease of tricuspid valve,16,5,"[0.04837, 0.0452, 0.00254, 0.0395, 0.006287]","[0.468, 1.525, 1.698, 1.5, 1.675]","['A_2601', 'A_3101', 'B_2705', 'C_0102', 'DQB1_0604']",3 +Diseases of the larynx and vocal cords,14,3,"[0.01366, 0.02357, 0.02679, 0.01583]","[1.192, 0.749, 0.725, 1.388]","['A_0101', 'B_4403', 'C_1601', 'DQB1_0503']",3 +Disorders of calcium/phosphorus metabolism,14,1,"[0.02143, 0.02326, 0.01776, 0.002543, 0.02845, 0.01977, 0.001076, 0.01961, 0.04454]","[1.328, 1.24, 1.26, 1.294, 0.844, 1.204, 1.774, 1.285, 1.353]","['A_3201', 'B_1501', 'B_4001', 'C_0304', 'C_0701', 'DQB1_0302', 'DRB1_0103', 'DRB1_0404', 'DRB1_0801']",3 +Disorders of phosphorus metabolism,14,1,"[0.00635, 0.0485, 0.01152, 0.01599, 0.007908, 0.02193, 0.04562]","[0.709, 1.269, 0.754, 1.303, 1.887, 1.398, 0.405]","['B_0801', 'C_0304', 'C_0701', 'DQB1_0302', 'DRB1_0103', 'DRB1_0404', 'DRB1_0901']",3 +Disorders of the autonomic nervous system,17,3,"[0.03281, 0.03731, 0.01271]","[1.672, 1.712, 2.194]","['B_2705', 'C_0102', 'DPB1_1001']",3 +Disorders of the globe,14,6,"[0.01854, 0.02654, 0.002826]","[1.702, 2.57, 0.47]","['A_0201', 'B_3701', 'DQA1_0501']",3 +Disorders of the pituitary gland and its hypothalamic control,13,3,"[0.04049, 0.03419, 0.01006, 0.01176, 0.04729]","[1.236, 0.633, 1.477, 1.479, 1.449]","['A_0301', 'A_2902', 'B_1801', 'C_1203', 'DQB1_0503']",3 +Disorders of tooth development,15,2,"[0.04456, 0.04959, 0.03071, 0.01881, 0.0237, 0.006024]","[0.133, 0.601, 0.577, 1.584, 1.579, 2.982]","['A_6801', 'B_0702', 'C_0702', 'DPA1_0103', 'DPA1_0201', 'DQB1_0502']",3 +Disturbances in tooth eruption,15,2,"[0.04425, 0.04684, 0.01588, 0.02528, 0.003765]","[1.587, 1.851, 1.624, 1.591, 3.177]","['C_0401', 'C_0802', 'DPA1_0103', 'DPA1_0201', 'DQB1_0502']",3 +Disturbances of amino-acid transport,14,1,"[0.01247, 0.02982, 0.01649, 0.0194]","[2.008, 2.041, 2.046, 1.888]","['B_0801', 'B_4001', 'C_0304', 'C_0701']",3 +Dizziness and giddiness (Light-headedness and vertigo),16,8,"[0.04596, 0.01539, 0.03315, 0.03107, 0.04034, 0.008202, 0.006156]","[1.204, 0.871, 0.694, 1.142, 0.893, 0.749, 0.686]","['A_3201', 'B_0702', 'B_3801', 'C_0602', 'C_0702', 'DPA1_0202', 'DPB1_0501']",3 +Dysmetabolic syndrome X,16,5,"[0.03207, 0.01687, 0.02914]","[0.286, 1.934, 0.401]","['A_2902', 'A_6801', 'B_3501']",3 +Dysuria,14,3,"[0.009273, 0.04217, 0.0217, 0.01731, 0.0378, 0.003328, 0.007676, 0.02725, 0.03719]","[1.56, 0.852, 1.251, 1.292, 1.144, 0.795, 0.812, 1.239, 1.244]","['A_3001', 'B_0801', 'B_4403', 'C_1601', 'DQA1_0102', 'DQB1_0201', 'DRB1_0301', 'DRB1_1101', 'DRB1_1302']",3 +Enthesopathy,17,4,"[0.009338, 0.0204, 0.04228, 0.02644]","[0.737, 0.682, 0.868, 1.184]","['B_3501', 'DQA1_0401', 'DQB1_0301', 'DQB1_0302']",3 +Epilepsy,17,3,"[0.04662, 0.0195, 0.04724, 0.04843, 0.03515]","[0.846, 1.211, 1.382, 1.178, 1.327]","['A_0101', 'A_0301', 'A_2501', 'B_0702', 'C_0102']",3 +"Epilepsy, recurrent seizures, convulsions",17,3,"[0.02114, 0.0323]","[0.649, 1.176]","['B_3503', 'C_0303']",3 +Essential hypertension,16,5,"[0.04336, 0.02248, 0.0103]","[1.125, 0.894, 0.868]","['A_6801', 'B_4403', 'C_1601']",3 +Essential tremor,11,4,"[0.004194, 0.03767, 0.003082, 0.02693, 0.001497, 0.04002, 0.02984, 0.03888]","[1.85, 1.529, 1.745, 1.595, 2.532, 0.719, 1.925, 1.914]","['A_6801', 'B_2705', 'B_5101', 'B_5701', 'C_1402', 'DQA1_0101', 'DRB1_0901', 'DRB1_1201']",3 +Extrapyramidal disease and abnormal movement disorders,11,4,"[0.0028, 0.007851, 0.01583, 0.001989, 0.001066, 0.01359, 0.043, 0.03863, 0.04415, 0.04273]","[1.554, 1.29, 1.38, 1.318, 2.022, 0.777, 1.222, 0.799, 1.212, 1.57]","['A_6801', 'B_0801', 'B_5101', 'C_0701', 'C_1402', 'DQA1_0101', 'DQB1_0302', 'DQB1_0501', 'DRB1_0301', 'DRB1_1201']",3 +First degree AV block,16,3,"[0.04166, 0.02401, 0.01179, 0.01066, 0.0025, 0.03234, 0.007404]","[2.38, 1.532, 1.821, 2.355, 2.228, 2.338, 1.967]","['B_3901', 'DPA1_0201', 'DPB1_0101', 'DPB1_1001', 'DQB1_0604', 'DRB1_0103', 'DRB1_1302']",3 +Fracture of ankle and foot,12,4,"[0.04166, 0.0006735, 0.04088, 0.03012, 0.04842]","[1.2, 0.705, 1.197, 1.21, 0.739]","['B_0801', 'DPB1_0201', 'DQB1_0201', 'DRB1_0301', 'DRB1_0404']",3 +Fracture of lower limb,12,4,"[0.03355, 0.002134, 0.01894, 0.0405, 0.03356]","[0.847, 0.446, 0.825, 1.165, 1.172]","['B_0702', 'C_0704', 'DPB1_0201', 'DQB1_0201', 'DRB1_0301']",3 +Fracture of patella,12,4,"[0.001818, 0.004703, 0.02608, 0.02264]","[1.984, 0.419, 1.59, 1.608]","['C_0304', 'DPB1_0201', 'DQB1_0201', 'DRB1_0301']",3 +Fuchs' dystrophy,18,2,"[0.0331, 0.04246, 0.04511, 0.03603, 0.03286]","[1.791, 0.581, 0.53, 0.531, 1.862]","['A_0301', 'DPB1_0401', 'DQA1_0301', 'DQA1_0501', 'DRB1_0101']",3 +Gastrointestinal hemorrhage,17,6,"[0.0412, 0.02943, 0.007387, 0.03358, 0.0351, 0.007843, 0.007441, 0.005984, 0.01518]","[0.756, 1.216, 1.288, 0.705, 0.845, 1.246, 1.133, 1.425, 0.705]","['A_2301', 'A_3101', 'B_1402', 'B_3801', 'B_4403', 'C_0802', 'DQB1_0301', 'DRB1_0407', 'DRB1_1401']",3 +Generalized convulsive epilepsy,17,3,"[0.04645, 0.02341, 0.0444, 0.02098]","[0.676, 1.313, 0.309, 0.736]","['A_1101', 'DPB1_0201', 'DPB1_1701', 'DQA1_0101']",3 +Genitourinary congenital anomalies,12,2,"[0.04363, 0.009926, 0.006027, 0.01406, 0.04912, 0.01164, 0.008475, 0.0189, 0.03369, 0.008485]","[0.628, 1.333, 1.313, 1.593, 1.414, 0.78, 0.742, 1.214, 0.62, 0.771]","['A_2601', 'B_4001', 'C_0304', 'C_0704', 'C_1502', 'DQA1_0201', 'DQB1_0202', 'DQB1_0301', 'DQB1_0503', 'DRB1_0701']",3 +Graft-versus-host disease,18,4,[0.01445],[1.947],['A_0301'],3 +Hallux rigidus,17,9,"[0.03629, 0.04982, 0.004493, 0.01735, 0.01667, 0.04426, 0.0373, 0.02313, 0.0184]","[3.089, 2.151, 0.228, 2.195, 0.288, 1.984, 2.969, 3.281, 2.232]","['B_3801', 'C_1203', 'DQA1_0101', 'DQA1_0103', 'DQB1_0501', 'DQB1_0603', 'DRB1_0901', 'DRB1_1201', 'DRB1_1301']",3 +Hepatomegaly,18,5,"[0.03407, 0.00198, 0.0195]","[2.477, 3.19, 0.253]","['B_3503', 'B_3701', 'C_0303']",3 +Hydrocele,15,4,"[0.01622, 0.04243, 0.04136, 0.04734, 0.0285, 0.04712]","[1.724, 0.303, 2.142, 1.582, 0.209, 2.332]","['B_4402', 'B_4403', 'DPB1_0501', 'DRB1_0101', 'DRB1_0404', 'DRB1_1201']",3 +Hyperpotassemia,12,4,"[0.0263, 0.01093, 0.02044, 0.00628, 0.04978, 0.03057, 0.02999, 0.03861]","[0.846, 0.52, 0.777, 1.226, 0.701, 1.167, 1.333, 1.16]","['B_0702', 'B_3503', 'C_0303', 'DPB1_0301', 'DPB1_0601', 'DQB1_0201', 'DQB1_0402', 'DRB1_0301']",3 +Hypertension,16,5,"[0.03994, 0.02711, 0.01419]","[1.127, 0.898, 0.874]","['A_6801', 'B_4403', 'C_1601']",3 +Hypertensive chronic kidney disease,16,5,"[0.02929, 0.04088, 0.02695, 0.03907, 0.01587, 0.0348, 0.03002, 0.04059]","[1.263, 0.737, 0.648, 0.663, 1.189, 1.141, 1.151, 1.137]","['A_6801', 'B_1302', 'B_3503', 'B_3801', 'C_0304', 'DQB1_0201', 'DQB1_0302', 'DRB1_0301']",3 +Hypertensive heart and/or renal disease,16,5,"[0.01974, 0.03261, 0.006217, 0.0342, 0.01097]","[1.247, 1.144, 1.16, 1.216, 1.148]","['A_6801', 'C_0304', 'DQB1_0201', 'DQB1_0604', 'DRB1_0301']",3 +Hypertrophic obstructive cardiomyopathy,18,1,"[0.008776, 0.01302, 0.01073, 0.01405, 0.02551]","[2.672, 2.888, 2.304, 3.132, 2.826]","['A_2501', 'B_3701', 'C_0802', 'C_1402', 'DPB1_1701']",3 +Hyperventilation,14,7,"[0.02771, 0.01779, 0.04262, 0.01436, 0.0387, 0.0242, 0.01812, 0.01364, 0.004171, 0.02714, 0.001804]","[1.408, 1.718, 0.766, 0.721, 1.273, 1.281, 1.566, 1.324, 0.689, 0.758, 2.082]","['A_2902', 'B_3701', 'B_4402', 'C_0501', 'C_0602', 'DPB1_0301', 'DPB1_1101', 'DQB1_0202', 'DQB1_0302', 'DRB1_0401', 'DRB1_0407']",3 +Hypopotassemia,12,4,"[0.008835, 0.02306, 0.00126, 0.03457, 0.01771, 0.009255, 0.01588, 0.01135]","[0.876, 1.18, 1.284, 1.11, 0.89, 1.118, 0.888, 1.362]","['B_0801', 'B_2705', 'C_0102', 'DPB1_0301', 'DQB1_0201', 'DQB1_0301', 'DRB1_0301', 'DRB1_0407']",3 +Ill-defined descriptions and complications of heart disease,16,5,"[0.02477, 0.01868, 0.04582, 0.03784]","[0.838, 1.575, 0.838, 0.852]","['B_0702', 'B_1401', 'C_0501', 'DQA1_0101']",3 +Infantile cerebral palsy,17,3,"[0.009331, 0.01734, 0.04978, 0.03641]","[2.66, 2.44, 0.507, 1.451]","['B_1401', 'B_4002', 'B_4403', 'DPB1_0301']",3 +Inflammatory and toxic neuropathy,17,3,[0.04638],[1.68],['B_2705'],3 +Insomnia,17,3,"[0.03352, 0.01669]","[1.154, 1.172]","['B_0702', 'C_0702']",3 +Intracerebral hemorrhage,16,5,"[0.01092, 0.02303, 0.02807, 0.02386]","[1.761, 2.186, 0.699, 1.752]","['A_6801', 'B_4002', 'C_0701', 'DQB1_0503']",3 +Kyphoscoliosis and scoliosis,14,8,"[0.006673, 0.004256, 0.03329, 0.03096, 0.02483, 0.0006039, 0.01328]","[1.539, 0.48, 0.666, 0.575, 0.596, 1.501, 0.698]","['A_2902', 'B_2705', 'B_3501', 'C_0102', 'C_0202', 'C_0602', 'DRB1_0101']",3 +Leukoplakia of oral mucosa,10,0,"[0.03307, 0.01389, 0.02908, 0.02727, 0.02667, 0.04603]","[1.92, 3.776, 1.94, 0.314, 0.266, 2.858]","['B_0702', 'B_3801', 'C_0702', 'DPB1_0201', 'DPB1_0402', 'DPB1_1301']",3 +Liver abscess and sequelae of chronic liver disease,16,4,"[0.01479, 0.02642, 0.01561, 0.02708, 0.04024, 0.04449, 0.01751, 0.003074, 0.038, 0.005557, 0.03002]","[0.77, 1.248, 1.363, 1.27, 1.371, 1.295, 1.288, 0.745, 0.8, 0.37, 0.793]","['A_0301', 'B_0801', 'B_3501', 'C_0401', 'C_0802', 'DPB1_0101', 'DQB1_0202', 'DQB1_0301', 'DQB1_0602', 'DRB1_1104', 'DRB1_1501']",3 +Loss of teeth or edentulism,14,5,"[0.0117, 9.207e-07, 0.01025]","[3.25, 4.819, 1.988]","['A_3001', 'B_1302', 'C_0602']",3 +Lump or mass in breast,15,1,"[0.02316, 0.0273]","[0.763, 1.172]","['B_4001', 'DPA1_0103']",3 +Malignant neoplasm of renal pelvis,16,1,[0.0255],[2.303],['A_2501'],3 +Malignant neoplasm of retroperitoneum and peritoneum,14,4,"[0.04922, 0.006558, 0.02453, 0.01456, 0.03139, 0.01157, 0.01286, 0.007124, 0.04308, 0.03973, 0.02214]","[0.567, 2.433, 0.45, 3.113, 1.863, 0.499, 0.413, 0.365, 0.487, 1.876, 2.5]","['A_0101', 'A_3201', 'B_0801', 'B_3901', 'C_0303', 'DQA1_0301', 'DQB1_0201', 'DRB1_0301', 'DRB1_0401', 'DRB1_1101', 'DRB1_1104']",3 +Meningitis,17,3,"[0.03392, 0.04807, 0.03876]","[1.422, 0.663, 1.403]","['B_0702', 'B_0801', 'C_0702']",3 +Menopausal and postmenopausal disorders,15,1,"[0.04854, 0.02934, 0.03489, 0.00864, 0.009635]","[0.892, 0.809, 0.868, 1.147, 0.85]","['A_0301', 'A_2902', 'C_0401', 'DPA1_0103', 'DRB1_0401']",3 +Migraine,17,3,"[0.04438, 0.0005032, 0.02069, 0.03557, 0.04053, 0.02254]","[1.278, 1.494, 0.52, 0.705, 1.173, 0.808]","['A_2902', 'B_1801', 'B_3503', 'C_0102', 'C_0702', 'DPB1_0402']",3 +Mitral valve disease,16,5,"[0.028, 0.03926, 0.0171]","[1.831, 1.593, 1.893]","['A_6801', 'B_4001', 'C_0102']",3 +Muscular dystrophies and other myopathies,17,3,"[0.03648, 0.02545]","[0.836, 0.678]","['A_0201', 'DRB1_0404']",3 +Musculoskeletal symptoms referable to limbs,18,3,"[0.01506, 0.02756, 0.01329, 0.01334, 0.006935, 0.00387]","[1.546, 1.809, 1.625, 1.727, 1.837, 1.974]","['B_4403', 'C_0704', 'C_1601', 'DQA1_0401', 'DQB1_0402', 'DRB1_0801']",3 +Myeloproliferative disease,14,3,"[0.01862, 0.01889, 0.01083, 0.0308, 0.004412, 0.01676, 0.02443, 0.01381]","[1.339, 0.61, 0.277, 1.349, 0.512, 0.727, 1.41, 0.635]","['B_1501', 'B_1801', 'B_3701', 'B_4403', 'B_5701', 'C_0602', 'C_1601', 'DRB1_1101']",3 +Nasal polyps,17,8,"[0.02984, 0.03338, 0.04884, 0.00424]","[2.072, 0.219, 1.993, 2.413]","['A_2601', 'C_0202', 'DPB1_1101', 'DQB1_0503']",3 +Neonatal bradycardia or tachycardia,18,7,"[0.006789, 0.03478, 0.02443, 0.02544]","[2.497, 2.851, 2.82, 3.463]","['B_1501', 'DPB1_1101', 'DQB1_0503', 'DRB1_1401']",3 +Nephritis and nephropathy in diseases classified elsewhere,16,9,"[0.02638, 0.01789, 0.0003474, 0.003061, 0.002123, 0.007651, 0.001916, 0.0004554, 0.01416, 0.006192]","[0.449, 0.55, 1.628, 0.642, 1.544, 0.49, 1.877, 1.615, 0.508, 1.689]","['C_0802', 'DQA1_0103', 'DQB1_0201', 'DQB1_0301', 'DQB1_0302', 'DQB1_0603', 'DQB1_0604', 'DRB1_0301', 'DRB1_1301', 'DRB1_1302']",3 +Nephritis and nephropathy without mention of glomerulonephritis,16,9,"[0.04447, 0.04009, 0.00146, 0.01019, 0.02743, 0.005321, 0.03057, 0.04217, 0.04462, 8.749e-05, 0.0003775, 0.01443, 0.008192, 0.02489, 0.0003596, 0.003292, 0.02476]","[1.385, 0.6, 0.546, 1.313, 0.79, 1.355, 0.658, 1.477, 0.79, 0.437, 1.748, 1.297, 1.468, 1.573, 0.464, 1.549, 0.769]","['C_1203', 'DPA1_0202', 'DQA1_0103', 'DQB1_0201', 'DQB1_0301', 'DQB1_0302', 'DQB1_0303', 'DQB1_0402', 'DQB1_0602', 'DQB1_0603', 'DQB1_0604', 'DRB1_0301', 'DRB1_0404', 'DRB1_0801', 'DRB1_1301', 'DRB1_1302', 'DRB1_1501']",3 +Nephritis; nephrosis; renal sclerosis,16,9,"[0.03531, 0.04531, 0.01739, 0.002413, 0.01853, 0.003596, 0.00425, 0.000364, 0.02052, 0.01229, 0.001687, 0.0335]","[1.299, 1.204, 0.651, 0.671, 1.211, 1.275, 0.66, 0.613, 1.208, 1.329, 0.643, 0.832]","['A_2902', 'C_0304', 'DPA1_0202', 'DQA1_0103', 'DQB1_0201', 'DQB1_0302', 'DQB1_0303', 'DQB1_0603', 'DRB1_0301', 'DRB1_0404', 'DRB1_1301', 'DRB1_1501']",3 +Nerve root and plexus disorders,14,8,"[0.04627, 0.04944, 0.0388, 0.02357]","[1.679, 2.054, 1.764, 1.56]","['A_2902', 'B_3701', 'C_0102', 'C_0602']",3 +Nerve root lesions,18,5,"[0.01019, 0.02833]","[3.007, 1.675]","['B_3701', 'DQA1_0102']",3 +Noninfectious disorders of lymphatic channels,16,5,"[0.04553, 0.01934, 0.02487, 0.02512]","[0.754, 0.601, 0.67, 1.668]","['A_0301', 'B_4001', 'C_0304', 'DPB1_0501']",3 +Nonrheumatic aortic valve disorders,16,5,"[0.02661, 0.02856, 0.04348]","[0.859, 0.611, 0.87]","['A_0101', 'B_3701', 'C_0701']",3 +Nonspecific abnormal results of other endocrine function study,11,3,"[0.03529, 0.003212, 0.0005639, 0.003495, 0.01324, 0.002368]","[1.673, 3.963, 2.545, 2.307, 0.412, 3.69]","['A_0101', 'B_1401', 'B_1501', 'C_0303', 'DPA1_0201', 'DRB1_1201']",3 +Obstructive chronic bronchitis,17,2,"[0.002246, 0.0157, 0.03514, 0.004277, 0.009745, 0.0179, 0.01096, 0.04291]","[1.584, 1.41, 0.703, 0.693, 1.666, 0.627, 1.273, 1.225]","['A_6801', 'B_2705', 'B_4403', 'C_0401', 'C_0704', 'C_1601', 'DQA1_0101', 'DQB1_0501']",3 +Obstructive sleep apnea,17,3,"[0.04519, 0.03463, 0.01374, 0.03938, 0.02443, 0.0008767]","[0.672, 0.764, 0.469, 0.818, 0.732, 1.601]","['A_2301', 'A_2902', 'B_1401', 'B_1501', 'C_0802', 'DPB1_1301']",3 +Open wound of finger(s),13,6,"[0.02392, 0.02312, 0.02353, 0.03188, 0.04117, 0.01515, 0.02416]","[2.595, 1.739, 0.5, 1.611, 0.522, 0.462, 2.12]","['B_3901', 'B_4001', 'B_4402', 'C_0304', 'C_0401', 'C_0501', 'DPB1_1101']",3 +Open-angle glaucoma,16,8,"[0.03373, 0.01012, 0.04568, 0.007237, 0.02941, 0.02015, 0.02469, 0.01322]","[0.706, 0.567, 1.439, 0.61, 1.362, 1.455, 0.835, 1.399]","['A_2902', 'B_1402', 'C_0704', 'C_0802', 'DPA1_0202', 'DPB1_0601', 'DQA1_0501', 'DQB1_0604']",3 +"Osteoarthrosis, generalized",17,4,"[0.02393, 0.04955, 0.04318, 0.0004153, 0.00165, 0.004336, 0.03439, 0.02569]","[1.305, 1.148, 0.857, 1.256, 1.262, 1.237, 1.244, 1.472]","['A_3201', 'C_0702', 'DQA1_0201', 'DQA1_0301', 'DQB1_0302', 'DRB1_0401', 'DRB1_0404', 'DRB1_0901']",3 +Osteopenia or other disorder of bone and cartilage,17,4,"[0.04692, 0.03911, 0.02846, 0.03579]","[0.891, 1.298, 1.141, 0.72]","['A_0301', 'C_0704', 'DQB1_0302', 'DRB1_1401']",3 +Osteoporosis,17,4,"[0.03307, 0.03358, 0.002735, 0.009511, 0.008499]","[0.854, 0.833, 1.146, 1.147, 1.15]","['B_3501', 'C_1601', 'DQA1_0301', 'DQB1_0302', 'DRB1_0401']",3 +Osteoporosis NOS,17,4,"[0.02568, 0.02069]","[0.794, 0.804]","['B_1801', 'DQB1_0303']",3 +"Osteoporosis, osteopenia and pathological fracture",17,4,"[0.03774, 0.04645, 0.01982, 0.02485, 0.0116, 0.04766, 0.006285, 0.01317, 0.01103]","[0.918, 0.871, 0.87, 0.908, 1.098, 0.852, 1.125, 0.809, 1.116]","['A_0301', 'B_1801', 'B_3501', 'DPB1_0201', 'DQA1_0301', 'DQA1_0401', 'DQB1_0302', 'DQB1_0402', 'DRB1_0401']",3 +Other acquired deformities of limbs,17,4,"[0.04629, 0.003556, 0.02019, 0.0424, 0.02017]","[1.424, 1.702, 0.575, 0.573, 0.575]","['A_0101', 'B_0801', 'DQA1_0201', 'DQB1_0202', 'DRB1_0701']",3 +Other and unspecified disc disorder,17,1,"[0.04639, 0.009465, 0.006178, 0.04129]","[1.81, 3.917, 4.247, 2.922]","['A_0101', 'DPB1_1701', 'DQB1_0502', 'DRB1_1401']",3 +Other and unspecified disorders of the nervous system,15,5,"[0.0279, 0.04661, 0.002052, 0.03935]","[1.587, 1.696, 1.649, 1.422]","['A_1101', 'A_6801', 'DPA1_0103', 'DPA1_0201']",3 +"Other chronic ischemic heart disease, unspecified",12,1,"[0.008104, 0.02136, 0.01234, 0.04908, 0.001283, 0.03495, 0.01566, 0.008515, 0.03005, 0.04765, 0.01541]","[1.256, 1.528, 0.755, 1.171, 0.651, 0.872, 1.162, 0.825, 1.215, 1.205, 0.84]","['B_1501', 'B_4002', 'B_4403', 'C_0304', 'C_1601', 'DQA1_0102', 'DQA1_0501', 'DQB1_0602', 'DQB1_0603', 'DRB1_1301', 'DRB1_1501']",3 +Other derangement of joint,17,9,"[0.03665, 0.03458, 0.02311, 0.02153, 0.03116, 0.01193, 0.03449]","[0.505, 1.542, 1.698, 2.213, 1.546, 1.651, 1.561]","['B_3501', 'C_0303', 'C_1203', 'DPB1_1401', 'DQA1_0103', 'DQB1_0603', 'DRB1_1301']",3 +Other diseases of the teeth and supporting structures,14,5,"[0.02202, 0.001208, 0.0309]","[2.452, 2.597, 1.567]","['A_3001', 'B_1302', 'C_0602']",3 +Other disorders of eyelids,16,8,"[0.03907, 0.03226, 0.03848, 0.003503, 0.04267, 0.0497, 0.0485]","[1.572, 0.685, 0.472, 0.573, 0.459, 1.342, 0.492]","['A_3001', 'B_1801', 'B_3801', 'C_1203', 'C_1402', 'DPA1_0202', 'DPB1_1401']",3 +Other disorders of middle ear and mastoid,15,6,"[0.007941, 0.04555, 0.004769]","[2.545, 0.36, 2.581]","['C_1502', 'DPB1_0101', 'DPB1_1101']",3 +Other disorders of neurohypophysis,12,3,"[0.03396, 0.02546, 0.01201, 0.04733, 0.04699, 0.007501, 0.04352]","[2.086, 2.89, 2.388, 1.836, 1.851, 2.293, 1.856]","['B_1501', 'B_5501', 'C_0303', 'DQB1_0201', 'DQB1_0501', 'DRB1_0101', 'DRB1_0301']",3 +"Other disorders of synovium, tendon, and bursa",17,4,"[0.01281, 0.002068, 0.009257, 0.003345, 0.008018, 0.02211]","[1.222, 1.331, 1.203, 0.569, 0.842, 1.161]","['B_4001', 'C_0202', 'C_0304', 'DPB1_1001', 'DQA1_0101', 'DQB1_0302']",3 +Other endocrine disorders,10,3,"[8.793e-06, 0.0336, 0.01923, 0.02127, 0.02164, 0.01354, 0.03238, 0.04905, 0.02883, 0.008779]","[4.104, 0.481, 2.166, 1.817, 0.524, 1.867, 1.767, 1.388, 0.603, 2.482]","['B_1401', 'B_4001', 'B_4901', 'C_0102', 'C_0304', 'C_0802', 'DPA1_0202', 'DQB1_0301', 'DQB1_0501', 'DRB1_1201']",3 +Other nondiabetic retinopathy,14,6,"[0.04677, 0.03433, 0.03524, 0.03784, 0.02883, 0.01429, 0.02803, 0.04062, 0.03731, 0.01677]","[1.356, 0.291, 1.997, 1.373, 1.433, 1.51, 0.631, 0.626, 1.411, 1.497]","['A_0201', 'A_3101', 'B_3701', 'DQA1_0301', 'DQB1_0201', 'DQB1_0302', 'DQB1_0501', 'DRB1_0101', 'DRB1_0301', 'DRB1_0401']",3 +Other nutritional deficiency,18,5,[0.005839],[2.985],['B_3701'],3 +Other peripheral nerve disorders,17,3,"[0.04796, 0.01366, 0.02422]","[1.225, 0.746, 1.257]","['A_3201', 'B_5701', 'C_0102']",3 +Other specified congenital anomalies of nervous system,18,6,"[0.02315, 0.03646]","[1.721, 1.447]","['C_0202', 'DPB1_0201']",3 +Other specified osteoporosis,17,4,"[0.003431, 0.04064, 0.01235, 0.03483, 0.03072, 0.01674, 0.007092]","[0.66, 0.732, 1.228, 1.21, 1.198, 1.252, 1.286]","['A_1101', 'B_4403', 'DQA1_0301', 'DQB1_0201', 'DQB1_0301', 'DQB1_0302', 'DRB1_0401']",3 +Other venous embolism and thrombosis,16,5,"[0.02947, 0.0125]","[1.248, 0.67]","['A_6801', 'DPB1_0501']",3 +Otitis media,16,0,"[0.02158, 0.02919, 0.01996, 0.0453, 0.009062, 0.01152, 0.012, 0.02624, 0.0112]","[1.174, 1.295, 0.827, 1.502, 1.208, 1.212, 0.425, 1.558, 1.526]","['A_0201', 'B_2705', 'C_0702', 'C_1402', 'DPA1_0103', 'DPA1_0201', 'DRB1_0103', 'DRB1_0407', 'DRB1_1401']",3 +Otitis media and Eustachian tube disorders,16,0,"[0.04975, 0.01395, 0.03549, 0.003689, 0.005734, 0.04346, 0.006538, 0.0457]","[1.113, 1.247, 0.876, 1.179, 1.18, 1.133, 0.518, 1.132]","['A_0201', 'B_5101', 'C_0702', 'DPA1_0103', 'DPA1_0201', 'DQA1_0201', 'DRB1_0103', 'DRB1_0701']",3 +Otorrhea,15,9,"[0.04977, 0.01869]","[0.139, 1.685]","['C_0102', 'DQB1_0202']",3 +Ovarian dysfunction,13,3,"[0.01126, 0.0196, 0.04638, 0.03101, 0.03203]","[0.466, 1.787, 0.135, 1.843, 1.471]","['A_2402', 'C_1203', 'DPB1_1101', 'DQB1_0503', 'DRB1_0401']",3 +Pain in joint,17,4,"[0.00925, 0.02548, 0.009345]","[0.919, 0.896, 0.787]","['A_0301', 'DQB1_0303', 'DRB1_0901']",3 +Pathologic fracture,17,4,"[0.03501, 0.01444, 0.01974]","[0.645, 0.648, 1.52]","['B_1801', 'B_3501', 'DQB1_0503']",3 +Pectus and other congenital anomalies of ribs/sternum,18,5,"[4.809e-05, 0.03532, 0.04805]","[5.373, 0.461, 0.423]","['B_3701', 'C_0701', 'DPB1_0201']",3 +Peripheral autonomic neuropathy,18,5,"[0.008059, 0.01981]","[3.119, 2.719]","['B_3701', 'DPB1_1301']",3 +Peripheral enthesopathies and allied syndromes,17,4,"[0.03193, 0.03431]","[0.903, 1.174]","['DQB1_0301', 'DRB1_1302']",3 +Phlebitis and thrombophlebitis,16,5,"[0.03551, 0.04324]","[0.672, 0.308]","['A_2402', 'DPB1_1301']",3 +Pituitary hyperfunction,18,4,"[0.04137, 0.0274, 0.03844]","[1.642, 1.87, 2.625]","['A_0301', 'B_1501', 'B_3503']",3 +Polyneuropathy in diabetes,15,5,"[0.01483, 0.02931, 0.03861, 0.01618, 0.007291, 0.02026, 0.005599, 0.003232, 0.004673, 0.01114, 0.04391, 0.005461, 0.001754]","[1.449, 0.457, 1.254, 1.239, 1.283, 0.769, 1.302, 0.754, 1.325, 0.767, 0.744, 1.304, 0.72]","['A_6801', 'B_3701', 'C_0304', 'DPA1_0103', 'DPA1_0201', 'DPB1_0402', 'DQB1_0201', 'DQB1_0301', 'DQB1_0302', 'DQB1_0602', 'DQB1_0603', 'DRB1_0301', 'DRB1_1501']",3 +Postmenopausal atrophic vaginitis,15,1,"[0.04855, 0.04823, 0.003456, 0.02124]","[0.76, 0.764, 1.399, 1.32]","['B_0702', 'C_0702', 'DPA1_0103', 'DPA1_0201']",3 +Posttraumatic stress disorder,16,7,"[0.02768, 0.01505, 0.0452, 0.04384, 0.009459, 0.02486, 0.01286]","[0.472, 1.978, 0.504, 0.52, 1.879, 1.632, 1.604]","['A_2902', 'B_4901', 'C_1203', 'C_1601', 'DPB1_0601', 'DQB1_0604', 'DRB1_0404']",3 +Precordial pain,16,5,"[0.009928, 0.03745, 0.006311]","[0.532, 1.551, 0.519]","['B_0702', 'C_0304', 'C_0702']",3 +Premature beats,15,1,"[0.01553, 0.03216, 0.02704, 0.0004243, 0.008947, 0.03787]","[0.62, 1.779, 0.723, 2.08, 1.312, 1.446]","['B_3501', 'B_3901', 'C_0401', 'C_0704', 'DPA1_0103', 'DPA1_0202']",3 +Premature menopause and other ovarian failure,14,5,"[0.00695, 0.005303, 0.01765, 0.0003277, 0.04986]","[1.963, 3.718, 1.859, 3.68, 1.744]","['A_0101', 'A_3001', 'B_0801', 'B_1302', 'C_0602']",3 +Primary pulmonary hypertension,16,5,"[0.03526, 0.0465, 0.02517, 0.03538, 0.01894]","[0.345, 1.305, 1.376, 1.563, 2.017]","['B_1302', 'C_0702', 'DPB1_0402', 'DQB1_0604', 'DRB1_0103']",3 +Primary/intrinsic cardiomyopathies,16,5,[0.005912],[1.251],['C_0304'],3 +Pseudomonal pneumonia,14,3,"[0.02848, 0.01408, 0.04006]","[0.111, 0.239, 1.639]","['B_1402', 'C_0802', 'C_1601']",3 +Ptosis of eyelid,15,5,"[0.002466, 0.01285, 0.01674, 0.04396, 0.04546, 0.04981]","[1.55, 1.456, 2.002, 1.336, 1.368, 1.732]","['DPA1_0103', 'DPA1_0201', 'DPB1_1001', 'DQA1_0501', 'DQB1_0201', 'DRB1_0801']",3 +Pulmonary insufficiency or respiratory failure following trauma and surgery,14,3,"[0.0254, 0.01382, 0.03647, 0.03682, 0.001994]","[0.619, 1.534, 0.724, 1.289, 1.556]","['B_1302', 'B_3701', 'C_1203', 'C_1601', 'DPB1_1101']",3 +Radiotherapy,16,2,"[0.01426, 0.0394, 0.02474, 0.0488, 0.03329, 0.009428, 0.02141, 0.04142, 0.02763, 0.004829, 0.002897, 0.03445, 0.04566, 0.01195]","[0.471, 1.424, 0.673, 1.488, 1.347, 0.739, 0.801, 1.203, 1.403, 1.41, 0.728, 0.79, 0.488, 0.646]","['A_2301', 'B_1302', 'B_1801', 'B_3701', 'B_5701', 'C_0401', 'DQA1_0101', 'DQA1_0201', 'DQA1_0401', 'DQB1_0303', 'DQB1_0501', 'DRB1_0101', 'DRB1_1201', 'DRB1_1302']",3 +Raynaud's syndrome,16,5,"[0.04149, 0.02871]","[0.428, 0.33]","['B_2705', 'DQB1_0604']",3 +Respiratory complications,13,0,"[0.03181, 0.004336, 0.0249, 0.02379]","[0.365, 3.187, 3.221, 2.208]","['DPB1_0402', 'DPB1_0601', 'DPB1_1401', 'DRB1_0404']",3 +Restless legs syndrome,12,4,"[0.0002615, 0.03677, 0.04675, 0.008025, 0.04176, 0.02146, 0.006852, 0.008217, 0.03277]","[0.603, 0.65, 0.366, 1.466, 0.734, 1.392, 1.477, 0.602, 1.358]","['A_0201', 'C_0401', 'DPB1_1101', 'DQB1_0201', 'DQB1_0301', 'DQB1_0602', 'DRB1_0301', 'DRB1_0401', 'DRB1_1501']",3 +Retinal edema,18,5,"[0.004929, 0.03629]","[2.845, 0.122]","['B_3701', 'C_0802']",3 +Rheumatic disease of the heart valves,16,5,"[0.03388, 0.02627, 0.0005071, 0.007753, 0.03352, 0.02139]","[1.375, 1.373, 1.54, 1.441, 1.483, 1.378]","['A_3101', 'A_6801', 'B_2705', 'C_0102', 'C_0704', 'DQB1_0604']",3 +Rheumatoid arthritis,13,4,"[0.001042, 0.03925, 0.009399, 0.0005041, 0.007574, 0.03572, 0.002788, 0.04986, 0.027, 0.03148, 0.007622, 0.004789, 0.009924, 0.01523, 0.02268, 0.001131, 0.005957, 0.03654, 5.92e-06, 4.016e-07, 0.001425, 4.006e-07, 5.607e-17, 0.005474, 4.939e-05, 0.004114, 2.475e-10, 1.639e-09, 0.01185, 0.001161, 0.0001724, 0.007126, 1.365e-10, 0.04669, 2.144e-25, 0.02017, 4.116e-07, 0.01269, 0.004101, 0.0002415, 0.0003411, 0.001598]","[0.78, 0.857, 1.206, 1.341, 0.695, 0.749, 1.266, 0.76, 0.744, 0.754, 0.831, 0.809, 1.203, 0.82, 1.369, 0.529, 0.523, 0.574, 1.359, 0.702, 0.703, 0.66, 1.7, 0.834, 0.688, 1.206, 1.56, 1.521, 0.65, 0.779, 0.652, 0.668, 1.591, 0.608, 2.018, 1.264, 0.66, 0.747, 0.553, 0.644, 0.61, 0.788]","['A_0301', 'B_0702', 'B_0801', 'B_1501', 'B_1801', 'B_5701', 'C_0304', 'C_0802', 'C_1203', 'C_1601', 'DPA1_0103', 'DPA1_0201', 'DPB1_0201', 'DPB1_0301', 'DPB1_0601', 'DPB1_1101', 'DPB1_1301', 'DPB1_1701', 'DQA1_0101', 'DQA1_0102', 'DQA1_0103', 'DQA1_0201', 'DQA1_0301', 'DQA1_0501', 'DQB1_0202', 'DQB1_0301', 'DQB1_0302', 'DQB1_0501', 'DQB1_0503', 'DQB1_0602', 'DQB1_0603', 'DQB1_0604', 'DRB1_0101', 'DRB1_0103', 'DRB1_0401', 'DRB1_0404', 'DRB1_0701', 'DRB1_1101', 'DRB1_1104', 'DRB1_1301', 'DRB1_1302', 'DRB1_1501']",3 +Rheumatoid arthritis and other inflammatory polyarthropathies,13,4,"[0.006642, 0.01641, 0.01154, 0.01867, 0.01636, 0.006506, 0.03147, 0.02364, 0.04282, 0.002793, 0.005394, 0.01286, 0.004418, 0.049, 3.611e-08, 3.151e-06, 0.008775, 5.837e-08, 1.386e-11, 0.02296, 3.283e-06, 0.01182, 3.844e-07, 0.03111, 4.617e-12, 0.04878, 0.004878, 0.001151, 0.003485, 7.44e-14, 0.03542, 2.391e-19, 8.474e-08, 0.01083, 0.02982, 0.003845, 0.0001427, 0.003937]","[0.836, 1.167, 1.215, 1.254, 0.746, 1.213, 0.767, 0.77, 0.884, 1.209, 0.817, 1.355, 0.633, 0.648, 1.39, 0.753, 0.781, 0.677, 1.463, 0.877, 0.684, 1.158, 1.381, 0.799, 1.532, 0.756, 0.828, 0.73, 0.681, 1.615, 0.629, 1.732, 0.68, 0.772, 0.701, 0.748, 0.633, 0.826]","['A_0301', 'B_0801', 'B_1501', 'B_2705', 'B_5701', 'C_0304', 'C_0802', 'C_1601', 'DPA1_0103', 'DPB1_0201', 'DPB1_0301', 'DPB1_0601', 'DPB1_1101', 'DPB1_1701', 'DQA1_0101', 'DQA1_0102', 'DQA1_0103', 'DQA1_0201', 'DQA1_0301', 'DQA1_0501', 'DQB1_0202', 'DQB1_0301', 'DQB1_0302', 'DQB1_0303', 'DQB1_0501', 'DQB1_0503', 'DQB1_0602', 'DQB1_0603', 'DQB1_0604', 'DRB1_0101', 'DRB1_0103', 'DRB1_0401', 'DRB1_0701', 'DRB1_1101', 'DRB1_1104', 'DRB1_1301', 'DRB1_1302', 'DRB1_1501']",3 +Sebaceous cyst,17,5,"[0.04677, 0.02956, 0.01057, 0.007127, 0.01375, 0.03617]","[1.473, 0.458, 1.352, 1.324, 1.332, 1.294]","['A_2301', 'B_3701', 'B_4001', 'C_0304', 'DQA1_0103', 'DRB1_1301']",3 +Senile osteoporosis,17,4,"[0.04663, 0.01222, 0.02002, 0.01628, 0.01864, 0.04786, 0.006459]","[0.623, 0.647, 0.715, 1.577, 1.214, 1.181, 1.29]","['B_1302', 'B_1801', 'B_3501', 'C_0704', 'DQA1_0301', 'DQB1_0301', 'DRB1_0401']",3 +Septal Deviations/Turbinate Hypertrophy,14,2,"[0.03923, 0.03055, 0.04861, 0.03833, 0.02577]","[1.303, 1.219, 0.594, 1.508, 1.583]","['B_5701', 'C_0602', 'C_0704', 'DPB1_1701', 'DQB1_0502']",3 +Sleep apnea,17,3,"[0.01268, 0.04241, 0.008168]","[0.764, 1.139, 1.401]","['A_2902', 'B_4402', 'DPB1_1301']",3 +Sleep disorders,17,3,"[0.03589, 0.0333]","[0.817, 1.111]","['A_2902', 'DQA1_0102']",3 +Somatoform disorder,17,7,"[0.03189, 0.04697, 0.03196, 0.03895, 0.003403, 0.04596, 0.02381]","[0.558, 2.024, 2.01, 0.57, 0.289, 1.832, 2.231]","['A_0101', 'A_3101', 'B_5701', 'C_0701', 'DPB1_0402', 'DQB1_0303', 'DQB1_0503']",3 +Speech and language disorder,13,7,"[0.01074, 0.01822, 0.02383, 0.0118, 0.03915]","[1.635, 0.42, 1.695, 2.092, 0.419]","['A_2402', 'B_4403', 'B_5101', 'C_1502', 'C_1601']",3 +Stomatitis and mucositis,14,8,"[0.001359, 0.03737, 0.03699, 0.03291, 0.0471, 0.03328]","[1.801, 1.388, 0.716, 0.695, 0.762, 0.342]","['A_2501', 'A_2902', 'B_1501', 'C_0303', 'C_0602', 'DRB1_1201']",3 +Stricture and stenosis of esophagus,10,2,"[0.03705, 0.0377, 0.04831, 0.01741, 0.0308, 0.04545, 0.01509, 0.02377, 0.04583, 0.03664, 0.02159]","[1.388, 1.477, 0.756, 1.489, 1.508, 1.456, 1.362, 0.698, 1.412, 1.833, 1.34]","['A_1101', 'A_2902', 'B_0702', 'B_4403', 'B_5701', 'C_1601', 'DQA1_0201', 'DQB1_0302', 'DQB1_0303', 'DRB1_0407', 'DRB1_0701']",3 +Suppurative and unspecified otitis media,16,0,"[0.02714, 0.02596, 0.0475, 0.01964, 0.01125, 0.04141, 0.04923, 0.03166, 0.03759, 0.04775, 0.005852]","[1.191, 0.808, 1.292, 1.304, 0.789, 1.58, 1.175, 1.203, 0.842, 0.488, 1.655]","['A_0201', 'B_0702', 'B_5101', 'C_0303', 'C_0702', 'C_1402', 'DPA1_0103', 'DPA1_0201', 'DPB1_0401', 'DRB1_0103', 'DRB1_1401']",3 +Symptoms involving cardiovascular system,16,5,"[0.04253, 0.0464, 0.04257, 0.04979]","[0.804, 1.611, 1.464, 1.407]","['A_0201', 'A_2301', 'A_6801', 'B_2705']",3 +Synovitis and tenosynovitis,17,4,"[0.01089, 0.009074, 0.01298, 0.003001, 0.038, 0.01461, 0.01415]","[0.511, 1.406, 1.51, 0.751, 0.81, 0.57, 0.47]","['A_2501', 'C_0202', 'DPB1_0601', 'DQA1_0101', 'DQB1_0501', 'DQB1_0503', 'DRB1_1401']",3 +Testicular dysfunction,18,0,"[0.03822, 0.04474, 0.04412, 0.02794, 0.02119, 0.03738, 0.01362, 0.04077]","[0.765, 1.255, 0.776, 0.429, 0.741, 0.749, 1.568, 1.415]","['B_0702', 'C_0701', 'C_0702', 'DPB1_0601', 'DQA1_0101', 'DQB1_0501', 'DQB1_0604', 'DRB1_1302']",3 +Testicular hypofunction,18,0,"[0.04414, 0.04553, 0.03666, 0.009725, 0.02433, 0.04006, 0.01819, 0.04869]","[0.769, 1.256, 0.573, 0.31, 0.744, 0.75, 1.547, 1.402]","['B_0702', 'C_0701', 'C_0802', 'DPB1_0601', 'DQA1_0101', 'DQB1_0501', 'DQB1_0604', 'DRB1_1302']",3 +Thyroiditis,12,0,"[0.02706, 0.01035, 0.0132, 0.03653, 0.03835, 0.01988, 0.04661]","[1.409, 1.52, 1.468, 2.061, 1.366, 0.307, 0.486]","['A_0101', 'B_0801', 'C_0701', 'DPB1_1401', 'DQA1_0501', 'DQB1_0604', 'DRB1_1302']",3 +Tinnitus,16,8,"[0.002779, 0.04639, 0.01833, 0.01357, 0.04448]","[2.299, 0.589, 0.736, 1.379, 1.286]","['B_1401', 'C_0202', 'DPA1_0103', 'DPB1_0301', 'DQB1_0602']",3 +Type 2 diabetes,15,3,"[0.01133, 0.01981, 0.04763, 0.0003553, 0.001018, 0.04476, 0.03531, 0.03704, 0.03935, 0.03711, 0.01925, 0.004392, 0.03836, 0.01364, 0.04881, 0.04707, 0.007684, 0.005956, 0.005036, 0.01228]","[0.801, 0.821, 0.788, 1.256, 1.158, 0.924, 0.859, 0.867, 0.765, 1.08, 1.096, 1.167, 0.892, 1.104, 1.083, 1.093, 0.905, 0.857, 0.702, 1.106]","['A_2601', 'B_1402', 'B_3801', 'B_5701', 'C_0602', 'C_0702', 'C_0802', 'C_1203', 'C_1402', 'DPA1_0103', 'DPA1_0201', 'DPB1_0101', 'DQA1_0103', 'DQA1_0201', 'DQB1_0201', 'DQB1_0202', 'DQB1_0301', 'DQB1_0603', 'DRB1_0407', 'DRB1_0701']",3 +Type 2 diabetes with neurological manifestations,15,5,"[0.02078, 0.002357, 0.02328, 0.02374, 0.0001662, 3.144e-05, 0.005509, 0.01245, 0.04974, 0.04305]","[0.629, 1.469, 0.462, 1.426, 1.318, 1.375, 1.338, 1.527, 0.859, 0.845]","['A_2601', 'A_6801', 'C_1402', 'C_1502', 'DPA1_0103', 'DPA1_0201', 'DPB1_0101', 'DPB1_1301', 'DQB1_0301', 'DRB1_1501']",3 +Type 2 diabetes with ophthalmic manifestations,13,1,"[0.03626, 0.04523, 0.04776, 0.01695, 0.02925, 0.007099, 0.03008, 0.01232, 0.009896, 2.956e-05, 1.988e-05, 0.02239]","[0.744, 1.297, 1.465, 1.391, 0.739, 1.422, 0.713, 1.861, 1.348, 1.668, 1.687, 0.724]","['B_0702', 'B_0801', 'B_5701', 'C_0602', 'C_0702', 'DPB1_0301', 'DPB1_0402', 'DPB1_1301', 'DQA1_0501', 'DQB1_0201', 'DRB1_0301', 'DRB1_1501']",3 +Type 2 diabetes with renal manifestations,15,5,"[0.0254, 0.04638, 0.04908, 0.01711, 0.006961, 0.03249, 0.0005475, 0.0158, 0.005651, 0.0006475, 0.004369]","[0.753, 0.66, 0.542, 1.208, 1.251, 1.179, 1.338, 0.817, 0.774, 1.334, 0.771]","['A_1101', 'A_2601', 'B_3801', 'DPA1_0103', 'DPA1_0201', 'DQA1_0501', 'DQB1_0201', 'DQB1_0301', 'DQB1_0602', 'DRB1_0301', 'DRB1_1501']",3 +Ulceration of the lower GI tract,15,6,"[0.02491, 0.02975, 0.0403, 0.03892, 0.009682, 0.04461, 0.01425, 0.0367, 0.01778]","[0.563, 0.551, 1.848, 0.582, 2.485, 1.714, 0.492, 0.293, 0.513]","['A_0101', 'B_0702', 'B_2705', 'C_0702', 'C_1502', 'DPB1_0101', 'DQB1_0602', 'DRB1_1101', 'DRB1_1501']",3 +Urethral stricture (not specified as infectious),13,7,"[0.01152, 0.02999, 0.01817, 0.0228, 0.005497]","[1.958, 1.87, 1.674, 2.223, 1.71]","['B_5101', 'B_5701', 'C_0602', 'C_1502', 'DQA1_0501']",3 +Vaginitis and vulvovaginitis,18,5,"[0.01105, 0.02914]","[1.99, 1.386]","['B_3701', 'C_0602']",3 +Valvular heart disease/ heart chambers,18,6,"[0.03566, 0.0485, 0.007862, 0.03557, 0.04104, 0.04948, 0.01047]","[1.496, 1.326, 0.512, 1.31, 0.233, 1.264, 1.986]","['A_3101', 'B_1501', 'B_1801', 'C_0304', 'C_1402', 'DQB1_0302', 'DRB1_0407']",3 +Varicose veins,16,5,"[0.01979, 0.03052, 0.02333, 0.03206, 0.03491]","[0.515, 1.555, 1.555, 1.528, 1.32]","['A_2902', 'A_3101', 'A_6801', 'C_0102', 'DPB1_0301']",3 +"Varicose veins of lower extremity, symptomtic",16,5,"[0.03981, 0.01705]","[0.68, 1.625]","['A_0101', 'DQB1_0603']",3 +Vascular insufficiency of intestine,16,5,"[0.04308, 0.04443, 0.03375]","[1.588, 0.458, 0.34]","['B_3501', 'B_4403', 'C_1601']",3 diff --git a/outputs/clusters/phenotype_cluster_4.csv b/outputs/clusters/phenotype_cluster_4.csv index 747882c..20e8f69 100644 --- a/outputs/clusters/phenotype_cluster_4.csv +++ b/outputs/clusters/phenotype_cluster_4.csv @@ -1,239 +1,235 @@ phewas_string,x,y,p_values,odds_ratios,snps,cluster -Acquired toe deformities,7,7,"[0.02547, 0.03584, 0.01414, 0.00726, 0.04453, 0.0004123, 0.0446, 0.04569]","[1.634, 0.757, 1.44, 1.347, 0.757, 1.538, 0.751, 0.437]","['DPB1_0501', 'DQA1_0101', 'DQA1_0103', 'DQA1_0301', 'DQB1_0201', 'DQB1_0302', 'DQB1_0501', 'DRB1_1104']",4 -Acute pancreatitis,7,7,"[0.02171, 0.002368, 0.01469, 0.0419, 0.01376, 0.03349]","[0.586, 1.452, 1.397, 0.629, 1.403, 1.474]","['DQA1_0103', 'DQA1_0301', 'DQB1_0302', 'DQB1_0603', 'DRB1_0401', 'DRB1_0404']",4 -Acute pulmonary heart disease,5,5,"[0.02428, 0.006293]","[1.632, 1.479]","['B_4901', 'DRB1_1302']",4 -Acute vascular insufficiency of intestine,5,5,"[0.02985, 0.02036, 0.04057]","[0.418, 0.448, 2.609]","['B_0801', 'C_0701', 'C_0704']",4 -"Acute, but ill-defined cerebrovascular disease",4,5,[0.03625],[1.446],['A_6801'],4 -Adverse effects of sedatives or other central nervous system depressants and anesthetics,7,7,"[0.03816, 0.005106, 0.04748, 0.02283, 0.02226, 0.002106, 0.002082, 0.03838]","[2.691, 2.229, 1.987, 1.771, 1.729, 2.144, 2.519, 1.894]","['B_3801', 'B_4001', 'C_1203', 'DPB1_0201', 'DQA1_0301', 'DQB1_0302', 'DRB1_0404', 'DRB1_1301']",4 -Allergic conjunctivitis,6,5,"[0.02074, 0.03726]","[1.465, 0.738]","['B_5101', 'DPB1_0301']",4 -Amblyopia,6,4,"[0.01081, 0.004131]","[1.728, 1.918]","['DQA1_0301', 'DRB1_0401']",4 -Anatomical abnormatilies of kidney and ureters,5,6,[0.004084],[2.101],['A_3101'],4 -Anterior pituitary disorders,6,9,"[0.02896, 0.04808]","[0.611, 1.753]","['DPA1_0201', 'DPA1_0202']",4 -Anticoagulants causing adverse effects,5,7,"[0.04588, 0.004339, 0.02972, 0.03597, 0.006544, 0.02119]","[2.395, 4.469, 0.208, 2.362, 4.165, 0.253]","['A_3101', 'B_1401', 'C_0602', 'C_0802', 'C_1402', 'DPB1_0301']",4 -Arteritis NOS,5,5,"[0.0382, 0.03995, 0.02144, 0.0403]","[0.471, 0.127, 1.498, 0.494]","['B_4403', 'DPB1_1101', 'DQB1_0302', 'DRB1_1301']",4 -Arthropathy associated with neurological disorders,5,4,"[0.02872, 0.01407, 0.02121, 0.03215, 0.02424, 0.01676, 0.01599, 0.03395]","[0.276, 2.512, 2.19, 0.215, 0.383, 0.459, 0.407, 0.431]","['A_1101', 'A_2501', 'A_6801', 'B_3501', 'C_0401', 'DQA1_0101', 'DQB1_0501', 'DRB1_0101']",4 -Arthropathy associated with other disorders classified elsewhere,5,4,"[0.02374, 0.03205, 0.03256, 0.03114, 0.0195, 0.04445, 0.02554]","[0.354, 2.121, 1.934, 0.333, 0.442, 0.526, 2.188]","['A_1101', 'A_2501', 'A_6801', 'B_3501', 'C_0401', 'DRB1_0101', 'DRB1_0801']",4 -Asthma with exacerbation,9,6,"[0.02025, 0.04948, 0.04663, 0.029]","[1.652, 0.741, 0.136, 1.344]","['A_3101', 'B_0702', 'B_3801', 'DPB1_0201']",4 -Atherosclerosis of native arteries of the extremities with ulceration or gangrene,9,6,"[0.01312, 0.02928, 0.02008]","[1.596, 1.533, 2.097]","['DPB1_0201', 'DQB1_0302', 'DRB1_0801']",4 -Benign neoplasm of adrenal gland,8,8,"[0.04753, 0.04113, 0.009866, 0.04967, 0.04022, 0.01917, 0.02446]","[3.273, 1.816, 0.155, 2.015, 0.294, 3.415, 2.233]","['B_4002', 'DQA1_0301', 'DQB1_0501', 'DQB1_0603', 'DRB1_0101', 'DRB1_0901', 'DRB1_1301']",4 -Benign neoplasm of respiratory and intrathoracic organs,6,7,"[0.02859, 0.01352]","[1.589, 1.678]","['B_4402', 'C_0501']",4 -Benign neoplasm of skin,7,8,"[0.001077, 0.01453, 0.01494, 0.004143, 0.008426]","[1.445, 1.437, 1.213, 1.254, 1.242]","['A_2601', 'B_3801', 'DQA1_0103', 'DQB1_0603', 'DRB1_1301']",4 -Bundle branch block,5,5,"[0.01504, 0.03497]","[0.242, 1.599]","['B_3801', 'C_0704']",4 -Bursitis disorders,7,6,"[0.04447, 0.02943, 0.04921, 0.01389]","[0.601, 1.84, 1.762, 2.277]","['A_0301', 'B_2705', 'C_0202', 'DRB1_0801']",4 -Cancer of liver and intrahepatic bile duct,5,6,"[0.00369, 0.0174]","[1.934, 0.34]","['A_3101', 'C_0102']",4 -Cancer of major salivary glands,6,7,"[0.001432, 2.005e-05, 0.005053]","[2.095, 2.611, 3.317]","['B_4402', 'C_0501', 'DQB1_0502']",4 -Cancer of the mouth floor,6,7,"[0.0002679, 0.04576, 0.01819]","[3.749, 1.753, 1.923]","['A_2501', 'B_4402', 'C_0501']",4 -"Cancer, suspected or other",6,7,"[0.004556, 0.04864, 0.02627, 0.04068, 0.02993, 0.01373, 0.02374, 0.01574, 0.03932, 0.0167]","[0.837, 0.722, 1.401, 1.144, 1.153, 0.802, 0.816, 0.581, 1.138, 0.798]","['A_0301', 'A_2301', 'A_3001', 'B_4402', 'C_0501', 'DQA1_0103', 'DQB1_0603', 'DRB1_0103', 'DRB1_0401', 'DRB1_1301']",4 -Cardiomyopathy,5,5,"[0.04793, 0.01811]","[0.626, 1.199]","['B_3801', 'C_0304']",4 -Cataract,6,4,"[0.03869, 0.03505]","[0.856, 0.854]","['B_4403', 'DRB1_1101']",4 -Central origin vertigo,6,5,[0.04505],[1.96],['C_0501'],4 -Cerebral ischemia,5,5,"[0.002579, 0.04568, 0.01487]","[1.712, 1.352, 1.421]","['B_4002', 'C_0704', 'DPB1_1001']",4 -Cerebrovascular disease,5,5,"[0.02491, 0.009886, 0.01198]","[1.231, 1.397, 1.137]","['B_1302', 'B_4002', 'C_0602']",4 -Cholangitis,7,8,"[9.709e-06, 0.03519, 4.388e-05, 0.03929, 0.001289, 0.04159, 0.02822, 0.03249, 0.001693, 0.01272]","[1.852, 0.653, 1.735, 1.451, 1.574, 0.69, 0.673, 1.472, 1.559, 1.577]","['B_0801', 'C_0602', 'C_0701', 'DQA1_0103', 'DQB1_0201', 'DQB1_0302', 'DQB1_0501', 'DQB1_0603', 'DRB1_0301', 'DRB1_1301']",4 -Chronic bronchitis,5,4,"[0.0074, 0.04623, 0.0364, 0.01717, 0.04374, 0.01085]","[1.459, 1.304, 1.346, 0.766, 0.709, 1.246]","['A_6801', 'B_2705', 'C_0102', 'C_0401', 'C_1601', 'DQA1_0101']",4 -Chronic obstructive asthma,5,6,"[0.001151, 0.02006, 0.007754, 0.04649, 0.01316]","[2.142, 0.468, 0.523, 1.423, 1.964]","['A_3101', 'B_3501', 'C_0401', 'C_0602', 'DPB1_0601']",4 -Chronic osteomyelitis,6,6,"[0.04007, 0.03509, 0.04888, 0.04785, 0.0298, 0.01132]","[0.611, 0.121, 1.514, 0.701, 1.379, 2.136]","['A_1101', 'C_0704', 'C_1203', 'DPB1_0301', 'DQB1_0302', 'DRB1_0103']",4 -Chronic sinusitis,6,6,"[0.01766, 0.03498, 0.02168, 0.02131, 0.0241, 0.03852, 0.01556, 0.02701]","[0.852, 1.252, 0.545, 0.794, 1.254, 0.763, 0.666, 1.161]","['A_0301', 'A_6801', 'B_1401', 'B_3501', 'C_1203', 'DPA1_0202', 'DPB1_0501', 'DQB1_0302']",4 -Complication due to other implant and internal device,9,6,"[0.03247, 0.04865]","[1.805, 1.264]","['B_3901', 'DPB1_0201']",4 -Conductive hearing loss,6,4,"[0.04668, 0.005654, 0.04098, 0.04854]","[0.314, 1.738, 0.695, 0.693]","['B_3901', 'C_1502', 'DQB1_0603', 'DRB1_1301']",4 -Congenital anomalies of genital organs,7,5,[0.009788],[2.431],['B_3503'],4 -Congenital anomalies of great vessels,7,5,"[0.03898, 0.03341, 0.02451]","[1.276, 1.728, 0.721]","['B_0702', 'B_3701', 'DPB1_0402']",4 -Congenital anomalies of limbs,6,9,"[0.02181, 0.03485, 0.01177, 0.02643]","[2.492, 1.767, 2.112, 0.658]","['B_1401', 'DPA1_0202', 'DPB1_0601', 'DQA1_0102']",4 -Congenital anomalies of male genital organs,7,5,[0.04076],[2.355],['B_3503'],4 -Congenital anomalies of the eye,6,9,[0.009892],[2.732],['DPA1_0202'],4 -Congenital coagulation defects,6,6,"[0.02248, 0.02341, 0.03642, 0.04157, 0.03662, 0.02382]","[1.629, 2.458, 1.92, 0.532, 1.541, 1.867]","['A_0301', 'B_4901', 'C_1203', 'DPB1_0402', 'DQA1_0102', 'DRB1_1101']",4 -Congenital hip dysplasia and deformity,5,7,"[0.001509, 0.007447, 0.02727, 0.01608, 0.0433, 0.01239, 0.007673]","[4.658, 2.103, 1.861, 2.428, 0.479, 2.516, 2.994]","['B_1401', 'B_4402', 'C_0501', 'C_0802', 'DPA1_0201', 'DPA1_0202', 'DPB1_0601']",4 -"Conjunctivitis, infectious",9,7,[0.02444],[1.389],['DQA1_0101'],4 -"Conjunctivitis, noninfectious",6,4,"[0.04483, 0.02515]","[0.54, 1.357]","['A_2501', 'DRB1_1301']",4 -Contracture of tendon (sheath),8,7,"[0.03351, 0.01626, 0.04512, 0.03274, 0.03602, 0.01029, 0.0496, 0.04463]","[2.673, 1.809, 0.594, 1.726, 0.638, 1.726, 1.669, 1.71]","['B_1401', 'B_1501', 'DPA1_0201', 'DQA1_0103', 'DQA1_0501', 'DQB1_0302', 'DQB1_0603', 'DRB1_1301']",4 -Corneal dystrophy,6,4,[0.01131],[1.828],['DQB1_0202'],4 -Cystitis and urethritis,6,6,"[0.04901, 0.02462, 0.04455]","[1.675, 1.493, 1.79]","['B_3503', 'C_1203', 'DQB1_0502']",4 -Cystoid macular degeneration of retina,6,9,[0.02658],[1.776],['DPA1_0202'],4 -Deep vein thrombosis [DVT],4,5,[0.03675],[1.341],['A_6801'],4 -Defibrination syndrome,7,6,"[0.01588, 0.03909]","[2.306, 2.932]","['C_0202', 'DQB1_0502']",4 -Degeneration of intervertebral disc,8,7,"[0.03993, 0.005203, 0.00687, 0.005438, 0.001697]","[1.141, 1.353, 1.26, 1.269, 1.319]","['A_0101', 'A_3201', 'DQA1_0103', 'DQB1_0603', 'DRB1_1301']",4 -Degeneration of macula and posterior pole of retina,6,5,"[0.03676, 0.03144, 0.02104, 0.01979, 0.0214, 0.02325, 0.0444]","[0.753, 1.322, 1.237, 1.204, 0.695, 0.812, 1.187]","['B_4403', 'B_5701', 'C_0602', 'C_0701', 'C_1601', 'DPB1_0201', 'DRB1_0301']",4 -Delayed milestones,5,6,"[0.03526, 0.007455, 0.0353]","[1.645, 1.793, 0.339]","['A_3101', 'C_0102', 'DPB1_1101']",4 -Dementia with cerebral degenerations,3,6,"[0.0334, 0.03956, 0.002837, 0.03566, 0.0163]","[1.926, 2.976, 4.21, 1.893, 3.583]","['A_0301', 'A_2301', 'B_4901', 'DQB1_0301', 'DRB1_0103']",4 -"Derangement of joint, non-traumatic",8,7,"[0.03272, 0.02254, 0.03752, 0.0293, 0.0478, 0.01671, 0.03031, 0.01288, 0.02497]","[0.554, 1.512, 0.664, 1.588, 0.509, 2.112, 1.481, 1.562, 1.523]","['B_3501', 'C_0303', 'C_0501', 'C_1203', 'C_1601', 'DPB1_1401', 'DQA1_0103', 'DQB1_0603', 'DRB1_1301']",4 -Digestive congenital anomalies,8,6,"[0.02047, 0.0267, 0.02588, 0.01866, 0.009424, 0.04575, 0.02997, 0.02097]","[0.701, 1.562, 0.394, 1.626, 1.771, 1.803, 1.611, 2.258]","['A_0201', 'A_1101', 'B_1801', 'B_3501', 'B_5101', 'B_5501', 'DRB1_0404', 'DRB1_0407']",4 -Diplopia and disorders of binocular vision,7,8,"[0.03235, 0.02162, 4.444e-05, 0.03278, 4.994e-05, 0.03461, 0.03867, 1.142e-05]","[1.575, 1.738, 1.888, 1.34, 1.887, 0.68, 1.329, 2.009]","['A_3201', 'B_1302', 'DQA1_0103', 'DQB1_0201', 'DQB1_0603', 'DRB1_0101', 'DRB1_0301', 'DRB1_1301']",4 -Disease of tricuspid valve,5,6,"[0.04837, 0.0452, 0.00254, 0.0395, 0.006287]","[0.468, 1.525, 1.698, 1.5, 1.675]","['A_2601', 'A_3101', 'B_2705', 'C_0102', 'DQB1_0604']",4 -Diseases of pancreas,9,6,"[0.0183, 0.03254, 0.03649, 0.03834]","[1.235, 1.218, 1.191, 1.218]","['B_0702', 'DPB1_0201', 'DQA1_0301', 'DRB1_0401']",4 -Diseases of pulp and periapical tissues,5,6,"[0.02797, 0.04813, 0.005408]","[2.296, 1.678, 1.992]","['A_3101', 'B_0801', 'C_0701']",4 -"Diseases of the oral soft tissues, excluding lesions specific for gingiva and tongue",6,7,"[0.007412, 0.01575, 0.0005609, 0.007775, 0.001701]","[1.486, 0.756, 1.331, 0.717, 1.3]","['A_2501', 'B_1501', 'B_4402', 'C_0303', 'C_0501']",4 -Disorders of conjunctiva,6,4,[0.02918],[0.608],['DQA1_0102'],4 -Disorders of iris and ciliary body,7,8,"[0.01078, 0.01912, 0.0498]","[2.785, 2.029, 1.873]","['DPB1_0501', 'DQB1_0603', 'DRB1_1301']",4 -"Disorders of muscle, ligament, and fascia",8,8,"[0.004638, 0.03123, 0.0003976, 0.004922, 0.03788, 0.01353, 0.02142, 0.04642, 0.0164, 0.03676, 0.01499, 0.0232]","[3.745, 2.09, 2.884, 3.079, 1.703, 0.557, 0.52, 1.813, 0.424, 1.866, 2.068, 0.461]","['B_4002', 'B_5701', 'C_0202', 'C_0704', 'DPB1_0301', 'DPB1_0401', 'DQA1_0102', 'DQA1_0103', 'DQB1_0602', 'DQB1_0603', 'DRB1_1301', 'DRB1_1501']",4 -Disorders of optic nerve and visual pathways,6,4,"[0.04904, 0.02763]","[0.662, 0.607]","['DQB1_0603', 'DRB1_1301']",4 -Disorders of penis,6,5,"[0.01661, 0.0333, 0.02308, 0.01918, 0.0429]","[1.643, 0.439, 1.427, 1.868, 0.306]","['B_5101', 'C_1601', 'DPB1_0301', 'DPB1_0501', 'DPB1_1101']",4 -Disorders of refraction and accommodation; blindness and low vision,6,5,"[0.01888, 0.008728, 0.02676, 0.02519, 0.02512, 0.01172, 0.04391, 0.002791, 0.008197, 0.04052]","[1.448, 1.378, 0.634, 0.792, 1.334, 0.819, 1.329, 0.576, 1.433, 0.68]","['A_3001', 'B_1302', 'B_3503', 'B_4403', 'B_5501', 'C_0401', 'C_0704', 'C_1502', 'DPB1_1301', 'DRB1_1401']",4 -Disorders of the pituitary gland and its hypothalamic control,6,6,"[0.04049, 0.03419, 0.01006, 0.01176, 0.04729]","[1.236, 0.633, 1.477, 1.479, 1.449]","['A_0301', 'A_2902', 'B_1801', 'C_1203', 'DQB1_0503']",4 -Disorders of vitreous body,6,4,[0.04588],[1.29],['B_5701'],4 -Duodenal ulcer,9,6,"[0.005425, 0.01181, 0.0465]","[2.364, 1.709, 1.522]","['A_3101', 'DPB1_0201', 'DQA1_0101']",4 -Dysmetabolic syndrome X,4,5,"[0.03207, 0.01687, 0.02914]","[0.286, 1.934, 0.401]","['A_2902', 'A_6801', 'B_3501']",4 -Dysthymic disorder,6,7,"[0.01512, 0.04079, 0.04927, 0.03495, 0.04656, 0.02454]","[1.744, 1.233, 1.224, 1.354, 1.211, 0.82]","['B_3901', 'B_4402', 'C_0501', 'C_1203', 'DPB1_0201', 'DPB1_0401']",4 -Embolism and thrombosis of abdominal aorta,5,5,[0.04528],[2.846],['B_4901'],4 -Endocarditis,4,5,"[0.02234, 0.02175, 0.02185]","[1.723, 0.412, 1.656]","['A_6801', 'B_5101', 'DRB1_1302']",4 -Essential hypertension,4,5,"[0.04336, 0.02248, 0.0103]","[1.125, 0.894, 0.868]","['A_6801', 'B_4403', 'C_1601']",4 -Essential tremor,5,8,"[0.004194, 0.03767, 0.003082, 0.02693, 0.001497, 0.04002, 0.02984, 0.03888]","[1.85, 1.529, 1.745, 1.595, 2.532, 0.719, 1.925, 1.914]","['A_6801', 'B_2705', 'B_5101', 'B_5701', 'C_1402', 'DQA1_0101', 'DRB1_0901', 'DRB1_1201']",4 -Eustachian tube disorders,6,5,"[0.009132, 0.03524, 0.01433, 0.04215]","[0.558, 1.309, 1.519, 1.201]","['A_3101', 'B_5101', 'C_1502', 'DPB1_0201']",4 -Extrapyramidal disease and abnormal movement disorders,5,8,"[0.0028, 0.007851, 0.01583, 0.001989, 0.001066, 0.01359, 0.043, 0.03863, 0.04415, 0.04273]","[1.554, 1.29, 1.38, 1.318, 2.022, 0.777, 1.222, 0.799, 1.212, 1.57]","['A_6801', 'B_0801', 'B_5101', 'C_0701', 'C_1402', 'DQA1_0101', 'DQB1_0302', 'DQB1_0501', 'DRB1_0301', 'DRB1_1201']",4 -"Eye infection, viral",6,5,"[0.04989, 0.02639, 0.01834]","[0.245, 0.584, 2.573]","['DPB1_0101', 'DPB1_0401', 'DPB1_0501']",4 -Failure to thrive (childhood),6,9,"[0.02292, 0.03515, 0.01387, 0.007826, 0.01202, 0.03863, 0.005162]","[1.913, 1.605, 1.588, 0.72, 1.608, 1.523, 2.206]","['A_3001', 'B_1302', 'C_0102', 'C_0701', 'DPA1_0202', 'DQA1_0401', 'DRB1_0407']",4 -Fracture of clavicle or scapula,7,8,"[0.01925, 0.04871, 0.03888, 0.007381, 0.03778]","[0.478, 1.42, 0.126, 1.798, 1.625]","['A_2402', 'C_0701', 'DQA1_0401', 'DQB1_0603', 'DRB1_1301']",4 -Fracture of radius and ulna,7,8,"[0.001256, 0.04834, 0.02791, 0.01963, 0.0002727, 0.02194, 0.02292, 0.02455, 0.04849]","[2.02, 1.45, 1.383, 1.769, 1.651, 1.335, 1.696, 0.363, 1.298]","['A_3001', 'B_1302', 'B_2705', 'B_4002', 'C_0202', 'DQB1_0603', 'DRB1_0103', 'DRB1_0901', 'DRB1_1301']",4 -Fracture of unspecified bones,9,7,"[0.01648, 0.04418, 0.03311, 0.04637]","[0.75, 0.567, 0.535, 1.186]","['A_2402', 'C_0704', 'DPB1_1301', 'DQA1_0101']",4 -Functional disorders of bladder,5,9,"[0.01714, 0.04788, 0.03723]","[1.437, 1.207, 1.302]","['DPA1_0202', 'DQB1_0602', 'DRB1_1301']",4 -"Ganglion and cyst of synovium, tendon, and bursa",8,7,"[0.03199, 0.0293, 0.02544, 0.03225, 0.01911, 0.03737, 0.02631, 0.02518, 0.04044, 0.02506]","[1.473, 1.561, 2.164, 1.54, 1.46, 1.421, 1.565, 1.438, 0.128, 1.591]","['C_0304', 'DPB1_0101', 'DPB1_1401', 'DQA1_0103', 'DQB1_0201', 'DQB1_0302', 'DQB1_0603', 'DRB1_0301', 'DRB1_0801', 'DRB1_1301']",4 -Gastric ulcer,6,6,"[0.02254, 0.009496, 0.02504, 0.01287, 0.02131, 0.003625, 0.01042, 0.0161, 0.02223]","[0.49, 0.587, 2.172, 0.612, 1.741, 1.625, 0.636, 0.61, 0.633]","['A_1101', 'B_0702', 'B_3503', 'C_0702', 'C_1203', 'DPB1_0201', 'DQA1_0102', 'DQB1_0602', 'DRB1_1501']",4 -"Gastritis and duodenitis, NOS",9,6,"[0.003591, 0.04709, 0.01281, 0.04819, 0.008785]","[2.432, 1.387, 1.461, 1.718, 2.055]","['B_3701', 'DPB1_0201', 'DQB1_0301', 'DQB1_0402', 'DRB1_0801']",4 -Giant cell arteritis,8,5,"[0.00965, 0.02405, 0.006798, 0.01259, 0.04972, 0.02269, 0.01303, 0.02197]","[1.785, 1.913, 1.866, 0.593, 1.485, 0.571, 1.641, 0.575]","['B_1501', 'C_0102', 'C_0303', 'DQA1_0102', 'DQB1_0302', 'DQB1_0602', 'DRB1_0401', 'DRB1_1501']",4 -Gingivitis,3,6,"[0.004693, 0.01642, 0.02668]","[2.15, 0.69, 0.644]","['A_2301', 'DQA1_0301', 'DRB1_0401']",4 -Glaucoma,6,4,"[0.01261, 0.01356, 0.00274, 0.04091, 0.006346, 0.007553]","[0.829, 1.353, 0.566, 1.26, 0.658, 0.832]","['A_0101', 'A_6801', 'B_1402', 'B_2705', 'C_0802', 'DQA1_0501']",4 -Gout,6,5,"[0.0308, 0.03172, 0.02333, 0.03347, 0.03034]","[1.25, 0.833, 0.82, 1.155, 0.663]","['B_5101', 'C_0501', 'C_0602', 'C_0701', 'DPB1_0501']",4 -Gout and other crystal arthropathies,6,5,"[0.04581, 0.0497, 0.02245, 0.03577, 0.02199, 0.03375]","[1.226, 0.85, 0.822, 1.15, 1.238, 0.676]","['B_5101', 'C_0501', 'C_0602', 'C_0701', 'DPB1_0101', 'DPB1_0501']",4 -Gouty arthropathy,5,6,"[0.00161, 0.0301, 0.03258, 0.02904, 0.04417, 0.01981]","[1.92, 1.589, 0.673, 1.656, 1.462, 1.758]","['A_3101', 'A_6801', 'C_0602', 'DQB1_0402', 'DRB1_0404', 'DRB1_0801']",4 -Hallux rigidus,8,8,"[0.03629, 0.04982, 0.004493, 0.01735, 0.01667, 0.04426, 0.0373, 0.02313, 0.0184]","[3.089, 2.151, 0.228, 2.195, 0.288, 1.984, 2.969, 3.281, 2.232]","['B_3801', 'C_1203', 'DQA1_0101', 'DQA1_0103', 'DQB1_0501', 'DQB1_0603', 'DRB1_0901', 'DRB1_1201', 'DRB1_1301']",4 -Hammer toe (acquired),7,7,"[0.004334, 0.01006, 0.04783, 0.02512, 0.03329, 0.001968, 0.02541, 0.005723, 0.005691, 0.002827, 0.0003642, 0.003299, 0.009248]","[0.59, 1.567, 1.374, 0.703, 1.816, 2.091, 1.483, 1.443, 0.676, 0.583, 1.671, 0.588, 1.643]","['B_0801', 'B_4001', 'C_0304', 'C_0701', 'C_0704', 'DPB1_0501', 'DQA1_0103', 'DQA1_0301', 'DQA1_0501', 'DQB1_0201', 'DQB1_0302', 'DRB1_0301', 'DRB1_0404']",4 -Hearing loss,6,4,"[0.03418, 0.01344]","[1.127, 0.792]","['A_2402', 'A_6801']",4 -Hemorrhage NOS,4,7,[0.008315],[1.867],['B_4402'],4 -Hemorrhage from gastrointestinal ulcer,7,6,"[0.02336, 0.005927, 0.0346, 0.03575, 0.03554]","[1.891, 2.313, 1.731, 1.674, 2.658]","['B_4001', 'C_0202', 'C_0304', 'DPB1_0301', 'DRB1_0103']",4 -Hemorrhage of gastrointestinal tract,5,6,"[0.0009678, 0.008149, 0.0466, 0.04258]","[1.555, 1.515, 0.828, 1.277]","['A_3101', 'C_1502', 'DPB1_0402', 'DRB1_1302']",4 -Hydrocele,4,7,"[0.01622, 0.04243, 0.04136, 0.04734, 0.0285, 0.04712]","[1.724, 0.303, 2.142, 1.582, 0.209, 2.332]","['B_4402', 'B_4403', 'DPB1_0501', 'DRB1_0101', 'DRB1_0404', 'DRB1_1201']",4 -Hyperglyceridemia,9,7,"[0.04207, 0.01044, 0.02263, 0.00488, 0.04762]","[1.494, 1.465, 0.703, 0.628, 0.539]","['DPB1_0101', 'DQA1_0101', 'DQA1_0301', 'DQB1_0301', 'DRB1_1101']",4 -Hypermetropia,7,6,"[0.003086, 0.00754, 0.01211, 0.02477, 0.03002, 0.01109, 0.02115, 0.02179, 0.02577]","[2.028, 2.123, 2.116, 1.915, 0.605, 1.664, 1.649, 0.525, 0.543]","['B_1501', 'B_2705', 'C_0102', 'C_0202', 'DQA1_0102', 'DQA1_0301', 'DQB1_0302', 'DQB1_0602', 'DRB1_1501']",4 -Hypertension,4,5,"[0.03994, 0.02711, 0.01419]","[1.127, 0.898, 0.874]","['A_6801', 'B_4403', 'C_1601']",4 -Hypertensive chronic kidney disease,4,5,"[0.02929, 0.04088, 0.02695, 0.03907, 0.01587, 0.0348, 0.03002, 0.04059]","[1.263, 0.737, 0.648, 0.663, 1.189, 1.141, 1.151, 1.137]","['A_6801', 'B_1302', 'B_3503', 'B_3801', 'C_0304', 'DQB1_0201', 'DQB1_0302', 'DRB1_0301']",4 -Hypertensive heart and/or renal disease,4,5,"[0.01974, 0.03261, 0.006217, 0.0342, 0.01097]","[1.247, 1.144, 1.16, 1.216, 1.148]","['A_6801', 'C_0304', 'DQB1_0201', 'DQB1_0604', 'DRB1_0301']",4 -Hypocalcemia,8,7,"[0.04965, 0.01696, 0.007537, 0.006615, 0.003047, 0.0369, 0.008623]","[1.453, 0.48, 1.426, 1.494, 1.544, 0.721, 1.496]","['A_3201', 'A_6801', 'C_0304', 'DQA1_0103', 'DQB1_0603', 'DRB1_0101', 'DRB1_1301']",4 -Hypovolemia,5,6,"[0.01347, 0.005938, 0.01458, 0.01796, 0.002461, 0.04789]","[1.22, 0.675, 1.206, 1.131, 1.154, 0.784]","['A_3101', 'B_3801', 'C_0102', 'C_0304', 'DQB1_0302', 'DRB1_1401']",4 -Ill-defined descriptions and complications of heart disease,5,5,"[0.02477, 0.01868, 0.04582, 0.03784]","[0.838, 1.575, 0.838, 0.852]","['B_0702', 'B_1401', 'C_0501', 'DQA1_0101']",4 -Impacted cerumen,6,4,"[0.0472, 0.02616, 0.04664, 0.04512]","[0.701, 0.796, 1.371, 1.404]","['C_0802', 'DPB1_0402', 'DQB1_0402', 'DRB1_0801']",4 -Impaired fasting glucose,6,7,"[0.001331, 0.01337, 0.01419, 0.04758]","[0.573, 1.481, 1.479, 0.315]","['A_0101', 'B_4402', 'C_0501', 'DPB1_0601']",4 -Infection of the eye,9,7,"[0.04442, 0.04237, 0.02124]","[1.31, 0.654, 1.313]","['C_0602', 'DPB1_0101', 'DQA1_0101']",4 -Infective connective tissue disorders,4,7,"[0.0123, 0.01855, 0.02198, 0.01476]","[1.952, 2.15, 1.92, 2.002]","['A_0301', 'B_3501', 'B_4402', 'DRB1_0101']",4 -Inflammation of the eye,6,4,"[0.01721, 0.01975, 0.0313, 0.02146, 0.04498]","[0.647, 0.793, 1.256, 1.3, 1.205]","['A_2501', 'B_1501', 'B_2705', 'C_0102', 'DRB1_1301']",4 -Inguinal hernia,7,8,"[0.02983, 0.006943, 0.03379]","[0.776, 1.395, 1.32]","['DQB1_0302', 'DQB1_0603', 'DRB1_1301']",4 -Injuries to the nervous system,5,8,"[0.02777, 0.01609, 0.02629, 0.002759, 0.04397]","[1.703, 1.574, 2.379, 2.333, 0.627]","['B_5101', 'C_0501', 'C_1402', 'DPB1_0601', 'DQB1_0501']",4 -Intervertebral disc disorders,8,7,"[0.01432, 0.03151, 0.04626, 0.03483, 0.04737, 0.0196, 0.01529, 0.01317]","[1.14, 0.832, 1.161, 0.867, 1.286, 1.186, 1.194, 1.207]","['A_0101', 'B_3501', 'C_0303', 'C_0401', 'C_0704', 'DQA1_0103', 'DQB1_0603', 'DRB1_1301']",4 -Intracerebral hemorrhage,4,5,"[0.01092, 0.02303, 0.02807, 0.02386]","[1.761, 2.186, 0.699, 1.752]","['A_6801', 'B_4002', 'C_0701', 'DQB1_0503']",4 -Keloid scar,7,8,"[0.009107, 0.03395, 0.03367, 0.03925, 0.02744, 0.02296]","[2.515, 2.464, 1.78, 2.608, 1.819, 1.88]","['B_1302', 'B_3701', 'DQA1_0103', 'DQB1_0502', 'DQB1_0603', 'DRB1_1301']",4 -Labyrinthitis,9,7,"[0.01935, 0.04735, 0.02988, 0.01069, 0.04435, 0.02641, 0.04866]","[2.5, 3.008, 2.188, 3.864, 1.847, 0.42, 1.869]","['B_1801', 'B_3801', 'C_0303', 'C_1402', 'DQA1_0101', 'DQB1_0301', 'DQB1_0302']",4 -Lack of normal physiological development,6,9,"[0.007339, 0.03805, 0.04101, 0.03048, 0.02136]","[1.439, 1.34, 0.712, 1.441, 0.712]","['C_0102', 'DPA1_0202', 'DQB1_0604', 'DRB1_0801', 'DRB1_1302']",4 -"Lack of normal physiological development, unspecified",6,9,"[0.00483, 0.03553, 0.03161, 0.0403]","[1.772, 0.688, 1.372, 1.544]","['C_0102', 'C_0401', 'C_0602', 'DPA1_0202']",4 -Liver replaced by transplant,7,8,"[0.03309, 0.03181, 0.02219, 0.006612, 0.0125, 0.003224, 0.04993, 0.03462, 0.01075, 0.04354, 0.01373]","[1.666, 0.593, 0.734, 1.384, 1.386, 0.689, 0.641, 1.384, 1.359, 0.639, 1.47]","['A_2301', 'B_5101', 'DQA1_0101', 'DQB1_0201', 'DQB1_0202', 'DQB1_0301', 'DQB1_0303', 'DQB1_0603', 'DRB1_0301', 'DRB1_1101', 'DRB1_1301']",4 -Lower gastrointestinal congenital anomalies,8,6,"[0.0339, 0.03516, 0.01934]","[1.693, 1.726, 2.547]","['B_3501', 'DRB1_0404', 'DRB1_0407']",4 -"Macular degeneration, wet",6,4,[0.01199],[1.701],['C_0602'],4 -"Malignant neoplasm of small intestine, including duodenum",9,6,"[0.01426, 0.01925]","[1.754, 1.583]","['A_1101', 'DPB1_0201']",4 -Malignant neoplasm of testis,9,7,[0.04689],[1.771],['DQA1_0101'],4 -"Malignant neoplasm, other",6,7,"[0.04529, 0.02534, 0.03175]","[1.175, 1.196, 0.786]","['B_4402', 'C_0501', 'DQA1_0103']",4 -Malunion and nonunion of fracture,8,7,"[0.04285, 0.04587, 0.005228, 0.02351, 0.02724, 0.005442]","[1.761, 1.988, 1.679, 0.708, 1.528, 1.706]","['DPB1_0501', 'DPB1_1401', 'DQA1_0103', 'DQA1_0501', 'DQB1_0603', 'DRB1_1301']",4 -Mastodynia,6,7,"[0.04481, 0.02716, 0.02333, 0.007776, 0.03554, 0.02203, 0.0005233]","[0.239, 0.585, 1.784, 1.662, 1.508, 0.262, 2.787]","['A_3101', 'B_0801', 'B_1801', 'B_4402', 'C_0501', 'C_1601', 'DPB1_1301']",4 -Mild cognitive impairment,5,6,"[0.001103, 0.001217, 0.02083]","[2.654, 3.559, 2.6]","['A_0301', 'A_3101', 'C_0102']",4 -Mitral valve disease,4,5,"[0.028, 0.03926, 0.0171]","[1.831, 1.593, 1.893]","['A_6801', 'B_4001', 'C_0102']",4 -Muscle/tendon sprain,7,8,"[0.00537, 0.02352]","[2.546, 2.247]","['DQB1_0603', 'DRB1_1301']",4 -Myeloid leukemia,6,9,"[0.04438, 0.03603]","[1.485, 0.226]","['DPA1_0202', 'DRB1_0901']",4 -"Myeloid leukemia, chronic",6,6,"[0.01838, 0.04474]","[0.547, 1.832]","['A_0101', 'C_1203']",4 -Myopia,6,4,"[0.01475, 0.0484, 0.003225, 0.0308, 0.01941]","[1.619, 0.785, 1.725, 1.569, 0.561]","['A_3001', 'B_1501', 'B_3801', 'C_1402', 'C_1502']",4 -Need for Hormone replacement therapy (postmenopausal),8,8,"[0.03612, 0.03439, 0.02148, 0.04004, 0.03874, 0.02201, 0.02153]","[0.465, 1.508, 0.51, 1.479, 1.588, 2.338, 1.686]","['B_4001', 'B_4402', 'C_0304', 'DPB1_0301', 'DQA1_0103', 'DRB1_0901', 'DRB1_1301']",4 -"Nevus, non-neoplastic",7,6,"[0.02126, 0.01786, 0.03191]","[1.953, 1.989, 1.614]","['B_2705', 'C_0202', 'DQB1_0302']",4 -Non-healing surgical wound,7,6,"[0.02774, 0.01442, 0.0369, 0.006768, 0.01977, 0.004033, 0.04121, 0.04575, 0.002297, 0.01286]","[2.527, 1.901, 0.611, 0.252, 1.528, 1.751, 2.367, 0.459, 2.084, 0.282]","['B_4002', 'C_0202', 'DQA1_0101', 'DQA1_0103', 'DQA1_0301', 'DQB1_0302', 'DQB1_0502', 'DQB1_0603', 'DRB1_0404', 'DRB1_1301']",4 -Non-proliferative glomerulonephritis,8,5,"[0.03081, 0.0221, 0.0255, 0.04939]","[1.776, 1.862, 0.414, 1.527]","['B_1501', 'C_0303', 'C_0602', 'DQA1_0501']",4 -Noninfectious disorders of lymphatic channels,6,5,"[0.04553, 0.01934, 0.02487, 0.02512]","[0.754, 0.601, 0.67, 1.668]","['A_0301', 'B_4001', 'C_0304', 'DPB1_0501']",4 -Nonrheumatic aortic valve disorders,5,5,"[0.02661, 0.02856, 0.04348]","[0.859, 0.611, 0.87]","['A_0101', 'B_3701', 'C_0701']",4 -Nonrheumatic tricuspid valve disorders,4,5,"[0.02002, 0.01902, 0.03561, 0.04297, 0.02859, 0.04633]","[0.609, 1.911, 0.483, 1.698, 2.364, 2.183]","['A_0101', 'A_6801', 'B_1501', 'B_2705', 'DQB1_0502', 'DRB1_1201']",4 -Nonspecific abnormal findings in stool contents,9,7,"[0.01623, 0.03801, 0.02176, 0.02849]","[0.631, 1.514, 1.414, 2.055]","['B_0801', 'B_3501', 'DQA1_0101', 'DRB1_1201']",4 -Nonspecific abnormal results of other endocrine function study,8,5,"[0.03529, 0.003212, 0.0005639, 0.003495, 0.01324, 0.002368]","[1.673, 3.963, 2.545, 2.307, 0.412, 3.69]","['A_0101', 'B_1401', 'B_1501', 'C_0303', 'DPA1_0201', 'DRB1_1201']",4 -Obesity,9,6,"[0.01122, 0.0469, 0.04481, 0.00329]","[0.795, 0.904, 0.801, 1.452]","['C_0802', 'DPB1_0201', 'DPB1_1101', 'DQB1_0502']",4 -Obstruction of bile duct,9,7,"[0.001569, 0.03912, 0.02404]","[1.517, 0.722, 0.676]","['C_0701', 'DQA1_0101', 'DQB1_0501']",4 -Obstructive chronic bronchitis,5,4,"[0.002246, 0.0157, 0.03514, 0.004277, 0.009745, 0.0179, 0.01096, 0.04291]","[1.584, 1.41, 0.703, 0.693, 1.666, 0.627, 1.273, 1.225]","['A_6801', 'B_2705', 'B_4403', 'C_0401', 'C_0704', 'C_1601', 'DQA1_0101', 'DQB1_0501']",4 -Obstructive genitourinary defect,8,5,"[0.004954, 0.03129, 0.02145, 0.02927, 0.01321, 0.04536, 0.04848, 0.03738, 0.0206]","[2.183, 1.843, 2.076, 1.886, 2.911, 2.23, 1.578, 0.437, 1.768]","['A_1101', 'B_1501', 'B_5101', 'C_0303', 'C_0704', 'DPB1_0601', 'DQA1_0301', 'DQB1_0202', 'DRB1_0401']",4 -Open wound of foot except toe(s) alone,4,6,"[0.04412, 0.0312, 0.03241, 0.0244, 0.02775, 0.02484, 0.03778, 0.003822, 0.008288, 0.04949]","[0.463, 2.756, 2.379, 0.402, 0.431, 2.644, 1.744, 2.226, 2.435, 0.472]","['A_0301', 'A_2301', 'A_3101', 'B_0702', 'C_0702', 'DPB1_0601', 'DQA1_0301', 'DQB1_0302', 'DRB1_0404', 'DRB1_1501']",4 -Optic atrophy,6,4,"[0.01654, 0.0241]","[1.717, 1.674]","['DQB1_0302', 'DRB1_0401']",4 -Osteoarthritis; localized,6,9,"[0.01543, 0.01086]","[1.504, 1.303]","['B_4002', 'DPA1_0202']",4 -Osteoarthrosis NOS,8,7,"[0.03984, 0.02745, 0.00524, 0.04109, 0.01138, 0.0195, 0.03487, 0.04892]","[0.792, 1.205, 1.377, 0.739, 0.807, 1.168, 1.143, 1.14]","['A_2501', 'A_6801', 'B_3701', 'B_3801', 'C_1601', 'DPB1_0101', 'DQA1_0103', 'DRB1_1301']",4 -"Osteoarthrosis involving more than one site, but not specified as generalized",7,6,"[0.01367, 0.01051, 0.02836, 0.01204]","[2.381, 2.457, 0.272, 3.758]","['B_2705', 'C_0202', 'C_0304', 'DQB1_0502']",4 -"Osteoarthrosis, localized, primary",8,7,"[0.01546, 0.01911, 0.04132, 0.02398, 0.03108]","[1.568, 0.734, 1.2, 1.223, 0.784]","['B_4002', 'B_5701', 'DQA1_0103', 'DQB1_0603', 'DRB1_1101']",4 -Osteochondropathies,8,6,"[0.04278, 0.04967, 0.03692]","[2.159, 2.269, 3.522]","['A_1101', 'B_5101', 'DRB1_0407']",4 -Osteomyelitis,6,9,"[0.04362, 0.02182, 0.0237, 0.01436]","[0.741, 1.455, 1.421, 1.723]","['A_1101', 'A_3101', 'DPA1_0202', 'DRB1_0103']",4 -"Osteomyelitis, periostitis, and other infections involving bone",6,9,"[0.04809, 0.01806, 0.02136, 0.02523]","[0.751, 1.459, 1.419, 1.643]","['A_1101', 'A_3101', 'DPA1_0202', 'DRB1_0103']",4 -Otalgia,6,4,"[0.04103, 0.04253]","[0.614, 1.879]","['B_3501', 'B_3901']",4 -Other abnormal glucose,7,8,"[0.0355, 0.02697, 0.04905, 0.04753, 0.01344, 0.03076]","[0.63, 0.8, 1.154, 0.82, 1.194, 0.795]","['B_4901', 'DQA1_0103', 'DQB1_0302', 'DQB1_0603', 'DRB1_0401', 'DRB1_1301']",4 -"Other congenital anomalies of lower limb, including pelvic girdle",5,7,"[0.005408, 0.02, 0.01411, 0.02707]","[3.792, 2.244, 2.349, 2.453]","['B_1401', 'C_0802', 'DPA1_0202', 'DPB1_0601']",4 -Other derangement of joint,8,7,"[0.03665, 0.03458, 0.02311, 0.02153, 0.03116, 0.01193, 0.03449]","[0.505, 1.542, 1.698, 2.213, 1.546, 1.651, 1.561]","['B_3501', 'C_0303', 'C_1203', 'DPB1_1401', 'DQA1_0103', 'DQB1_0603', 'DRB1_1301']",4 -"Other diseases of respiratory system, NEC",5,8,"[0.0446, 0.03185, 0.0145, 0.02326, 0.02731]","[2.536, 0.215, 2.047, 2.862, 0.514]","['A_3001', 'B_4403', 'B_5101', 'C_1402', 'DQB1_0602']",4 -Other disorders of biliary tract,6,9,[0.03683],[1.53],['DPA1_0202'],4 -Other disorders of bladder,5,9,"[0.004011, 0.0244, 0.008383, 0.03973, 0.01666, 0.03962]","[1.614, 1.335, 0.789, 1.174, 0.794, 1.242]","['B_4901', 'DPA1_0202', 'DQB1_0501', 'DQB1_0602', 'DRB1_0101', 'DRB1_1301']",4 -Other disorders of circulatory system,5,5,"[0.04449, 0.01455, 2.314e-05, 0.005396, 0.03523, 0.03825, 0.03743, 0.04181, 0.04847]","[0.363, 0.33, 2.442, 0.721, 1.206, 1.432, 1.235, 1.459, 1.582]","['B_1401', 'B_3801', 'B_4002', 'DPB1_0402', 'DQA1_0301', 'DQB1_0402', 'DRB1_0401', 'DRB1_0801', 'DRB1_1201']",4 -Other disorders of eye,6,5,"[0.03422, 0.02985, 0.02966, 0.01281, 0.02425, 0.04234]","[0.708, 0.768, 0.756, 1.328, 0.73, 1.339]","['A_3101', 'B_4403', 'B_5101', 'B_5701', 'C_1601', 'DPB1_0501']",4 -Other disorders of male genital organs,7,8,"[0.004844, 0.03613, 0.008133, 0.04571, 0.005704, 0.03061, 0.009734]","[1.881, 2.001, 1.588, 0.707, 1.621, 0.66, 1.601]","['A_3101', 'B_3901', 'DQA1_0103', 'DQB1_0501', 'DQB1_0603', 'DRB1_0101', 'DRB1_1301']",4 -Other disorders of peritoneum,4,7,"[0.005595, 0.03715, 0.0371, 0.01665]","[1.743, 1.329, 0.706, 1.941]","['A_3101', 'B_4402', 'DRB1_0101', 'DRB1_1201']",4 -"Other disorders of synovium, tendon, and bursa",7,6,"[0.01281, 0.002068, 0.009257, 0.003345, 0.008018, 0.02211]","[1.222, 1.331, 1.203, 0.569, 0.842, 1.161]","['B_4001', 'C_0202', 'C_0304', 'DPB1_1001', 'DQA1_0101', 'DQB1_0302']",4 -Other disorders of testis,4,7,"[0.03656, 0.02053, 0.02404, 0.03996, 0.01674, 0.039, 0.04281]","[1.49, 1.603, 0.317, 0.604, 0.246, 0.602, 2.225]","['A_0301', 'B_4402', 'B_4403', 'DQA1_0201', 'DRB1_0404', 'DRB1_0701', 'DRB1_0901']",4 -Other endocrine disorders,5,7,"[8.793e-06, 0.0336, 0.01923, 0.02127, 0.02164, 0.01354, 0.03238, 0.04905, 0.02883, 0.008779]","[4.104, 0.481, 2.166, 1.817, 0.524, 1.867, 1.767, 1.388, 0.603, 2.482]","['B_1401', 'B_4001', 'B_4901', 'C_0102', 'C_0304', 'C_0802', 'DPA1_0202', 'DQB1_0301', 'DQB1_0501', 'DRB1_1201']",4 -Other hypertensive complications,5,5,"[0.0003372, 0.01349, 0.01162, 0.007221, 0.04586, 0.02571]","[1.994, 0.735, 1.557, 0.681, 1.174, 1.291]","['B_4002', 'B_4403', 'B_4901', 'C_1601', 'DPB1_0402', 'DRB1_1302']",4 -Other inflammatory spondylopathies,7,6,"[2.7e-15, 0.004909, 0.007617, 0.0345, 0.02457, 0.04053]","[3.606, 1.828, 1.724, 0.69, 2.022, 0.698]","['B_2705', 'C_0102', 'C_0202', 'DQB1_0201', 'DRB1_0103', 'DRB1_0301']",4 -Other nondiabetic retinopathy,6,4,"[0.04677, 0.03433, 0.03524, 0.03784, 0.02883, 0.01429, 0.02803, 0.04062, 0.03731, 0.01677]","[1.356, 0.291, 1.997, 1.373, 1.433, 1.51, 0.631, 0.626, 1.411, 1.497]","['A_0201', 'A_3101', 'B_3701', 'DQA1_0301', 'DQB1_0201', 'DQB1_0302', 'DQB1_0501', 'DRB1_0101', 'DRB1_0301', 'DRB1_0401']",4 -Other pulmonary inflamation or edema,6,6,"[0.04255, 0.03253, 0.04048]","[1.266, 1.46, 1.369]","['A_0301', 'C_1203', 'DPB1_0101']",4 -Other specified congenital anomalies of nervous system,7,5,"[0.02315, 0.03646]","[1.721, 1.447]","['C_0202', 'DPB1_0201']",4 -Other specified disorders of breast,6,5,"[0.04162, 0.04263, 0.01953]","[1.741, 0.705, 1.74]","['B_3503', 'C_0501', 'DPB1_0501']",4 -Other venous embolism and thrombosis,4,5,"[0.02947, 0.0125]","[1.248, 0.67]","['A_6801', 'DPB1_0501']",4 -Otorrhea,6,4,"[0.04977, 0.01869]","[0.139, 1.685]","['C_0102', 'DQB1_0202']",4 -Ovarian dysfunction,6,6,"[0.01126, 0.0196, 0.04638, 0.03101, 0.03203]","[0.466, 1.787, 0.135, 1.843, 1.471]","['A_2402', 'C_1203', 'DPB1_1101', 'DQB1_0503', 'DRB1_0401']",4 -"Overweight, obesity and other hyperalimentation",9,6,"[0.03478, 0.02532, 0.02454, 0.04225, 0.03547, 0.005241]","[0.802, 0.841, 0.832, 0.909, 0.807, 1.395]","['A_2501', 'A_2902', 'C_0802', 'DPB1_0201', 'DPB1_1101', 'DQB1_0502']",4 -"Pain, swelling or discharge of eye",6,4,"[0.04947, 0.003594]","[0.592, 3.157]","['A_0301', 'DRB1_0103']",4 -Paralytic ileus,6,5,"[0.02122, 0.03377, 0.02965, 0.03267]","[1.361, 0.671, 1.297, 1.529]","['B_4001', 'B_4403', 'C_0304', 'DPB1_0501']",4 -Peptic ulcer (excl. esophageal),7,8,"[0.02548, 0.04648, 0.03541, 0.04743, 0.001541, 0.02651, 0.04362, 0.04087, 0.03703]","[0.63, 0.806, 1.255, 0.708, 1.371, 1.324, 0.801, 1.299, 1.318]","['A_2902', 'B_0702', 'B_4402', 'B_4403', 'DPB1_0201', 'DQA1_0103', 'DQB1_0602', 'DQB1_0603', 'DRB1_1301']",4 -Periapical abscess,5,6,"[0.01751, 0.008182]","[2.465, 1.966]","['A_3101', 'C_0701']",4 -Peripheral or central vertigo,6,5,"[0.01834, 0.04452, 0.01498]","[1.437, 0.435, 0.332]","['B_4001', 'C_1502', 'DPB1_0501']",4 -Peripheral vascular disease,4,5,"[0.04977, 0.005101, 0.04453, 0.00685, 0.0368, 0.02742, 0.04441]","[0.84, 1.376, 1.154, 1.195, 1.156, 1.236, 1.151]","['A_2402', 'A_6801', 'B_0801', 'C_0701', 'DQB1_0201', 'DQB1_0303', 'DRB1_0301']",4 -Pernicious anemia,6,7,"[0.02851, 0.003409, 0.04019, 0.03908, 0.03341, 0.04808]","[2.26, 1.651, 0.474, 1.441, 1.408, 1.359]","['B_3901', 'B_4402', 'B_5101', 'C_0501', 'C_0702', 'DQB1_0301']",4 -Phlebitis and thrombophlebitis,4,5,"[0.03551, 0.04324]","[0.672, 0.308]","['A_2402', 'DPB1_1301']",4 -Phlebitis and thrombophlebitis of lower extremities,6,6,"[0.03911, 0.034, 0.03166, 0.02666, 0.02474, 0.02811]","[0.676, 1.549, 1.552, 1.688, 1.927, 1.47]","['A_0101', 'A_1101', 'B_1501', 'C_1203', 'DPB1_0601', 'DQB1_0302']",4 -Poisoning by agents primarily affecting blood constituents,5,7,"[0.01803, 0.006412, 0.02097, 0.01732, 0.01116, 0.01893]","[2.621, 4.163, 0.189, 2.502, 3.769, 3.409]","['A_3101', 'B_1401', 'C_0602', 'C_0802', 'C_1402', 'DRB1_0103']",4 -Polyp of corpus uteri,3,6,"[0.02836, 0.01878, 0.04885, 0.04312]","[2.384, 2.54, 1.602, 2.228]","['A_2301', 'B_4901', 'C_0401', 'DPB1_1001']",4 -Postlaminectomy syndrome,8,7,"[0.03629, 0.008908, 0.005117, 0.006512, 0.0227, 0.02255, 0.01582, 0.02523, 0.008653]","[1.33, 0.459, 0.544, 1.617, 0.713, 0.649, 1.544, 1.8, 1.621]","['A_0201', 'B_3501', 'C_0401', 'DQA1_0103', 'DQA1_0301', 'DQB1_0302', 'DQB1_0603', 'DRB1_0801', 'DRB1_1301']",4 -Posttraumatic wound infection not elsewhere classified,5,9,"[0.02842, 0.02361, 5.935e-05, 0.03439, 0.009367, 0.01487]","[2.143, 2.078, 4.237, 2.138, 2.467, 2.398]","['B_1501', 'C_0401', 'DPA1_0202', 'DQA1_0103', 'DQB1_0603', 'DRB1_1301']",4 -Precordial pain,5,5,"[0.009928, 0.03745, 0.006311]","[0.532, 1.551, 0.519]","['B_0702', 'C_0304', 'C_0702']",4 -Primary open angle glaucoma,6,4,"[0.02398, 0.007544, 0.04949, 0.002573, 0.02015]","[0.512, 0.38, 0.781, 0.393, 0.768]","['A_3201', 'B_1402', 'C_0701', 'C_0802', 'DQA1_0501']",4 -Primary/intrinsic cardiomyopathies,5,5,[0.005912],[1.251],['C_0304'],4 -Prolapse of vaginal vault after hysterectomy,3,6,"[0.0131, 0.02412, 0.02511]","[2.416, 0.566, 0.575]","['A_2301', 'DQB1_0602', 'DRB1_1501']",4 -Prolapse of vaginal walls,6,8,"[0.01145, 0.0278, 0.02461, 0.04891, 0.0309, 0.01817, 0.03405, 0.02871]","[1.782, 1.45, 1.313, 0.617, 0.765, 1.711, 1.289, 1.26]","['A_2301', 'B_1801', 'B_4402', 'B_5701', 'C_0702', 'C_0704', 'DPB1_0402', 'DQB1_0301']",4 -Pulmonary collapse; interstitial and compensatory emphysema,5,4,"[0.02629, 0.00387, 0.04073, 0.01218, 0.02851, 0.03655, 0.02833]","[1.201, 1.217, 0.838, 0.742, 1.281, 0.906, 0.814]","['A_2501', 'A_6801', 'B_1402', 'B_3503', 'B_3901', 'C_0401', 'DPB1_0501']",4 -Pulmonary congestion and hypostasis,5,4,"[0.008721, 0.03916, 0.04418, 0.007276, 0.006155, 0.04301]","[1.411, 1.38, 0.758, 1.274, 1.591, 1.388]","['A_6801', 'B_1302', 'B_4403', 'C_0602', 'C_0704', 'DRB1_1104']",4 -"Pulmonary embolism and infarction, acute",5,5,"[0.03316, 0.00541]","[1.604, 1.495]","['B_4901', 'DRB1_1302']",4 -Pyogenic arthritis,5,8,"[0.005388, 0.02227, 0.01651, 0.01124, 0.006518, 0.04619, 0.04532, 0.04722, 0.02012]","[1.616, 0.608, 0.417, 1.826, 2.713, 1.728, 2.001, 0.645, 1.756]","['A_0201', 'A_0301', 'A_1101', 'B_5101', 'C_1402', 'DPA1_0202', 'DPB1_1301', 'DQB1_0201', 'DRB1_1302']",4 -Raynaud's syndrome,5,5,"[0.04149, 0.02871]","[0.428, 0.33]","['B_2705', 'DQB1_0604']",4 -Retinal detachment with retinal defect,7,8,"[0.04347, 0.005372, 0.03726, 0.02776, 0.006516, 0.04136, 0.03781, 0.01635]","[0.718, 1.695, 2.147, 0.673, 1.745, 0.624, 1.556, 1.681]","['A_0201', 'A_2402', 'DPB1_1701', 'DQA1_0102', 'DQA1_0103', 'DQB1_0302', 'DQB1_0603', 'DRB1_1301']",4 -Rheumatic disease of the heart valves,5,6,"[0.03388, 0.02627, 0.0005071, 0.007753, 0.03352, 0.02139]","[1.375, 1.373, 1.54, 1.441, 1.483, 1.378]","['A_3101', 'A_6801', 'B_2705', 'C_0102', 'C_0704', 'DQB1_0604']",4 -"Rupture of tendon, nontraumatic",7,6,"[0.03549, 0.01744, 0.01325, 0.02687]","[0.535, 1.488, 0.516, 1.535]","['A_2902', 'B_4001', 'B_4403', 'C_0202']",4 -Sacroiliitis NEC,5,6,"[0.03795, 0.02955]","[1.8, 1.537]","['A_3101', 'C_0304']",4 -Secondary diabetes mellitus,7,7,"[0.04767, 0.03503, 0.0308, 0.03805, 0.03554]","[0.314, 0.44, 1.543, 0.445, 1.714]","['C_1203', 'DQA1_0103', 'DQB1_0302', 'DQB1_0603', 'DRB1_0404']",4 -Secondary malignancy of lymph nodes,6,8,"[0.03502, 0.01889, 0.03577, 0.02112, 0.0106, 0.02089]","[0.838, 1.159, 1.216, 1.312, 1.146, 0.861]","['B_4001', 'B_4402', 'B_5701', 'C_1502', 'DQB1_0301', 'DQB1_0302']",4 -Secondary malignant neoplasm,6,8,"[0.02806, 0.0312, 0.01988, 0.02693, 0.04203, 0.04472, 0.02899]","[1.126, 0.79, 0.844, 1.107, 1.151, 1.081, 1.142]","['A_1101', 'A_2301', 'B_1801', 'B_4402', 'B_5701', 'DQB1_0301', 'DQB1_0303']",4 -Secondary malignant neoplasm of liver,9,6,"[0.02649, 0.006626, 0.032, 0.005367, 0.03936, 0.00386, 0.03862]","[1.246, 0.489, 1.394, 1.386, 1.385, 1.257, 1.26]","['A_1101', 'A_2301', 'A_2501', 'A_2902', 'B_5501', 'DPB1_0201', 'DQB1_0303']",4 -Secondary malignant neoplasm of skin,5,9,"[0.03108, 0.005505, 0.03356, 0.03435, 0.03862]","[0.541, 1.893, 1.544, 1.311, 1.301]","['B_1801', 'C_1502', 'DPA1_0202', 'DQB1_0602', 'DRB1_1501']",4 -Simple and unspecified goiter,4,5,"[0.003079, 0.01663, 0.02367, 0.0034, 0.02582, 0.03278]","[1.891, 1.845, 1.981, 1.68, 1.43, 0.515]","['A_6801', 'B_1302', 'B_3503', 'B_4001', 'DQB1_0202', 'DQB1_0303']",4 -Spinal stenosis,8,7,"[0.03274, 0.04822, 0.02026, 0.0238, 0.04019, 0.002212, 0.01358]","[1.153, 1.266, 0.776, 1.224, 0.873, 0.404, 1.258]","['A_0101', 'A_6801', 'B_3501', 'DQA1_0103', 'DQA1_0301', 'DRB1_0407', 'DRB1_1301']",4 -Spinal stenosis of lumbar region,8,7,"[0.01161, 0.005411, 0.01678, 0.03463, 0.03331, 0.001153, 0.01296]","[1.349, 0.698, 1.27, 0.829, 0.815, 0.26, 1.296]","['A_2902', 'B_3501', 'DQA1_0103', 'DQB1_0501', 'DRB1_0101', 'DRB1_0407', 'DRB1_1301']",4 -"Spondylolisthesis, congenital",5,9,"[0.0205, 0.03854, 0.02655, 0.03236, 0.03745]","[2.316, 2.491, 2.231, 0.212, 2.185]","['B_4001', 'DPA1_0202', 'DQB1_0603', 'DRB1_0101', 'DRB1_1301']",4 -Spondylosis and allied disorders,8,7,"[0.0438, 0.04338, 0.02375, 0.0104, 0.004411, 0.04189, 0.02052, 0.03512, 0.0368, 0.04831, 0.02302]","[1.128, 0.893, 1.272, 0.767, 1.262, 0.857, 0.765, 0.716, 1.185, 0.656, 1.212]","['A_0101', 'A_0201', 'A_6801', 'B_4403', 'C_0303', 'C_0401', 'C_1601', 'DPB1_0501', 'DQA1_0103', 'DRB1_0407', 'DRB1_1301']",4 -Spondylosis without myelopathy,5,4,"[0.0417, 0.04115, 0.007441, 0.02447, 0.01726, 0.02333, 0.04758, 0.04486, 0.04024]","[1.135, 0.713, 1.339, 0.786, 1.227, 0.834, 1.334, 0.787, 0.711]","['A_0101', 'A_2501', 'A_6801', 'B_4403', 'C_0303', 'C_0401', 'C_0704', 'C_1601', 'DPB1_0501']",4 -Strabismus and other disorders of binocular eye movements,6,4,[0.03757],[1.507],['DQB1_0503'],4 -Stricture/obstruction of ureter,9,6,"[0.007342, 0.03198, 0.04318, 0.04362, 0.01383]","[1.727, 1.369, 1.631, 0.46, 2.161]","['A_2902', 'DPB1_0201', 'DQA1_0401', 'DQB1_0604', 'DRB1_0103']",4 -Symptomatic menopause,7,8,"[0.02011, 0.04274, 0.01341, 0.0006965, 0.00952]","[1.218, 0.882, 1.234, 0.773, 1.255]","['DQA1_0103', 'DQA1_0301', 'DQB1_0603', 'DRB1_0401', 'DRB1_1301']",4 -Symptoms involving cardiovascular system,4,5,"[0.04253, 0.0464, 0.04257, 0.04979]","[0.804, 1.611, 1.464, 1.407]","['A_0201', 'A_2301', 'A_6801', 'B_2705']",4 -Thrombocytopenia,7,8,"[0.04935, 0.007007, 0.02832, 0.00473, 0.03757, 0.02154]","[0.857, 0.785, 0.839, 0.586, 0.752, 0.825]","['DQA1_0103', 'DQB1_0303', 'DQB1_0603', 'DRB1_0901', 'DRB1_1104', 'DRB1_1301']",4 -Toxic multinodular goiter,6,9,"[0.04649, 0.02376]","[0.565, 2.156]","['C_0701', 'DPA1_0202']",4 -Transient cerebral ischemia,5,5,"[0.00141, 0.03749, 0.01549]","[1.791, 1.384, 1.438]","['B_4002', 'C_0704', 'DPB1_1001']",4 -Urinary complications NEC,3,6,"[0.01644, 0.04366, 0.01046, 0.006479]","[2.594, 1.609, 1.766, 3.194]","['A_2301', 'DPB1_0201', 'DQB1_0301', 'DRB1_0103']",4 -Urinary incontinence,7,8,"[0.008775, 0.04567, 0.03475, 0.02864]","[1.422, 1.19, 1.202, 1.218]","['B_5501', 'DQA1_0103', 'DQB1_0603', 'DRB1_1301']",4 -Valvular heart disease/ heart chambers,7,5,"[0.03566, 0.0485, 0.007862, 0.03557, 0.04104, 0.04948, 0.01047]","[1.496, 1.326, 0.512, 1.31, 0.233, 1.264, 1.986]","['A_3101', 'B_1501', 'B_1801', 'C_0304', 'C_1402', 'DQB1_0302', 'DRB1_0407']",4 -Varicose veins,5,6,"[0.01979, 0.03052, 0.02333, 0.03206, 0.03491]","[0.515, 1.555, 1.555, 1.528, 1.32]","['A_2902', 'A_3101', 'A_6801', 'C_0102', 'DPB1_0301']",4 -"Varicose veins of lower extremity, symptomtic",4,5,"[0.03981, 0.01705]","[0.68, 1.625]","['A_0101', 'DQB1_0603']",4 -Vascular hamartomas and non-neoplastic nevi,9,6,"[0.03936, 0.0448, 0.003353, 0.0377, 0.02433, 0.02604, 0.02352]","[1.741, 0.606, 1.883, 0.632, 1.543, 0.627, 1.561]","['A_2902', 'B_0801', 'B_1501', 'C_0701', 'DPB1_0201', 'DQB1_0301', 'DQB1_0302']",4 -Vascular insufficiency of intestine,5,5,"[0.04308, 0.04443, 0.03375]","[1.588, 0.458, 0.34]","['B_3501', 'B_4403', 'C_1601']",4 -Vertiginous syndromes and other disorders of vestibular system,6,5,"[0.03811, 0.006616]","[1.297, 0.398]","['B_4001', 'C_1502']",4 -Vesicoureteral reflux,5,6,[0.002652],[2.18],['A_3101'],4 -Visual disturbances,7,8,"[0.005826, 0.03735, 0.03789, 0.01417]","[1.297, 1.223, 1.476, 1.276]","['DQA1_0103', 'DQB1_0603', 'DRB1_0407', 'DRB1_1301']",4 +Abnormal function study of cardiovascular system,11,13,"[0.01657, 1.702e-05, 0.04785, 0.01708, 0.03877, 0.0132, 0.02598, 0.03188, 0.038, 0.02078, 0.03376, 0.01184, 0.01415, 0.009206, 0.02626, 0.01494]","[0.706, 3.012, 0.722, 0.444, 1.289, 1.601, 1.306, 1.724, 0.746, 1.343, 1.313, 1.416, 0.682, 0.637, 1.33, 1.362]","['A_0301', 'B_1401', 'B_4402', 'C_0102', 'C_0701', 'C_0802', 'DPA1_0103', 'DPB1_1301', 'DQA1_0101', 'DQA1_0201', 'DQB1_0201', 'DQB1_0202', 'DQB1_0501', 'DRB1_0101', 'DRB1_0301', 'DRB1_0701']",4 +Abnormal movement,16,18,"[0.002571, 0.04718, 0.01548, 0.02783, 0.03805, 0.04186, 0.00707, 0.04233, 0.03136]","[0.862, 0.846, 1.377, 1.308, 1.123, 1.237, 0.741, 1.121, 0.741]","['A_0201', 'B_3501', 'B_3503', 'DPB1_1001', 'DQB1_0201', 'DQB1_0503', 'DQB1_0604', 'DRB1_0301', 'DRB1_1104']",4 +Abnormal results of function study of liver,14,18,"[0.04776, 0.01459, 0.02975, 0.03121, 0.01923, 0.002051, 0.0009635, 0.04289, 0.01986]","[1.302, 1.224, 0.807, 1.181, 1.204, 0.793, 1.614, 0.855, 1.437]","['A_6801', 'B_0801', 'B_4402', 'C_0701', 'DPA1_0201', 'DPB1_0401', 'DPB1_1101', 'DQA1_0301', 'DRB1_0801']",4 +Abnormality of gait,16,18,"[0.006554, 0.02706, 0.006322, 0.04456, 0.01945]","[0.835, 1.226, 1.518, 1.317, 1.45]","['A_0201', 'A_1101', 'DPB1_1001', 'DQB1_0503', 'DRB1_1401']",4 +Acute cystitis,16,13,"[0.002385, 0.001649, 0.03657, 0.02416, 0.04922]","[3.84, 5.307, 2.381, 3.312, 0.356]","['A_2501', 'B_1401', 'B_1801', 'B_3503', 'DQB1_0501']",4 +Acute pancreatitis,15,11,"[0.02171, 0.002368, 0.01469, 0.0419, 0.01376, 0.03349]","[0.586, 1.452, 1.397, 0.629, 1.403, 1.474]","['DQA1_0103', 'DQA1_0301', 'DQB1_0302', 'DQB1_0603', 'DRB1_0401', 'DRB1_0404']",4 +Acute prostatitis,10,13,"[0.04273, 0.02678, 0.009381, 0.00364, 0.02575, 0.03524]","[2.462, 0.352, 2.325, 4.271, 1.898, 0.37]","['A_2601', 'B_0801', 'B_1501', 'B_3801', 'DPB1_0201', 'DPB1_0402']",4 +Acute renal failure,15,17,"[0.01368, 0.001302, 0.01216]","[1.122, 1.462, 1.125]","['DQB1_0201', 'DRB1_0103', 'DRB1_0301']",4 +Adrenal hyperfunction,12,12,"[0.003208, 0.03623, 0.0349, 0.006419, 0.01299, 0.02811, 0.04218, 0.04516, 0.03402, 0.01312]","[1.816, 0.122, 0.59, 2.472, 1.606, 1.734, 0.595, 2.329, 0.601, 1.605]","['C_0602', 'DPA1_0202', 'DPB1_0201', 'DPB1_1001', 'DQA1_0201', 'DQB1_0303', 'DQB1_0501', 'DQB1_0502', 'DQB1_0602', 'DRB1_0701']",4 +Adverse drug events and drug allergies,17,14,"[0.007866, 0.01519, 0.005636, 0.0422, 0.01031, 0.02445, 0.03448]","[1.595, 1.338, 0.716, 1.408, 0.789, 0.641, 1.167]","['A_3001', 'A_3201', 'B_3501', 'B_4901', 'C_0401', 'DPB1_0501', 'DRB1_1501']",4 +Altered mental status,15,16,"[0.04127, 0.01096, 0.04135, 0.03797, 0.02495]","[0.875, 1.528, 1.234, 0.825, 1.367]","['A_0301', 'B_1401', 'C_0802', 'DQB1_0603', 'DRB1_1401']",4 +Amblyopia,15,11,"[0.01081, 0.004131]","[1.728, 1.918]","['DQA1_0301', 'DRB1_0401']",4 +Anal and rectal polyp,18,17,"[0.009351, 0.04489, 0.01314, 0.03999]","[3.446, 1.976, 2.94, 0.381]","['B_3503', 'B_4001', 'B_5501', 'DQB1_0302']",4 +"Anomalies of respiratory system, congenital",10,14,"[0.04074, 0.02086, 0.02474, 0.04771]","[2.423, 1.614, 1.619, 1.561]","['B_3503', 'DQA1_0101', 'DQB1_0501', 'DRB1_0101']",4 +Anorexia,14,12,"[0.01461, 0.03434, 0.00692]","[1.587, 1.323, 1.514]","['A_2501', 'B_4001', 'B_5701']",4 +Aphakia and other disorders of lens,14,11,[0.02671],[0.484],['DPA1_0201'],4 +Apnea,16,15,"[0.001246, 0.008851, 0.03848, 0.003768, 0.01914]","[3.684, 2.355, 1.598, 3.208, 3.009]","['A_3001', 'A_3101', 'B_0801', 'B_3503', 'DRB1_0407']",4 +Arrhythmia (cardiac) NOS,17,14,"[0.002326, 0.001064, 0.0004944, 0.02426]","[1.401, 1.388, 1.413, 1.465]","['A_3201', 'B_2705', 'C_0202', 'DRB1_0103']",4 +Asthma,14,18,"[0.04373, 0.0008176, 0.04227, 0.03326, 0.04997, 0.0257, 0.0199]","[0.682, 1.62, 1.113, 1.126, 0.881, 1.379, 1.376]","['B_3801', 'C_1402', 'DPA1_0103', 'DPA1_0201', 'DPB1_0301', 'DPB1_1401', 'DRB1_0901']",4 +Basal cell carcinoma,16,11,"[0.03038, 0.02941, 0.0007456, 0.0004989, 0.006266, 0.02006, 0.03192, 0.003861, 0.002071, 0.02836, 0.02943, 0.007006, 0.03929, 0.04692]","[1.366, 0.548, 1.971, 2.353, 0.493, 0.682, 1.515, 0.392, 1.454, 0.689, 1.326, 2.087, 0.724, 1.427]","['A_2402', 'A_2902', 'B_1402', 'B_3503', 'B_4403', 'C_0501', 'C_0802', 'C_1601', 'DQA1_0101', 'DQB1_0202', 'DQB1_0501', 'DRB1_0103', 'DRB1_0401', 'DRB1_0404']",4 +Benign neoplasm of bone and articular cartilage,14,11,"[0.03244, 0.003393, 0.007894, 0.02291]","[1.901, 0.455, 0.451, 0.263]","['C_0202', 'DPA1_0103', 'DPA1_0201', 'DPB1_0101']",4 +Benign neoplasm of other endocrine glands and related structures,14,15,"[0.03212, 0.02135, 0.02868, 0.02525, 0.02588]","[1.382, 0.195, 1.555, 0.713, 2.155]","['A_0301', 'B_1402', 'B_4403', 'DQA1_0501', 'DQB1_0502']",4 +Benign neoplasm of pituitary gland and craniopharyngeal duct (pouch),14,11,"[0.03697, 0.0325, 0.03283]","[1.611, 0.604, 0.409]","['B_1501', 'DPA1_0201', 'DPB1_0101']",4 +Bone cancer,15,11,"[0.006594, 0.0359, 0.03352]","[1.565, 1.264, 1.305]","['B_5101', 'DQA1_0301', 'DRB1_0401']",4 +Bone marrow or stem cell transplant,17,11,"[0.02336, 0.03318, 0.02995, 0.01074, 0.008089, 0.03935, 0.03194, 0.01644, 0.04481, 0.02828, 0.04113]","[1.302, 1.283, 0.459, 1.339, 1.337, 0.792, 0.747, 1.325, 1.456, 0.741, 1.271]","['A_0301', 'B_0702', 'B_1402', 'C_0702', 'DQA1_0102', 'DQA1_0501', 'DQB1_0201', 'DQB1_0602', 'DQB1_0604', 'DRB1_0301', 'DRB1_1501']",4 +Cancer of tongue,13,12,"[0.01584, 0.04367, 0.04957, 0.0339, 0.01705, 0.007036, 0.004365, 0.02917, 0.02499, 0.03997, 0.009974, 0.004204, 0.02609, 0.03989]","[1.741, 0.521, 0.47, 1.312, 1.382, 1.834, 0.686, 0.615, 1.339, 1.342, 0.677, 2.221, 1.336, 0.742]","['A_2501', 'A_6801', 'B_1402', 'DPA1_0201', 'DPB1_0301', 'DPB1_1101', 'DQA1_0102', 'DQA1_0103', 'DQA1_0201', 'DQB1_0202', 'DQB1_0602', 'DRB1_0407', 'DRB1_0701', 'DRB1_1501']",4 +Candidiasis of skin and nails,14,13,[0.005696],[2.985],['DRB1_0901'],4 +Cardiac conduction disorders,17,14,"[0.02561, 0.03431, 0.01474, 0.0347, 0.04204]","[1.204, 0.729, 0.835, 0.838, 1.144]","['A_3201', 'B_3801', 'B_4403', 'C_1601', 'DPB1_0101']",4 +Cardiac dysrhythmias,17,14,"[0.03055, 0.00418, 0.04128, 0.04335, 0.001613, 0.006324, 0.04741]","[0.889, 1.176, 1.089, 0.826, 0.857, 0.86, 0.82]","['A_2902', 'A_3201', 'B_1501', 'B_3801', 'B_4403', 'C_1601', 'DQB1_0502']",4 +Cardiac pacemaker in situ,17,14,"[0.002486, 0.0472, 0.03793, 0.01542]","[1.448, 0.79, 1.402, 1.57]","['A_3201', 'B_4403', 'C_0704', 'DPB1_1701']",4 +Cardiac pacemaker/device in situ,17,14,"[0.006282, 0.04955, 0.006952, 0.04901, 0.04877]","[1.349, 0.818, 1.552, 1.139, 1.139]","['A_3201', 'B_4403', 'DPB1_1701', 'DQA1_0201', 'DRB1_0701']",4 +Chemotherapy,12,15,"[0.04437, 0.005778]","[0.806, 1.18]","['A_2301', 'DQB1_0303']",4 +"Chronic Kidney Disease, Stage IV",15,17,"[0.04931, 0.02583, 0.008452, 0.03721, 0.0273, 0.02059, 0.02472]","[1.428, 1.207, 1.542, 0.81, 1.639, 1.514, 0.798]","['A_2501', 'DQA1_0501', 'DQB1_0402', 'DQB1_0602', 'DRB1_0103', 'DRB1_0801', 'DRB1_1501']",4 +Chronic cystitis,16,17,"[0.028, 0.0214, 0.0001595]","[2.49, 2.301, 6.18]","['B_5701', 'C_0303', 'DQB1_0502']",4 +Chronic dermatitis due to solar radiation,17,18,"[0.04826, 0.004516, 0.02263, 0.0007405, 0.0008823, 0.02472, 0.0009656]","[0.645, 0.501, 0.564, 1.411, 1.423, 1.561, 2.156]","['A_2902', 'B_2705', 'C_0102', 'DPA1_0103', 'DPA1_0201', 'DPB1_1101', 'DRB1_0407']",4 +"Chronic glomerulonephritis, NOS",17,11,"[0.02604, 0.01858, 0.01104, 0.004826, 0.0187, 0.02316, 0.001859]","[1.671, 0.394, 1.779, 1.906, 0.435, 0.407, 2.03]","['B_0702', 'B_4402', 'C_0702', 'DQB1_0201', 'DQB1_0501', 'DRB1_0101', 'DRB1_0301']",4 +Chronic laryngitis,14,16,"[0.02596, 0.03849, 0.03044, 0.0431, 0.01381, 0.0412, 0.0172, 0.02314]","[1.61, 0.298, 2.499, 0.396, 2.365, 0.303, 2.56, 0.533]","['A_2402', 'A_2902', 'B_1401', 'B_4403', 'C_0704', 'C_1601', 'DQB1_0502', 'DRB1_0401']",4 +Chronic liver disease and cirrhosis,13,11,"[0.0341, 0.02101, 0.0336, 0.001084, 0.01071, 0.006722, 0.03195, 0.04638, 0.004774, 0.02424, 0.01294, 0.01277, 0.002929, 0.03424, 0.001313, 0.0005515, 0.0001018, 0.005914, 0.001518, 0.03016, 0.002248, 0.001043, 0.00594]","[1.145, 0.849, 1.199, 1.248, 1.558, 1.273, 0.778, 0.774, 1.197, 1.16, 1.247, 1.192, 0.826, 1.154, 1.239, 1.285, 0.772, 0.819, 1.236, 1.157, 0.704, 0.503, 0.821]","['A_0101', 'A_0301', 'A_1101', 'B_0801', 'B_1401', 'B_3501', 'B_5101', 'B_5701', 'C_0701', 'DPA1_0201', 'DPB1_0101', 'DPB1_0301', 'DQA1_0102', 'DQA1_0201', 'DQB1_0201', 'DQB1_0202', 'DQB1_0301', 'DQB1_0602', 'DRB1_0301', 'DRB1_0701', 'DRB1_1101', 'DRB1_1104', 'DRB1_1501']",4 +Chronic pericarditis,14,17,"[0.03102, 0.003726, 0.01343, 0.04129, 0.007441]","[0.549, 2.039, 3.149, 2.06, 2.195]","['A_0101', 'A_2402', 'B_1401', 'DQA1_0401', 'DRB1_1302']",4 +Cirrhosis of liver without mention of alcohol,13,11,"[0.01488, 0.02092, 0.004741, 0.03552, 0.04034, 0.03166, 0.008261, 0.02067, 0.01029, 0.02169, 0.003909, 0.008681, 5.019e-05, 0.000297, 0.03507, 0.02497, 0.01007, 0.004062, 0.003377, 0.04204]","[1.215, 0.811, 1.274, 1.58, 0.731, 0.693, 1.236, 1.228, 1.493, 0.829, 1.273, 1.248, 1.436, 0.733, 0.637, 0.814, 1.243, 1.272, 0.639, 0.832]","['A_0101', 'A_0301', 'B_0801', 'B_1401', 'B_5101', 'B_5701', 'C_0701', 'DPB1_0301', 'DPB1_1101', 'DQA1_0102', 'DQA1_0201', 'DQB1_0201', 'DQB1_0202', 'DQB1_0301', 'DQB1_0503', 'DQB1_0602', 'DRB1_0301', 'DRB1_0701', 'DRB1_1101', 'DRB1_1501']",4 +Congenital anomalies of face and neck,13,14,"[0.008611, 0.004818]","[1.51, 2.406]","['A_0201', 'DRB1_1401']",4 +Congenital anomalies of skull and face bones,13,14,[0.041],[2.429],['DRB1_1401'],4 +"Conjunctivitis, infectious",9,14,[0.02444],[1.389],['DQA1_0101'],4 +Corneal opacity and other disorders of cornea,13,13,"[0.003299, 0.01582, 0.04637, 0.0004575, 0.01584]","[0.648, 1.459, 0.735, 1.771, 1.459]","['DPB1_0401', 'DQA1_0201', 'DQA1_0501', 'DQB1_0202', 'DRB1_0701']",4 +Cystitis and urethritis,13,16,"[0.04901, 0.02462, 0.04455]","[1.675, 1.493, 1.79]","['B_3503', 'C_1203', 'DQB1_0502']",4 +Delay in sexual development and puberty NEC,12,13,"[0.04442, 0.04038, 0.02434]","[2.454, 0.472, 2.076]","['B_5701', 'DQA1_0501', 'DRB1_0701']",4 +Delirium due to conditions classified elsewhere,14,11,"[0.04836, 0.02034]","[1.268, 1.908]","['DPA1_0103', 'DPB1_1401']",4 +Dermatitis due to solar radiation,17,18,"[0.0159, 0.00352, 0.03498, 0.0009216, 0.0005979, 0.04862, 0.001536]","[0.587, 0.509, 0.613, 1.381, 1.416, 1.467, 2.05]","['A_2902', 'B_2705', 'C_0102', 'DPA1_0103', 'DPA1_0201', 'DPB1_1101', 'DRB1_0407']",4 +Diabetes insipidus,11,14,"[0.04484, 0.0258, 0.006411, 0.03712]","[0.237, 1.757, 2.28, 1.694]","['DPB1_0101', 'DQB1_0602', 'DRB1_1101', 'DRB1_1501']",4 +Diabetic retinopathy,12,17,"[0.0423, 0.02924, 0.01878, 3.191e-05, 0.04102, 1.248e-05, 0.02414, 0.01666, 0.003789, 0.001372, 0.0135, 0.03925, 0.04828, 0.01593, 0.01046, 6.044e-05, 0.04906, 1.713e-05, 0.001179, 2.801e-11, 8.342e-05, 1.905e-09, 3.108e-06, 0.03569, 1.347e-11, 4.102e-05, 0.04889, 9.824e-07]","[1.244, 0.678, 0.745, 1.585, 0.533, 1.744, 1.452, 0.372, 1.433, 1.406, 0.738, 0.598, 1.265, 0.716, 1.77, 0.627, 0.779, 1.554, 1.394, 2.019, 0.625, 1.92, 0.515, 0.68, 2.042, 1.585, 0.779, 0.5]","['A_0101', 'A_1101', 'B_0702', 'B_0801', 'B_1402', 'B_1501', 'B_1801', 'B_5501', 'C_0304', 'C_0701', 'C_0702', 'C_0802', 'DPB1_0301', 'DPB1_0402', 'DPB1_1301', 'DQA1_0102', 'DQA1_0201', 'DQA1_0301', 'DQA1_0501', 'DQB1_0201', 'DQB1_0301', 'DQB1_0302', 'DQB1_0602', 'DQB1_0603', 'DRB1_0301', 'DRB1_0401', 'DRB1_0701', 'DRB1_1501']",4 +Diffuse diseases of connective tissue,12,14,"[8.502e-05, 0.005832, 0.04629, 4.39e-11, 0.003541, 0.01603, 0.04821, 1.616e-08, 0.0487, 0.002621, 0.04489, 0.0009725, 1.567e-06, 9.679e-11, 0.002131, 1.302e-10, 0.0009693]","[1.381, 1.572, 0.689, 1.745, 0.586, 0.396, 0.765, 1.584, 0.815, 0.427, 1.453, 0.715, 1.465, 1.717, 0.699, 1.713, 0.715]","['A_0101', 'A_2501', 'A_6801', 'B_0801', 'B_2705', 'B_3801', 'C_0303', 'C_0701', 'DPB1_0301', 'DPB1_1101', 'DPB1_1301', 'DQA1_0201', 'DQA1_0501', 'DQB1_0201', 'DQB1_0202', 'DRB1_0301', 'DRB1_0701']",4 +Diseases of pancreas,15,11,"[0.0183, 0.03254, 0.03649, 0.03834]","[1.235, 1.218, 1.191, 1.218]","['B_0702', 'DPB1_0201', 'DQA1_0301', 'DRB1_0401']",4 +Diseases of spleen,11,15,"[0.007894, 0.004923, 0.006943, 0.03712, 0.02803]","[2.232, 2.489, 2.49, 2.627, 2.269]","['A_2902', 'DQA1_0401', 'DQB1_0402', 'DRB1_0103', 'DRB1_0801']",4 +Diseases of the salivary glands,12,12,"[0.01306, 0.01474, 0.04594, 0.01046, 0.006167, 0.047, 0.01079]","[0.695, 2.315, 0.672, 1.483, 1.729, 0.694, 1.48]","['A_0201', 'B_4002', 'DPB1_0402', 'DQA1_0201', 'DQB1_0303', 'DQB1_0602', 'DRB1_0701']",4 +Disorders of function of stomach,13,17,"[0.04149, 0.03362, 0.0026, 0.04158, 0.04964, 0.04855, 0.02932]","[1.253, 0.582, 1.334, 0.845, 1.171, 1.363, 1.436]","['B_4001', 'B_5501', 'C_0304', 'DQA1_0102', 'DQB1_0301', 'DQB1_0402', 'DRB1_0801']",4 +Disorders of lipoid metabolism,17,10,"[0.00266, 0.02294, 0.001556, 0.002278, 0.02155, 0.04503, 0.04291, 0.02231, 0.0482, 0.001017, 0.005586, 0.02451, 0.004556, 0.0002066]","[0.904, 1.107, 1.131, 0.905, 0.879, 0.866, 1.173, 1.108, 1.14, 0.895, 1.175, 1.112, 1.158, 0.883]","['B_0702', 'B_4001', 'C_0304', 'C_0702', 'C_1601', 'DPB1_1101', 'DPB1_1301', 'DQA1_0103', 'DQB1_0503', 'DQB1_0602', 'DQB1_0604', 'DRB1_1301', 'DRB1_1302', 'DRB1_1501']",4 +"Disorders of muscle, ligament, and fascia",12,16,"[0.004638, 0.03123, 0.0003976, 0.004922, 0.03788, 0.01353, 0.02142, 0.04642, 0.0164, 0.03676, 0.01499, 0.0232]","[3.745, 2.09, 2.884, 3.079, 1.703, 0.557, 0.52, 1.813, 0.424, 1.866, 2.068, 0.461]","['B_4002', 'B_5701', 'C_0202', 'C_0704', 'DPB1_0301', 'DPB1_0401', 'DQA1_0102', 'DQA1_0103', 'DQB1_0602', 'DQB1_0603', 'DRB1_1301', 'DRB1_1501']",4 +Disorders of penis,18,11,"[0.01661, 0.0333, 0.02308, 0.01918, 0.0429]","[1.643, 0.439, 1.427, 1.868, 0.306]","['B_5101', 'C_1601', 'DPB1_0301', 'DPB1_0501', 'DPB1_1101']",4 +Disturbance of salivary secretion,12,12,"[0.004801, 0.006543, 0.04631, 0.004923]","[1.793, 2.035, 0.552, 1.79]","['DQA1_0201', 'DQB1_0303', 'DRB1_0401', 'DRB1_0701']",4 +Disturbance of skin sensation,9,18,"[0.00399, 0.03404, 0.01463, 0.009659, 0.02926, 0.00842, 0.0419, 0.007397, 0.002353, 0.005635]","[1.204, 1.161, 1.173, 1.308, 0.551, 1.194, 1.136, 1.199, 0.69, 1.204]","['A_0101', 'B_0801', 'C_0701', 'C_1203', 'C_1402', 'DPB1_0401', 'DQA1_0102', 'DQB1_0602', 'DRB1_0404', 'DRB1_1501']",4 +Duodenitis,17,14,"[0.004819, 0.02714, 0.04877]","[2.655, 3.154, 0.242]","['A_3201', 'B_4002', 'DQA1_0103']",4 +Dyspareunia,13,16,"[0.04372, 0.002324, 0.02523, 0.02763, 0.005153]","[2.569, 2.745, 2.168, 2.209, 1.976]","['B_3503', 'C_0102', 'C_1203', 'DPA1_0202', 'DQB1_0301']",4 +Early onset of delivery,14,10,"[0.02122, 0.04178, 0.01499]","[2.738, 1.77, 3.171]","['A_2601', 'DQA1_0101', 'DRB1_1401']",4 +Erythematous conditions,9,18,"[0.03353, 0.0164, 0.0009599, 0.03566, 0.02777, 0.0303, 0.0004611, 0.01825, 0.04786, 0.0004044]","[0.741, 0.479, 1.232, 0.806, 1.166, 0.553, 1.269, 1.179, 0.808, 1.269]","['A_6801', 'B_4002', 'DQA1_0102', 'DQA1_0103', 'DQB1_0201', 'DQB1_0502', 'DQB1_0602', 'DRB1_0301', 'DRB1_1301', 'DRB1_1501']",4 +Fluid overload,17,10,"[0.0355, 0.0007691, 0.04128, 0.02429, 0.002681, 0.03965, 0.04295, 0.04662, 0.03773, 0.005112, 0.03669, 0.03308, 0.004751, 0.03123]","[0.799, 0.299, 1.218, 0.812, 0.635, 0.794, 1.146, 0.854, 0.791, 1.395, 1.171, 0.578, 1.358, 0.845]","['B_1501', 'B_3801', 'B_4001', 'C_0401', 'C_1203', 'DQA1_0103', 'DQA1_0501', 'DQB1_0602', 'DQB1_0603', 'DQB1_0604', 'DRB1_0301', 'DRB1_0901', 'DRB1_1302', 'DRB1_1501']",4 +Fracture of unspecified bones,9,14,"[0.01648, 0.04418, 0.03311, 0.04637]","[0.75, 0.567, 0.535, 1.186]","['A_2402', 'C_0704', 'DPB1_1301', 'DQA1_0101']",4 +Fracture of unspecified part of femur,13,17,"[0.003691, 0.04512, 0.02857, 0.01124, 0.02795, 0.02447, 0.04266, 0.04604]","[0.598, 1.444, 1.421, 0.654, 0.452, 1.362, 1.361, 0.313]","['B_0702', 'B_4001', 'C_0602', 'C_0702', 'C_1601', 'DQB1_0301', 'DRB1_0401', 'DRB1_1104']",4 +Frequency of urination and polyuria,11,14,"[0.007178, 0.03315, 0.02064, 0.03361, 0.0005566, 0.04525]","[0.857, 0.646, 1.354, 1.199, 1.349, 1.191]","['A_0201', 'B_4901', 'B_5501', 'C_0303', 'DRB1_1101', 'DRB1_1301']",4 +"Ganglion and cyst of synovium, tendon, and bursa",12,18,"[0.03199, 0.0293, 0.02544, 0.03225, 0.01911, 0.03737, 0.02631, 0.02518, 0.04044, 0.02506]","[1.473, 1.561, 2.164, 1.54, 1.46, 1.421, 1.565, 1.438, 0.128, 1.591]","['C_0304', 'DPB1_0101', 'DPB1_1401', 'DQA1_0103', 'DQB1_0201', 'DQB1_0302', 'DQB1_0603', 'DRB1_0301', 'DRB1_0801', 'DRB1_1301']",4 +Gastric ulcer,15,12,"[0.02254, 0.009496, 0.02504, 0.01287, 0.02131, 0.003625, 0.01042, 0.0161, 0.02223]","[0.49, 0.587, 2.172, 0.612, 1.741, 1.625, 0.636, 0.61, 0.633]","['A_1101', 'B_0702', 'B_3503', 'C_0702', 'C_1203', 'DPB1_0201', 'DQA1_0102', 'DQB1_0602', 'DRB1_1501']",4 +Generalized anxiety disorder,14,11,"[0.01436, 0.04529, 0.01711, 0.02002, 0.00564]","[1.534, 0.31, 1.706, 1.303, 1.386]","['B_1801', 'B_3801', 'B_5501', 'DPA1_0103', 'DPA1_0201']",4 +Genital prolapse,9,15,"[0.02573, 0.0166, 0.03931, 0.02881, 0.01035, 0.0382, 0.04536, 0.03614, 0.04392]","[1.616, 1.442, 0.638, 0.784, 1.7, 1.535, 1.224, 1.249, 1.64]","['A_2301', 'B_1801', 'B_5701', 'C_0702', 'C_0704', 'DPB1_1001', 'DQA1_0101', 'DQB1_0501', 'DRB1_1201']",4 +Gingivitis,15,11,"[0.004693, 0.01642, 0.02668]","[2.15, 0.69, 0.644]","['A_2301', 'DQA1_0301', 'DRB1_0401']",4 +Glomerulonephritis,15,17,"[0.0477, 0.01225, 0.03152, 0.03506]","[1.316, 0.629, 0.678, 1.931]","['B_0801', 'B_4402', 'C_0501', 'DRB1_0103']",4 +Gross hematuria,10,18,"[0.0448, 0.03498, 0.02787, 0.0268, 0.03361]","[0.734, 1.749, 2.241, 2.157, 1.756]","['A_0201', 'A_3101', 'B_4002', 'DPB1_1401', 'DQA1_0401']",4 +Heartburn,13,17,"[0.03151, 0.04623, 0.0356, 0.003071, 0.01927, 0.04848, 0.02719, 0.0301, 0.04941]","[0.513, 1.713, 0.575, 0.312, 1.63, 0.642, 0.516, 0.522, 1.573]","['B_0801', 'B_4001', 'C_0701', 'DPB1_0301', 'DQA1_0102', 'DQA1_0501', 'DQB1_0201', 'DRB1_0301', 'DRB1_0401']",4 +"Hemangioma and lymphangioma, any site",11,14,"[0.01708, 0.02721]","[0.581, 1.579]","['C_0501', 'DRB1_1101']",4 +Hematemesis,15,11,"[0.02235, 0.00821, 0.0454, 0.04045, 0.04133, 0.03002]","[1.414, 1.906, 0.403, 1.406, 1.354, 1.429]","['A_0101', 'A_3101', 'DPA1_0202', 'DPB1_0301', 'DQA1_0301', 'DRB1_0401']",4 +Hidradenitis,15,14,"[0.03907, 0.0258, 0.005255, 0.01463]","[1.908, 1.979, 2.391, 2.167]","['B_0702', 'DQA1_0301', 'DQB1_0302', 'DRB1_0401']",4 +Histoplasmosis,17,13,"[0.03435, 0.0339, 0.001705, 0.00943, 0.04744, 0.04801, 0.02542, 0.03208, 0.0252]","[1.694, 0.403, 3.519, 0.262, 1.628, 2.334, 0.354, 1.716, 1.749]","['A_0301', 'B_4402', 'B_4901', 'C_0501', 'C_0701', 'C_1502', 'DQB1_0202', 'DQB1_0602', 'DRB1_1501']",4 +Hodgkin's disease,14,11,[0.04309],[0.742],['DPA1_0201'],4 +Hx of malignant neoplasm of oral cavity and pharynx,13,12,"[0.005512, 0.04016, 0.02934, 0.006541, 0.001944, 0.01388, 0.006208, 0.007872, 0.02127, 0.000228, 0.01133, 0.0001489, 0.03307, 0.0007357, 0.005281, 0.04901, 0.01621, 0.0002519, 0.0376]","[1.347, 1.27, 1.58, 0.353, 0.547, 1.511, 1.4, 0.471, 1.293, 2.001, 0.752, 1.52, 1.275, 1.503, 0.696, 1.253, 1.869, 1.499, 0.771]","['A_0101', 'B_0801', 'B_1302', 'B_1402', 'B_1501', 'B_5701', 'C_0602', 'C_0802', 'DPA1_0201', 'DPB1_1101', 'DQA1_0102', 'DQA1_0201', 'DQB1_0201', 'DQB1_0202', 'DQB1_0602', 'DRB1_0301', 'DRB1_0407', 'DRB1_0701', 'DRB1_1501']",4 +Hydrocephalus,15,13,"[0.006054, 0.03865, 0.006291, 0.04197, 0.006425, 0.003036]","[1.362, 0.612, 1.353, 1.451, 1.66, 1.764]","['B_0702', 'C_0202', 'C_0702', 'DPA1_0202', 'DQA1_0401', 'DQB1_0402']",4 +Hypercholesterolemia,17,10,"[0.002194, 0.006552, 0.001819, 0.0009648, 0.01122, 0.02383, 0.009849, 0.00914, 0.00857, 0.004849]","[0.869, 1.174, 1.175, 0.862, 0.819, 0.797, 0.889, 1.223, 1.199, 0.88]","['B_0702', 'B_4001', 'C_0304', 'C_0702', 'C_1601', 'DPB1_1101', 'DQB1_0602', 'DQB1_0604', 'DRB1_1302', 'DRB1_1501']",4 +Hyperglyceridemia,9,14,"[0.04207, 0.01044, 0.02263, 0.00488, 0.04762]","[1.494, 1.465, 0.703, 0.628, 0.539]","['DPB1_0101', 'DQA1_0101', 'DQA1_0301', 'DQB1_0301', 'DRB1_1101']",4 +Hyperhidrosis,17,14,"[0.0302, 0.01573, 0.0034]","[2.014, 1.895, 2.415]","['A_3201', 'B_4001', 'C_0102']",4 +Hyperlipidemia,17,10,"[0.002197, 0.01806, 0.001065, 0.001945, 0.02213, 0.03867, 0.03818, 0.02433, 0.04556, 0.0008348, 0.007068, 0.02756, 0.005377, 0.0001692]","[0.903, 1.111, 1.136, 0.903, 0.879, 0.862, 1.178, 1.107, 1.142, 0.893, 1.17, 1.109, 1.156, 0.882]","['B_0702', 'B_4001', 'C_0304', 'C_0702', 'C_1601', 'DPB1_1101', 'DPB1_1301', 'DQA1_0103', 'DQB1_0503', 'DQB1_0602', 'DQB1_0604', 'DRB1_1301', 'DRB1_1302', 'DRB1_1501']",4 +Hypersomnia,15,18,"[0.0149, 0.006328, 0.01707]","[3.555, 2.846, 0.479]","['B_3901', 'DQA1_0401', 'DQA1_0501']",4 +Hypoglycemia,16,16,"[0.005495, 0.01858, 0.01395, 0.003301, 0.001341, 0.0004308, 0.01802, 0.008619, 0.00258, 0.01891, 0.02774, 0.04138, 0.01123, 0.005834]","[2.076, 1.535, 1.411, 1.531, 0.6, 1.681, 0.662, 1.775, 1.548, 1.592, 0.531, 0.304, 1.665, 0.616]","['A_2301', 'B_4001', 'C_0701', 'DQB1_0201', 'DQB1_0301', 'DQB1_0302', 'DQB1_0602', 'DQB1_0604', 'DRB1_0301', 'DRB1_0404', 'DRB1_1101', 'DRB1_1104', 'DRB1_1302', 'DRB1_1501']",4 +Hypoparathyroidism,13,14,"[0.03637, 0.02678]","[2.951, 2.581]","['B_1401', 'DRB1_1401']",4 +Hyposmolality and/or hyponatremia,14,11,"[0.004999, 0.005325, 0.03986]","[0.756, 0.806, 1.136]","['B_3501', 'C_0401', 'DPA1_0201']",4 +Hypothyroidism,13,18,"[0.01134, 6.637e-05, 0.003429, 0.03083, 0.01991, 0.00559, 0.009261, 0.007851, 0.008477, 0.04539, 0.02294, 0.03411, 0.03694, 0.001536, 5.879e-06, 0.03932, 5.74e-08, 1.707e-05, 0.003197, 0.006219, 0.005294, 0.002418, 0.001173, 2.23e-05, 0.0001522, 0.004849]","[1.115, 0.797, 1.21, 0.858, 1.27, 0.849, 0.877, 1.128, 1.11, 0.867, 0.915, 0.915, 0.819, 0.875, 0.839, 1.081, 1.221, 1.196, 1.119, 0.885, 0.887, 0.789, 0.855, 1.193, 0.766, 0.887]","['B_0801', 'B_1501', 'B_1801', 'B_2705', 'B_3503', 'C_0303', 'C_0304', 'C_0501', 'C_0701', 'C_1601', 'DPA1_0103', 'DPA1_0201', 'DPB1_0501', 'DQA1_0101', 'DQA1_0102', 'DQA1_0301', 'DQA1_0501', 'DQB1_0201', 'DQB1_0301', 'DQB1_0501', 'DQB1_0602', 'DQB1_0604', 'DRB1_0101', 'DRB1_0301', 'DRB1_1302', 'DRB1_1501']",4 +Hypothyroidism NOS,13,18,"[0.00984, 0.0001149, 0.001094, 0.01557, 0.03665, 0.04398, 0.00245, 0.03387, 0.01971, 0.009708, 3.734e-07, 0.003158, 1.603e-07, 9.797e-06, 0.004671, 0.0201, 0.0002263, 0.005897, 0.001703, 1.313e-05, 0.01096, 0.001206, 0.0001387]","[1.125, 0.791, 1.251, 0.859, 0.894, 1.103, 1.136, 0.915, 0.785, 0.891, 0.809, 1.126, 1.229, 1.217, 1.123, 0.895, 0.843, 0.795, 0.85, 1.214, 1.179, 0.786, 0.84]","['B_0801', 'B_1501', 'B_1801', 'C_0303', 'C_0304', 'C_0501', 'C_0701', 'DPA1_0103', 'DPB1_0501', 'DQA1_0101', 'DQA1_0102', 'DQA1_0301', 'DQA1_0501', 'DQB1_0201', 'DQB1_0301', 'DQB1_0501', 'DQB1_0602', 'DQB1_0604', 'DRB1_0101', 'DRB1_0301', 'DRB1_0404', 'DRB1_1302', 'DRB1_1501']",4 +Idiopathic fibrosing alveolitis,13,13,"[0.03889, 0.02545, 0.03974, 0.02206]","[1.489, 0.549, 1.487, 2.461]","['DQA1_0201', 'DQB1_0302', 'DRB1_0701', 'DRB1_1201']",4 +Impaction of intestine,14,13,[0.01002],[3.346],['DRB1_0901'],4 +Infection of the eye,9,14,"[0.04442, 0.04237, 0.02124]","[1.31, 0.654, 1.313]","['C_0602', 'DPB1_0101', 'DQA1_0101']",4 +Infections specific to the perinatal period,9,16,"[0.0006811, 0.003346, 0.03558]","[2.676, 2.241, 2.041]","['B_4001', 'C_0304', 'DQB1_0303']",4 +Infective connective tissue disorders,18,12,"[0.0123, 0.01855, 0.02198, 0.01476]","[1.952, 2.15, 1.92, 2.002]","['A_0301', 'B_3501', 'B_4402', 'DRB1_0101']",4 +Inflammatory bowel disease and other gastroenteritis and colitis,18,18,"[0.0176, 0.002961, 0.04102, 0.02197, 0.04734, 0.01302, 0.02409, 0.0198, 0.0119, 0.02108, 0.03237, 7.356e-06, 0.02064]","[0.736, 1.428, 0.742, 0.75, 1.339, 1.339, 0.817, 0.775, 1.271, 1.316, 1.242, 2.393, 0.776]","['A_2402', 'B_3501', 'B_4001', 'C_0304', 'C_0802', 'DQA1_0103', 'DQA1_0301', 'DQB1_0302', 'DQB1_0501', 'DQB1_0603', 'DRB1_0101', 'DRB1_0103', 'DRB1_0401']",4 +Inflammatory disease of breast,14,13,"[0.0267, 0.04173, 0.004377, 0.01981]","[1.676, 2.242, 3.101, 0.189]","['C_0501', 'DPB1_1301', 'DRB1_0901', 'DRB1_1101']",4 +"Inflammatory disease of cervix, vagina, and vulva",13,13,"[0.03919, 0.01721, 0.0171]","[0.476, 1.305, 1.305]","['C_1502', 'DQA1_0201', 'DRB1_0701']",4 +Inflammatory diseases of female pelvic organs,13,13,"[0.03371, 0.0142, 0.03875, 0.01411]","[0.534, 1.271, 0.819, 1.271]","['C_1502', 'DQA1_0201', 'DQB1_0301', 'DRB1_0701']",4 +Intervertebral disc disorder with myelopathy,13,14,"[0.009672, 0.03349]","[3.367, 2.707]","['B_3503', 'DRB1_1401']",4 +Intestinal infection,13,17,"[0.002285, 0.02669, 0.02852, 0.02027, 0.02911, 0.02384, 0.0001061]","[1.386, 1.359, 1.239, 0.815, 0.835, 0.806, 0.66]","['B_4001', 'C_0102', 'C_0304', 'C_0701', 'DQA1_0301', 'DQB1_0201', 'DRB1_0401']",4 +Intracranial hemorrhage,17,14,"[0.01566, 0.01096, 0.02539, 0.03397, 0.04401]","[1.78, 1.513, 0.618, 1.263, 0.539]","['A_3001', 'A_3201', 'B_1801', 'DPB1_0301', 'DPB1_0601']",4 +Intracranial hemorrhage (injury),17,14,[0.03549],[1.628],['A_3201'],4 +Ischemic Heart Disease,14,15,"[0.02034, 0.04693, 0.01286, 0.00821, 0.01276, 0.03486, 0.04988, 0.03431, 0.04366, 0.01314]","[1.094, 0.847, 0.816, 0.736, 1.329, 0.883, 0.827, 0.921, 1.073, 0.902]","['A_0301', 'A_2601', 'B_1402', 'B_3801', 'B_3901', 'B_4403', 'DPB1_1001', 'DQA1_0101', 'DQA1_0501', 'DQB1_0501']",4 +Labyrinthitis,10,16,"[0.01935, 0.04735, 0.02988, 0.01069, 0.04435, 0.02641, 0.04866]","[2.5, 3.008, 2.188, 3.864, 1.847, 0.42, 1.869]","['B_1801', 'B_3801', 'C_0303', 'C_1402', 'DQA1_0101', 'DQB1_0301', 'DQB1_0302']",4 +Late effects of cerebrovascular disease,17,11,"[0.04171, 0.01711, 0.01094, 0.02671, 0.02819, 0.01256, 0.04772, 0.04086]","[0.845, 1.308, 0.726, 1.624, 1.218, 1.246, 0.591, 1.202]","['A_0201', 'A_1101', 'A_2402', 'A_3001', 'B_0702', 'C_0702', 'DRB1_1104', 'DRB1_1501']",4 +Lipoma,17,12,"[0.02936, 0.03835, 0.02918, 0.03998, 0.04082, 0.01301, 0.04457]","[1.473, 1.598, 1.929, 0.667, 1.736, 0.599, 0.736]","['A_1101', 'A_3201', 'B_3503', 'B_4402', 'B_5501', 'C_0501', 'DPA1_0103']",4 +Lipoma of skin and subcutaneous tissue,17,12,"[0.0299, 0.004947, 0.0233, 0.03276, 0.02472, 0.03716, 0.04846]","[1.858, 3.013, 2.315, 0.544, 2.106, 0.552, 1.714]","['A_3201', 'B_1401', 'B_3503', 'B_4402', 'B_5501', 'C_0501', 'C_1203']",4 +Lupus (localized and systemic),12,14,"[0.0002792, 0.01217, 2.3e-05, 0.04728, 0.0005352, 0.0324, 0.002855, 0.0158, 0.04801, 0.005129, 2.06e-07, 0.005521, 0.003627, 1.145e-07, 0.01419, 0.04642, 0.002593]","[1.431, 0.785, 1.549, 0.315, 1.41, 0.44, 1.337, 0.658, 0.817, 1.308, 1.687, 0.743, 1.354, 1.705, 0.732, 0.526, 1.365]","['A_0101', 'A_0201', 'B_0801', 'B_4002', 'C_0701', 'C_0704', 'DQA1_0102', 'DQA1_0103', 'DQA1_0301', 'DQA1_0501', 'DQB1_0201', 'DQB1_0301', 'DQB1_0602', 'DRB1_0301', 'DRB1_0401', 'DRB1_1104', 'DRB1_1501']",4 +"Lymphoid leukemia, chronic",11,14,"[0.04024, 0.03682, 0.02493]","[1.984, 1.569, 1.578]","['B_3801', 'B_5101', 'DRB1_1101']",4 +Lymphosarcoma,17,11,"[0.008081, 0.01903, 0.005597, 0.03067, 0.04633, 0.03122]","[1.528, 0.465, 1.548, 1.394, 1.647, 2.103]","['B_0702', 'C_0303', 'C_0702', 'DQA1_0102', 'DQB1_0604', 'DRB1_1201']",4 +Malignant neoplasm of gallbladder and extrahepatic bile ducts,17,14,"[0.04962, 0.03542]","[2.208, 2.229]","['A_3101', 'A_3201']",4 +Malignant neoplasm of other and ill-defined sites within the digestive organs and peritoneum,17,14,"[0.03154, 0.02447, 0.03207]","[1.449, 0.322, 1.715]","['A_3201', 'B_3701', 'DPB1_1401']",4 +"Malignant neoplasm of small intestine, including duodenum",12,15,"[0.01426, 0.01925]","[1.754, 1.583]","['A_1101', 'DPB1_0201']",4 +Malignant neoplasm of testis,9,14,[0.04689],[1.771],['DQA1_0101'],4 +Malignant neoplasm of uterus,15,10,"[0.02721, 0.04037, 0.03203, 0.005171, 0.004371, 0.03212, 0.04251, 0.0312, 0.002985, 0.008625, 0.02373, 0.04993, 0.01126]","[1.45, 0.712, 1.792, 1.475, 0.606, 1.731, 1.484, 0.54, 1.425, 1.397, 1.572, 1.44, 1.378]","['B_3501', 'B_4402', 'B_4901', 'C_0401', 'C_0501', 'C_0704', 'C_1203', 'C_1601', 'DQA1_0102', 'DQB1_0602', 'DQB1_0604', 'DRB1_1302', 'DRB1_1501']",4 +Mammographic microcalcification,17,18,"[0.04813, 0.01032, 0.004246, 0.004901, 0.04195, 0.004232]","[0.685, 1.424, 1.398, 1.409, 1.587, 0.632]","['B_1501', 'C_0602', 'DPA1_0103', 'DPA1_0201', 'DPB1_1101', 'DRB1_0401']",4 +Megaloblastic anemia,11,17,"[0.04039, 0.02703, 0.04795, 0.02811, 0.03995, 0.01756, 0.03318, 0.009754, 0.02061, 0.02355, 0.04346, 0.02712, 0.03761]","[1.348, 1.328, 0.637, 1.341, 0.231, 0.3, 1.681, 1.328, 0.433, 1.305, 0.68, 0.326, 1.276]","['B_1501', 'B_4402', 'B_5101', 'C_0304', 'C_1402', 'DPB1_1001', 'DPB1_1301', 'DQA1_0102', 'DQB1_0503', 'DQB1_0602', 'DQB1_0603', 'DRB1_1401', 'DRB1_1501']",4 +Melanomas of skin,17,11,"[0.01189, 0.02019, 0.02458, 0.04033, 0.03498, 0.005674, 0.00771, 0.04107]","[1.466, 1.18, 1.457, 0.546, 1.16, 0.802, 0.808, 0.791]","['A_2301', 'B_0702', 'B_3701', 'B_3901', 'C_0702', 'DQB1_0201', 'DRB1_0301', 'DRB1_1301']",4 +"Melanomas of skin, dx or hx",17,11,"[0.02168, 0.02299, 0.02742, 0.04301, 0.04792, 0.04122, 0.003525, 0.003254, 0.02501]","[1.396, 1.164, 1.419, 0.816, 1.241, 1.144, 0.804, 0.802, 0.786]","['A_2301', 'B_0702', 'B_3701', 'B_4001', 'B_5701', 'C_0702', 'DQB1_0201', 'DRB1_0301', 'DRB1_1301']",4 +Mental retardation,14,12,"[0.04328, 0.01488, 0.01017, 0.02107]","[1.85, 0.176, 1.89, 1.512]","['A_2501', 'A_6801', 'B_5701', 'DPB1_0301']",4 +Mild cognitive impairment,15,15,"[0.001103, 0.001217, 0.02083]","[2.654, 3.559, 2.6]","['A_0301', 'A_3101', 'C_0102']",4 +Mixed hyperlipidemia,17,10,"[0.02134, 0.02388, 0.007969, 0.01055, 0.03407, 0.02283, 0.002024, 0.005581, 0.002134, 0.002176]","[0.906, 1.136, 1.14, 0.898, 1.232, 1.138, 0.874, 1.223, 1.22, 0.877]","['B_0702', 'B_4001', 'C_0304', 'C_0702', 'C_0704', 'DQA1_0103', 'DQB1_0602', 'DQB1_0604', 'DRB1_1302', 'DRB1_1501']",4 +Mycoses,10,14,"[0.03674, 0.008084, 0.01633, 0.02062, 0.01579, 0.01109, 0.01843]","[0.349, 1.647, 1.556, 1.326, 0.663, 1.38, 1.37]","['A_2301', 'C_0102', 'C_1203', 'DQA1_0101', 'DQB1_0202', 'DQB1_0501', 'DRB1_0101']",4 +Myocardial infarction,17,14,"[0.0006526, 0.04947, 0.03275, 0.01541, 0.03656, 0.02273, 0.006992, 0.002638]","[1.231, 1.232, 0.81, 0.57, 0.791, 0.875, 0.837, 0.822]","['A_0301', 'A_3201', 'B_4403', 'C_1402', 'C_1601', 'DQA1_0102', 'DQB1_0602', 'DRB1_1501']",4 +Need for Hormone replacement therapy (postmenopausal),14,13,"[0.03612, 0.03439, 0.02148, 0.04004, 0.03874, 0.02201, 0.02153]","[0.465, 1.508, 0.51, 1.479, 1.588, 2.338, 1.686]","['B_4001', 'B_4402', 'C_0304', 'DPB1_0301', 'DQA1_0103', 'DRB1_0901', 'DRB1_1301']",4 +Neoplasm of uncertain behavior of breast,13,13,"[0.04436, 0.03045, 0.04373, 0.02862]","[1.599, 2.162, 1.601, 2.274]","['DQA1_0201', 'DQB1_0402', 'DRB1_0701', 'DRB1_0801']",4 +Nephritis and nephropathy with pathological lesion,15,17,"[0.01455, 0.002968, 0.01936, 0.004241]","[0.496, 0.381, 1.603, 0.376]","['DQA1_0103', 'DQB1_0603', 'DRB1_0404', 'DRB1_1301']",4 +Nephrotic syndrome without mention of glomerulonephritis,13,13,"[0.004615, 0.03953, 0.01635, 0.01157, 0.005061, 0.03802, 0.04043, 0.009814]","[0.275, 1.453, 1.501, 1.625, 0.279, 1.458, 1.45, 0.308]","['DQA1_0103', 'DQA1_0201', 'DQA1_0501', 'DQB1_0202', 'DQB1_0603', 'DRB1_0301', 'DRB1_0701', 'DRB1_1301']",4 +Nervous system congenital anomalies,11,14,"[0.03445, 0.02125, 0.04284]","[0.441, 2.154, 1.493]","['A_6801', 'DRB1_0407', 'DRB1_1101']",4 +Neural tube defects,11,14,"[0.04774, 0.03526, 0.009178]","[1.628, 0.288, 2.185]","['B_0702', 'B_1501', 'DRB1_1101']",4 +Neuroendocrine tumors,18,14,"[0.01032, 0.0422, 0.03868, 0.04929, 0.0348]","[3.865, 2.911, 2.351, 1.917, 2.211]","['A_3001', 'C_0704', 'C_1601', 'DQB1_0202', 'DRB1_1101']",4 +Noninfectious gastroenteritis,18,18,"[0.0376, 0.012, 0.01225, 0.0129, 0.03659, 0.003362, 0.01089]","[0.73, 1.306, 1.229, 0.409, 1.201, 1.744, 0.788]","['B_1801', 'B_3501', 'DQB1_0501', 'DQB1_0502', 'DRB1_0101', 'DRB1_0103', 'DRB1_0401']",4 +Nonspecific abnormal findings in cerebrospinal fluid,16,10,"[0.01387, 0.009371, 0.04611, 0.008424, 0.01838]","[2.784, 2.254, 2.598, 2.28, 3.094]","['A_6801', 'DQB1_0201', 'DQB1_0402', 'DRB1_0301', 'DRB1_0801']",4 +Obstruction of bile duct,9,14,"[0.001569, 0.03912, 0.02404]","[1.517, 0.722, 0.676]","['C_0701', 'DQA1_0101', 'DQB1_0501']",4 +Open wound of foot except toe(s) alone,16,16,"[0.04412, 0.0312, 0.03241, 0.0244, 0.02775, 0.02484, 0.03778, 0.003822, 0.008288, 0.04949]","[0.463, 2.756, 2.379, 0.402, 0.431, 2.644, 1.744, 2.226, 2.435, 0.472]","['A_0301', 'A_2301', 'A_3101', 'B_0702', 'C_0702', 'DPB1_0601', 'DQA1_0301', 'DQB1_0302', 'DRB1_0404', 'DRB1_1501']",4 +Osteoarthrosis,13,13,"[0.03323, 0.03634, 0.01802, 0.0238, 0.02186]","[1.13, 0.825, 0.903, 0.896, 0.906]","['DPB1_0101', 'DPB1_1101', 'DQA1_0201', 'DQB1_0202', 'DRB1_0701']",4 +Osteoarthrosis NOS,16,14,"[0.03984, 0.02745, 0.00524, 0.04109, 0.01138, 0.0195, 0.03487, 0.04892]","[0.792, 1.205, 1.377, 0.739, 0.807, 1.168, 1.143, 1.14]","['A_2501', 'A_6801', 'B_3701', 'B_3801', 'C_1601', 'DPB1_0101', 'DQA1_0103', 'DRB1_1301']",4 +Other cerebral degenerations,15,13,"[0.04777, 0.03347, 0.02194, 0.04637, 0.03521, 0.01425]","[0.82, 1.228, 1.243, 1.371, 1.423, 1.523]","['A_0101', 'B_0702', 'C_0702', 'DPA1_0202', 'DQA1_0401', 'DQB1_0402']",4 +Other chronic nonalcoholic liver disease,13,11,"[0.02087, 0.03649, 0.007248, 0.00464, 0.007547, 0.02446, 0.02923, 0.03935, 0.006721, 0.03719, 0.04664, 0.009436, 0.01356, 0.00491, 0.0002266, 0.001171, 0.009887, 0.006281, 0.0115, 0.01239, 0.01521, 0.01391]","[1.175, 0.85, 1.28, 1.236, 1.644, 1.249, 0.752, 0.744, 1.208, 1.227, 1.168, 0.832, 1.199, 1.229, 1.338, 0.789, 0.814, 1.223, 1.204, 0.732, 0.594, 0.824]","['A_0101', 'A_0301', 'A_1101', 'B_0801', 'B_1401', 'B_3501', 'B_5101', 'B_5701', 'C_0701', 'DPB1_0101', 'DPB1_0301', 'DQA1_0102', 'DQA1_0201', 'DQB1_0201', 'DQB1_0202', 'DQB1_0301', 'DQB1_0602', 'DRB1_0301', 'DRB1_0701', 'DRB1_1101', 'DRB1_1104', 'DRB1_1501']",4 +Other deficiency anemia,11,17,"[0.03751, 0.03641, 0.02812, 0.01111, 0.002565, 0.03576, 0.04208, 0.008226]","[1.262, 0.346, 0.453, 1.272, 0.359, 1.239, 0.72, 0.302]","['B_4402', 'C_1402', 'DPB1_1001', 'DQA1_0102', 'DQB1_0503', 'DQB1_0602', 'DQB1_0603', 'DRB1_1401']",4 +Other diseases of blood and blood-forming organs,11,17,"[0.0003008, 0.006466, 0.01844, 0.02336, 0.01496, 0.04034, 0.04447, 0.04807, 0.04659]","[0.572, 0.206, 0.188, 1.398, 0.78, 0.547, 1.206, 1.22, 1.22]","['A_2402', 'B_3701', 'B_3901', 'C_0202', 'DPA1_0103', 'DPB1_0501', 'DQA1_0102', 'DQB1_0602', 'DRB1_1501']",4 +Other disorders of arteries and arterioles,17,16,"[0.01306, 0.01944, 0.03721, 0.01747, 0.01853, 0.01155]","[1.6, 0.497, 1.664, 0.561, 1.735, 0.58]","['A_1101', 'B_4001', 'C_0102', 'C_0304', 'C_0802', 'DPB1_0402']",4 +Other disorders of cervical region,17,17,"[0.03194, 0.001469, 0.04749]","[1.51, 2.562, 0.62]","['DPA1_0201', 'DPB1_1101', 'DQB1_0602']",4 +Other disorders of metabolism,17,11,"[0.003264, 0.008809, 0.04991, 0.003677, 0.03946, 0.04956, 0.004913]","[1.53, 1.455, 1.313, 1.526, 0.583, 0.589, 1.504]","['B_0702', 'C_0702', 'DQA1_0102', 'DQB1_0602', 'DQB1_0603', 'DRB1_1301', 'DRB1_1501']",4 +Other disorders of pancreatic internal secretion,14,12,"[0.03873, 0.04767, 0.0393, 0.03553]","[1.984, 1.928, 2.382, 0.121]","['A_2501', 'B_1302', 'B_4002', 'DPA1_0202']",4 +Other disorders of testis,14,13,"[0.03656, 0.02053, 0.02404, 0.03996, 0.01674, 0.039, 0.04281]","[1.49, 1.603, 0.317, 0.604, 0.246, 0.602, 2.225]","['A_0301', 'B_4402', 'B_4403', 'DQA1_0201', 'DRB1_0404', 'DRB1_0701', 'DRB1_0901']",4 +Other disorders of the kidney and ureters,15,17,"[0.04631, 0.02515, 0.03604, 0.01902]","[1.22, 1.116, 1.309, 1.122]","['A_2501', 'DQB1_0201', 'DRB1_0103', 'DRB1_0301']",4 +Other disorders of thyroid,11,14,"[0.02478, 0.002619, 0.01676, 0.04598, 0.04859]","[0.738, 0.514, 1.949, 1.306, 1.462]","['A_0201', 'C_0401', 'C_0704', 'DQA1_0501', 'DRB1_1101']",4 +Other local infections of skin and subcutaneous tissue,17,18,"[0.04661, 0.01263, 0.01659, 0.01543, 0.01091, 0.007357, 0.03111, 0.007149, 0.01102]","[0.781, 0.616, 1.287, 1.306, 1.443, 0.754, 1.748, 1.351, 1.331]","['B_0702', 'C_0303', 'DPA1_0103', 'DPA1_0201', 'DPB1_0101', 'DPB1_0401', 'DPB1_1401', 'DQB1_0201', 'DRB1_0301']",4 +Other specified cardiac dysrhythmias,17,14,"[0.03001, 0.01497, 0.002835, 0.01563, 0.01022, 0.03238]","[1.253, 0.788, 1.332, 0.834, 1.193, 0.608]","['A_3201', 'B_4403', 'B_5701', 'C_0401', 'C_0602', 'C_1402']",4 +Other specified congenital anomalies of kidney,18,10,"[0.009087, 0.006987, 0.0233, 0.03724]","[1.677, 1.694, 2.629, 1.545]","['B_0702', 'C_0702', 'C_1402', 'DPB1_0402']",4 +Other specified diseases of sebaceous glands,13,14,[0.02689],[2.164],['DRB1_1401'],4 +Other specified disorders of breast,18,11,"[0.04162, 0.04263, 0.01953]","[1.741, 0.705, 1.74]","['B_3503', 'C_0501', 'DPB1_0501']",4 +Other symptoms of respiratory system,14,18,"[0.03726, 0.04623, 0.04723, 0.0357, 0.004257]","[1.305, 0.527, 1.164, 0.828, 1.704]","['A_6801', 'C_1402', 'DPA1_0201', 'DPB1_0402', 'DRB1_0407']",4 +Other upper respiratory disease,10,14,"[6.674e-05, 0.00103, 0.002038, 0.0003135]","[1.342, 1.292, 1.513, 1.342]","['DQA1_0101', 'DQB1_0501', 'DQB1_0503', 'DRB1_0101']",4 +Other vitamin B12 deficiency anemia,11,17,"[0.03212, 0.03707, 0.01881, 0.01946, 0.03072, 0.02189, 0.04334]","[0.41, 1.63, 1.514, 1.467, 1.349, 0.262, 0.132]","['A_3201', 'A_6801', 'B_1501', 'C_0304', 'DQA1_0102', 'DQB1_0503', 'DRB1_1401']",4 +Pain and other symptoms associated with female genital organs,15,17,"[0.01465, 0.04212, 0.04815, 0.002423]","[1.63, 1.359, 0.811, 1.955]","['C_0704', 'C_1203', 'DPA1_0201', 'DRB1_0103']",4 +Pallor and flushing,11,16,"[0.04022, 0.00278, 0.03659, 0.034, 0.02174, 0.03281, 0.04259, 0.03429, 0.04025, 0.005806]","[0.504, 2.326, 2.469, 2.244, 1.894, 2.1, 2.589, 2.701, 2.289, 2.443]","['A_0101', 'A_0201', 'A_2601', 'A_6801', 'B_4402', 'B_5101', 'C_0704', 'DPB1_1301', 'DQA1_0401', 'DRB1_0404']",4 +Palpitations,17,14,"[0.04655, 0.01419, 0.04735, 0.04543, 0.03534]","[1.207, 0.648, 1.123, 0.884, 1.181]","['A_3201', 'B_3801', 'DPB1_0301', 'DQB1_0302', 'DQB1_0303']",4 +Paralytic ileus,13,17,"[0.02122, 0.03377, 0.02965, 0.03267]","[1.361, 0.671, 1.297, 1.529]","['B_4001', 'B_4403', 'C_0304', 'DPB1_0501']",4 +Paroxysmal supraventricular tachycardia,17,14,"[0.03854, 0.007061, 0.04358, 0.03327]","[1.422, 1.531, 0.685, 0.534]","['A_3101', 'A_3201', 'B_5101', 'DPB1_0501']",4 +"Paroxysmal tachycardia, unspecified",17,14,"[0.008452, 0.02493, 0.02901]","[1.334, 1.186, 0.767]","['A_3201', 'C_0304', 'C_1601']",4 +Paroxysmal ventricular tachycardia,17,14,"[0.008664, 0.03362, 0.04583, 0.02617]","[1.427, 1.25, 1.287, 1.216]","['A_3201', 'B_1501', 'C_0202', 'DQB1_0302']",4 +Partial epilepsy,17,11,"[0.04032, 0.01169, 0.03287, 0.0471, 0.0275, 0.001408, 0.00205]","[0.712, 1.294, 1.252, 1.389, 1.249, 1.383, 1.369]","['A_1101', 'B_0702', 'B_0801', 'C_0102', 'C_0702', 'DQB1_0201', 'DRB1_0301']",4 +"Peripheral vascular disease, unspecified",12,12,"[0.004854, 0.02178, 0.02417, 0.04166, 0.003562, 0.04276]","[1.436, 1.323, 1.217, 1.173, 1.36, 1.172]","['A_6801', 'B_5701', 'C_0602', 'DQA1_0201', 'DQB1_0303', 'DRB1_0701']",4 +Pituitary hypofunction,11,14,[0.003095],[1.988],['DRB1_1101'],4 +Pneumococcal pneumonia,10,14,"[0.03445, 0.02029, 0.01887]","[2.736, 1.793, 1.846]","['B_3801', 'DQB1_0501', 'DRB1_0101']",4 +Pneumonia due to fungus (mycoses),13,14,"[0.02058, 0.02863]","[1.851, 2.549]","['A_2402', 'DRB1_1401']",4 +Pneumonitis due to inhalation of food or vomitus,12,12,"[0.009288, 0.003871, 0.001441, 0.004856, 0.01043, 0.0002195, 0.0151, 0.01941]","[2.016, 1.627, 1.658, 1.42, 1.34, 1.712, 1.321, 1.78]","['B_4002', 'B_5701', 'C_0202', 'C_0602', 'DQA1_0201', 'DQB1_0303', 'DRB1_0701', 'DRB1_0901']",4 +"Poisoning by analgesics, antipyretics, and antirheumatics",11,18,"[0.007279, 0.04476, 0.02774, 0.0005378, 0.0002622, 0.01611, 0.03984, 0.03688]","[2.302, 3.328, 2.351, 3.003, 2.965, 2.032, 1.801, 2.35]","['A_0201', 'B_1401', 'B_2705', 'B_4001', 'C_0304', 'DPB1_0201', 'DQA1_0301', 'DQB1_0604']",4 +"Polycythemia, secondary",11,17,"[0.0186, 0.003206, 0.02226, 0.02379, 0.03921]","[1.877, 2.117, 0.544, 1.473, 1.494]","['A_6801', 'C_0102', 'C_0501', 'DQA1_0102', 'DRB1_0101']",4 +Polymyositis,12,14,"[1.54e-05, 0.04822, 0.0007912, 0.01021, 2.656e-05, 0.01041, 6.382e-05]","[2.761, 0.312, 2.189, 1.827, 2.674, 0.467, 2.557]","['B_0801', 'C_0303', 'C_0701', 'DQA1_0501', 'DQB1_0201', 'DQB1_0301', 'DRB1_0301']",4 +Postoperative shock,11,15,"[0.00155, 0.03063, 0.01909, 0.0004058, 0.00879, 0.0285, 0.002627]","[3.296, 2.452, 0.292, 4.027, 3.183, 0.269, 3.78]","['A_2902', 'C_1601', 'DQA1_0101', 'DQA1_0401', 'DQB1_0402', 'DQB1_0501', 'DRB1_0801']",4 +Posttraumatic wound infection not elsewhere classified,10,17,"[0.02842, 0.02361, 5.935e-05, 0.03439, 0.009367, 0.01487]","[2.143, 2.078, 4.237, 2.138, 2.467, 2.398]","['B_1501', 'C_0401', 'DPA1_0202', 'DQA1_0103', 'DQB1_0603', 'DRB1_1301']",4 +Progressive myopia,9,17,"[0.01622, 0.02466, 0.02908, 0.01082]","[2.559, 3.256, 2.826, 0.4]","['B_1801', 'B_3701', 'DPB1_0601', 'DQA1_0501']",4 +Prolapse of vaginal walls,17,15,"[0.01145, 0.0278, 0.02461, 0.04891, 0.0309, 0.01817, 0.03405, 0.02871]","[1.782, 1.45, 1.313, 0.617, 0.765, 1.711, 1.289, 1.26]","['A_2301', 'B_1801', 'B_4402', 'B_5701', 'C_0702', 'C_0704', 'DPB1_0402', 'DQB1_0301']",4 +Proteinuria,17,10,"[0.04789, 0.01694, 0.03489, 0.01365, 0.001886, 0.006941, 0.03742]","[1.265, 1.283, 0.807, 0.692, 1.553, 1.427, 0.812]","['B_4001', 'C_0304', 'DQB1_0602', 'DQB1_0603', 'DQB1_0604', 'DRB1_1302', 'DRB1_1501']",4 +Psychogenic and somatoform disorders,13,14,"[0.009969, 0.01835]","[2.142, 2.28]","['DQB1_0503', 'DRB1_1401']",4 +Pyelonephritis,15,17,[0.003311],[2.026],['DRB1_0103'],4 +Redundant prepuce and phimosis/BXO,18,11,"[0.02834, 0.03198, 0.04537, 0.03158, 0.001478]","[1.773, 2.075, 0.308, 0.588, 2.633]","['B_5101', 'C_1502', 'C_1601', 'DPB1_0201', 'DPB1_0501']",4 +Renal failure,15,17,"[0.02462, 0.001719, 0.01716, 0.005485, 0.001824, 0.04489, 0.03646]","[1.081, 1.13, 0.91, 1.329, 1.129, 0.813, 0.921]","['DQA1_0501', 'DQB1_0201', 'DQB1_0602', 'DRB1_0103', 'DRB1_0301', 'DRB1_1401', 'DRB1_1501']",4 +Renal osteodystrophy,15,17,"[0.0177, 0.02227, 0.04375, 0.00835, 0.001417, 0.01712, 0.005709]","[1.29, 0.781, 1.224, 1.335, 0.667, 1.301, 0.712]","['A_0301', 'DQA1_0102', 'DQA1_0501', 'DQB1_0201', 'DQB1_0602', 'DRB1_0301', 'DRB1_1501']",4 +Respiratory abnormalities,13,13,"[0.02712, 0.03113, 0.001132, 0.002761, 0.03988]","[1.278, 1.17, 1.292, 1.701, 1.162]","['A_2902', 'DQA1_0201', 'DQB1_0202', 'DRB1_0407', 'DRB1_0701']",4 +Right bundle branch block,17,14,"[0.03594, 0.02503, 0.002355, 0.02363]","[1.72, 0.48, 0.401, 1.507]","['A_3201', 'B_4001', 'C_0304', 'C_0602']",4 +Rosacea,9,18,"[0.01851, 0.0377, 0.01036, 0.01969, 0.002589, 0.001285, 0.001305]","[0.468, 1.398, 0.225, 1.752, 1.408, 1.475, 1.469]","['A_6801', 'B_3501', 'B_5501', 'DPB1_1301', 'DQA1_0102', 'DQB1_0602', 'DRB1_1501']",4 +Schizophrenia,14,13,"[0.008598, 0.04992, 0.03619, 0.01134, 0.03612]","[1.954, 0.577, 0.476, 2.949, 2.647]","['A_2402', 'C_0701', 'DPB1_0402', 'DRB1_0901', 'DRB1_1201']",4 +Schizophrenia and other psychotic disorders,14,17,"[0.03722, 0.007725, 0.0151, 0.03997, 0.03299, 0.03861]","[1.304, 0.333, 1.885, 1.234, 1.483, 1.394]","['A_2402', 'B_1302', 'C_1402', 'DQA1_0102', 'DQA1_0401', 'DRB1_1302']",4 +Sciatica,13,15,"[0.03412, 0.03257, 0.03139, 0.02831]","[1.395, 1.296, 1.392, 1.42]","['C_0303', 'DPA1_0201', 'DQA1_0103', 'DRB1_1301']",4 +Secondary hyperparathyroidism (of renal origin),15,17,"[0.04009, 0.02573, 0.005073, 0.01419, 0.03585]","[0.474, 1.783, 0.442, 2.458, 1.644]","['B_3501', 'C_0102', 'C_0401', 'DRB1_0103', 'DRB1_0404']",4 +Secondary malignant neoplasm,12,15,"[0.02806, 0.0312, 0.01988, 0.02693, 0.04203, 0.04472, 0.02899]","[1.126, 0.79, 0.844, 1.107, 1.151, 1.081, 1.142]","['A_1101', 'A_2301', 'B_1801', 'B_4402', 'B_5701', 'DQB1_0301', 'DQB1_0303']",4 +Secondary malignant neoplasm of liver,12,15,"[0.02649, 0.006626, 0.032, 0.005367, 0.03936, 0.00386, 0.03862]","[1.246, 0.489, 1.394, 1.386, 1.385, 1.257, 1.26]","['A_1101', 'A_2301', 'A_2501', 'A_2902', 'B_5501', 'DPB1_0201', 'DQB1_0303']",4 +Senile dementia,15,16,"[0.01461, 0.03359, 0.0117, 0.03709, 0.033, 0.01673]","[1.873, 1.595, 1.796, 1.396, 0.67, 0.45]","['A_2601', 'B_2705', 'C_0802', 'DPB1_0301', 'DQB1_0201', 'DRB1_0404']",4 +Sensorineural hearing loss,12,13,"[0.01897, 0.02626, 0.04681, 0.04148]","[0.745, 1.24, 1.131, 1.134]","['A_6801', 'B_5701', 'DQA1_0201', 'DRB1_0701']",4 +Sepsis,17,14,"[0.03499, 0.04431, 0.01438, 0.02997]","[1.206, 1.263, 1.474, 0.855]","['A_1101', 'A_3201', 'B_3701', 'C_0702']",4 +Sialoadenitis,15,11,"[0.00104, 0.01418, 0.01086]","[2.205, 1.875, 3.281]","['DQA1_0301', 'DRB1_0401', 'DRB1_0407']",4 +Sicca syndrome,12,14,"[0.004748, 0.0006823, 1.455e-06, 0.008442, 0.007613, 0.04025, 2.592e-06, 0.01226, 0.001798, 9.703e-05, 2.595e-08, 0.01422, 0.03126, 5.039e-08, 0.03221]","[1.601, 2.552, 2.245, 1.895, 0.149, 0.51, 2.165, 1.555, 0.492, 1.904, 2.509, 0.56, 0.581, 2.465, 0.409]","['A_0101', 'A_2501', 'B_0801', 'B_1801', 'B_2705', 'C_0303', 'C_0701', 'DPB1_0201', 'DQA1_0101', 'DQA1_0501', 'DQB1_0201', 'DQB1_0501', 'DRB1_0101', 'DRB1_0301', 'DRB1_0404']",4 +Spina bifida,11,14,[0.02094],[2.109],['DRB1_1101'],4 +Spinal stenosis,16,14,"[0.03274, 0.04822, 0.02026, 0.0238, 0.04019, 0.002212, 0.01358]","[1.153, 1.266, 0.776, 1.224, 0.873, 0.404, 1.258]","['A_0101', 'A_6801', 'B_3501', 'DQA1_0103', 'DQA1_0301', 'DRB1_0407', 'DRB1_1301']",4 +Spinal stenosis of lumbar region,16,14,"[0.01161, 0.005411, 0.01678, 0.03463, 0.03331, 0.001153, 0.01296]","[1.349, 0.698, 1.27, 0.829, 0.815, 0.26, 1.296]","['A_2902', 'B_3501', 'DQA1_0103', 'DQB1_0501', 'DRB1_0101', 'DRB1_0407', 'DRB1_1301']",4 +"Spondylolisthesis, congenital",10,17,"[0.0205, 0.03854, 0.02655, 0.03236, 0.03745]","[2.316, 2.491, 2.231, 0.212, 2.185]","['B_4001', 'DPA1_0202', 'DQB1_0603', 'DRB1_0101', 'DRB1_1301']",4 +Strabismus (not specified as paralytic),13,14,"[0.03561, 0.01835, 0.003796, 0.01769]","[1.942, 1.35, 1.911, 1.909]","['DPB1_1401', 'DQA1_0301', 'DQB1_0503', 'DRB1_1401']",4 +Stricture of artery,18,16,"[0.0004368, 0.01372, 0.0008948, 0.02069]","[3.562, 3.178, 2.389, 0.371]","['B_1302', 'B_3503', 'C_0602', 'DPB1_0402']",4 +Stricture/obstruction of ureter,18,13,"[0.007342, 0.03198, 0.04318, 0.04362, 0.01383]","[1.727, 1.369, 1.631, 0.46, 2.161]","['A_2902', 'DPB1_0201', 'DQA1_0401', 'DQB1_0604', 'DRB1_0103']",4 +Subdural hemorrhage (injury),17,14,[0.0003996],[2.48],['A_3201'],4 +Superficial cellulitis and abscess,17,18,"[0.04928, 0.01367, 0.04308, 0.03181, 0.02232, 0.008493, 0.0005946, 0.0298, 0.01814]","[1.315, 1.328, 0.888, 1.103, 1.116, 1.189, 0.826, 0.904, 0.75]","['B_1401', 'B_4901', 'C_0401', 'DPA1_0103', 'DPA1_0201', 'DPB1_0101', 'DPB1_0402', 'DQB1_0301', 'DRB1_1104']",4 +Superficial keratitis,17,15,"[0.01392, 0.02098, 0.03725, 0.0149, 0.008715, 0.01788, 0.04742]","[0.276, 2.462, 0.401, 0.172, 2.232, 0.243, 0.306]","['B_0702', 'B_1801', 'C_0702', 'DPB1_0301', 'DPB1_0402', 'DQB1_0501', 'DRB1_0101']",4 +Supraventricular premature beats,15,18,"[0.03447, 0.003318, 0.003664, 0.03683]","[2.244, 2.686, 3.946, 2.329]","['A_6801', 'B_2705', 'B_3901', 'DQA1_0401']",4 +Symptoms involving nervous and musculoskeletal systems,11,14,"[0.0383, 0.02459, 0.02159, 0.0439, 0.00236]","[0.477, 2.62, 0.44, 0.502, 2.432]","['B_0801', 'DPB1_1001', 'DQB1_0201', 'DRB1_0301', 'DRB1_1101']",4 +Systemic lupus erythematosus,12,14,"[0.0008042, 0.008327, 0.03898, 8.512e-05, 0.03994, 0.0008051, 0.01535, 0.001801, 0.01444, 0.02662, 1.995e-06, 0.006112, 0.004374, 1.183e-06, 0.01518, 0.002855]","[1.407, 0.769, 1.712, 1.522, 1.528, 1.409, 0.334, 1.367, 0.643, 1.246, 1.64, 0.738, 1.358, 1.658, 0.726, 1.373]","['A_0101', 'A_0201', 'A_3001', 'B_0801', 'B_1302', 'C_0701', 'C_0704', 'DQA1_0102', 'DQA1_0103', 'DQA1_0501', 'DQB1_0201', 'DQB1_0301', 'DQB1_0602', 'DRB1_0301', 'DRB1_0401', 'DRB1_1501']",4 +Tachycardia NOS,17,14,"[0.005153, 0.01027, 0.01604, 0.03937, 0.008212, 0.03531, 0.04326, 0.03655]","[1.326, 1.248, 1.289, 1.193, 1.193, 0.899, 0.7, 1.125]","['A_2501', 'A_3201', 'B_5501', 'C_0102', 'C_0303', 'C_0701', 'DQB1_0502', 'DRB1_0101']",4 +Temporomandibular joint disorders,15,11,"[0.003996, 0.04339, 0.02573, 0.03753]","[2.891, 2.341, 0.628, 1.522]","['A_3001', 'B_3901', 'DQA1_0102', 'DRB1_0401']",4 +"Thoracic or lumbosacral neuritis or radiculitis, unspecified",13,15,"[0.00509, 0.04584, 0.009788, 0.02759, 0.02003, 0.04644, 0.01599, 0.03884, 0.008712, 0.02231]","[1.744, 0.674, 0.73, 0.788, 1.338, 0.829, 0.759, 0.787, 0.738, 1.349]","['C_0704', 'C_1203', 'DPB1_0402', 'DQA1_0101', 'DQA1_0103', 'DQA1_0501', 'DQB1_0201', 'DQB1_0501', 'DRB1_0301', 'DRB1_1301']",4 +Throat pain,10,14,"[0.03402, 0.02426, 0.006079, 0.03811, 0.03824, 0.0257]","[1.619, 1.642, 0.491, 1.608, 0.546, 1.696]","['B_0801', 'DQA1_0101', 'DQA1_0102', 'DQB1_0501', 'DQB1_0602', 'DRB1_0101']",4 +Toxic effect of venom,18,15,"[0.04452, 0.04341, 0.01131]","[2.297, 1.962, 2.226]","['C_0202', 'C_0401', 'DPB1_0402']",4 +Tracheostomy complications,18,16,"[0.04858, 0.006643, 0.02163]","[2.81, 2.227, 0.302]","['B_3503', 'C_0602', 'DRB1_0401']",4 +Type 1 diabetes,12,17,"[0.003617, 0.0006192, 0.006489, 0.02126, 5.083e-06, 1.534e-11, 0.004975, 0.007916, 9.89e-08, 4.25e-05, 0.02828, 0.02289, 0.04374, 4.541e-08, 0.0125, 0.003777, 1.358e-07, 0.0001089, 0.03986, 0.013, 8.053e-07, 0.03814, 7.499e-05, 1.309e-17, 1.911e-06, 1.333e-05, 2.319e-31, 7.543e-10, 2.478e-29, 0.001685, 1.946e-11, 4.6129999999999996e-54, 0.00375, 0.02118, 0.002411, 6.077e-17, 1.529e-05, 0.01522, 2.162e-29, 1.1820000000000002e-26, 7.323e-05, 1.274e-05, 0.000232, 0.005568, 2.157e-05, 0.0048, 8.188e-17]","[1.333, 0.526, 0.353, 0.262, 0.559, 1.95, 0.341, 0.426, 1.868, 1.792, 1.338, 0.739, 0.628, 1.815, 0.705, 0.657, 1.665, 0.63, 0.623, 1.313, 0.481, 1.499, 0.615, 0.327, 0.335, 0.563, 3.178, 1.803, 2.934, 0.634, 0.44, 4.42, 0.691, 0.099, 0.337, 0.205, 0.394, 0.72, 2.938, 2.816, 1.713, 0.562, 0.445, 0.318, 0.377, 0.194, 0.225]","['A_0101', 'A_1101', 'A_2501', 'A_3001', 'B_0702', 'B_0801', 'B_1302', 'B_1402', 'B_1501', 'B_1801', 'B_4001', 'B_4402', 'B_5701', 'C_0304', 'C_0401', 'C_0602', 'C_0701', 'C_0702', 'C_0802', 'DPB1_0301', 'DPB1_0402', 'DPB1_0601', 'DQA1_0101', 'DQA1_0102', 'DQA1_0103', 'DQA1_0201', 'DQA1_0301', 'DQA1_0501', 'DQB1_0201', 'DQB1_0202', 'DQB1_0301', 'DQB1_0302', 'DQB1_0501', 'DQB1_0502', 'DQB1_0503', 'DQB1_0602', 'DQB1_0603', 'DRB1_0101', 'DRB1_0301', 'DRB1_0401', 'DRB1_0404', 'DRB1_0701', 'DRB1_1101', 'DRB1_1104', 'DRB1_1301', 'DRB1_1401', 'DRB1_1501']",4 +Type 1 diabetes with ketoacidosis,16,12,"[0.01517, 0.008698, 0.0001095, 3.343e-05, 0.001489, 6.749e-07, 0.02935, 0.01737, 0.000133, 0.04204, 0.005887, 1.33e-05, 0.01478, 0.00223, 1.018e-11, 0.004279, 1.334e-08, 0.03927, 0.0003435, 9.957e-18, 0.01564, 9.842e-09, 6.87e-14, 0.002209, 0.03125, 0.01963]","[0.087, 0.427, 2.352, 2.744, 2.269, 3.07, 0.422, 0.364, 2.302, 0.56, 0.337, 0.215, 0.086, 0.32, 5.733, 1.874, 3.465, 0.464, 0.327, 7.093, 0.088, 3.505, 5.276, 0.32, 0.214, 0.096]","['A_1101', 'B_0702', 'B_0801', 'B_1501', 'B_4001', 'C_0304', 'C_0401', 'C_0602', 'C_0701', 'C_0702', 'DPB1_0402', 'DQA1_0102', 'DQA1_0103', 'DQA1_0201', 'DQA1_0301', 'DQA1_0501', 'DQB1_0201', 'DQB1_0202', 'DQB1_0301', 'DQB1_0302', 'DQB1_0603', 'DRB1_0301', 'DRB1_0401', 'DRB1_0701', 'DRB1_1101', 'DRB1_1301']",4 +Type 1 diabetes with neurological manifestations,16,12,"[0.02086, 0.003684, 0.02948, 7.676e-06, 7.713e-05, 0.003531, 8.216e-05, 0.04888, 1.219e-08, 0.04787, 5.659e-05, 0.002669, 3.02e-14, 0.04513, 0.04969, 0.04487, 1.649e-05, 7.064e-10]","[0.098, 0.336, 1.714, 3.103, 2.661, 0.354, 0.246, 0.313, 4.373, 1.591, 2.585, 0.387, 6.257, 0.133, 0.314, 2.047, 2.757, 4.271]","['A_1101', 'B_0702', 'B_0801', 'B_1501', 'C_0304', 'C_0702', 'DQA1_0102', 'DQA1_0103', 'DQA1_0301', 'DQA1_0501', 'DQB1_0201', 'DQB1_0301', 'DQB1_0302', 'DQB1_0303', 'DQB1_0603', 'DQB1_0604', 'DRB1_0301', 'DRB1_0401']",4 +Type 1 diabetes with ophthalmic manifestations,16,12,"[0.03765, 0.005992, 0.01061, 0.0001726, 0.0003883, 0.03204, 0.005618, 0.02591, 0.0197, 1.036e-05, 0.02128, 0.009049, 1.467e-09, 0.0154, 4.562e-07, 0.0001052, 2.707e-16, 0.001174, 0.02168, 3.702e-07, 2.495e-08, 0.0159, 0.008982, 0.03481, 0.02858, 0.001014]","[0.294, 0.376, 1.853, 2.639, 2.414, 1.655, 0.39, 0.595, 2.96, 0.153, 0.098, 0.376, 4.864, 1.756, 3.218, 0.234, 7.326, 0.038, 0.099, 3.248, 3.642, 2.092, 0.376, 0.119, 0.11, 0.037]","['A_1101', 'B_0702', 'B_0801', 'B_1501', 'C_0304', 'C_0701', 'C_0702', 'DPB1_0401', 'DPB1_1401', 'DQA1_0102', 'DQA1_0103', 'DQA1_0201', 'DQA1_0301', 'DQA1_0501', 'DQB1_0201', 'DQB1_0301', 'DQB1_0302', 'DQB1_0602', 'DQB1_0603', 'DRB1_0301', 'DRB1_0401', 'DRB1_0404', 'DRB1_0701', 'DRB1_1101', 'DRB1_1301', 'DRB1_1501']",4 +Type 1 diabetes with renal manifestations,16,12,"[0.02086, 0.02412, 0.0001725, 0.02943, 0.0004452, 0.03509, 0.04802, 5.147e-05, 0.02039, 0.007855, 6.442e-09, 0.006114, 6.203e-06, 0.002952, 1.8e-15, 0.04217, 0.0002731, 0.02103, 1.623e-06, 4.321e-07, 0.005974, 0.007784, 0.0445, 0.02772, 0.0002066]","[0.47, 1.729, 2.634, 1.878, 2.387, 0.408, 0.495, 0.237, 0.097, 0.37, 4.353, 1.889, 2.835, 0.404, 6.658, 0.129, 0.117, 0.098, 3.018, 3.218, 2.262, 0.37, 0.237, 0.109, 0.112]","['B_0702', 'B_0801', 'B_1501', 'C_0303', 'C_0304', 'C_0602', 'DPB1_0402', 'DQA1_0102', 'DQA1_0103', 'DQA1_0201', 'DQA1_0301', 'DQA1_0501', 'DQB1_0201', 'DQB1_0301', 'DQB1_0302', 'DQB1_0303', 'DQB1_0602', 'DQB1_0603', 'DRB1_0301', 'DRB1_0401', 'DRB1_0404', 'DRB1_0701', 'DRB1_1101', 'DRB1_1301', 'DRB1_1501']",4 +Ulcerative colitis,18,18,"[0.03688, 0.03117, 0.008245, 0.02476, 0.000502, 0.005485, 0.02056, 0.03141, 0.04624, 0.02123, 0.002991, 0.002525, 0.04932, 0.03752]","[1.479, 0.571, 0.552, 1.495, 0.588, 0.588, 0.488, 0.337, 1.346, 0.385, 2.442, 0.552, 1.46, 0.509]","['B_3501', 'B_4001', 'C_0304', 'DQA1_0103', 'DQA1_0301', 'DQB1_0302', 'DQB1_0303', 'DQB1_0402', 'DQB1_0501', 'DQB1_0604', 'DRB1_0103', 'DRB1_0401', 'DRB1_1101', 'DRB1_1302']",4 +Ulcerative colitis (chronic),18,18,"[0.006362, 0.04563, 0.009005, 0.01158, 0.02452, 0.01695, 0.01556, 0.01336, 0.04473, 0.04253]","[0.365, 0.579, 0.542, 1.712, 1.777, 1.705, 2.789, 0.453, 0.578, 1.719]","['C_0501', 'DQA1_0201', 'DQA1_0301', 'DQB1_0501', 'DQB1_0603', 'DRB1_0101', 'DRB1_0103', 'DRB1_0401', 'DRB1_0701', 'DRB1_1301']",4 +Unspecified diffuse connective tissue disease,9,14,"[0.03683, 0.01494, 0.008853]","[2.361, 2.054, 2.198]","['C_0102', 'DQA1_0101', 'DQB1_0501']",4 +Unstable angina (intermediate coronary syndrome),17,14,"[0.01473, 0.005484, 0.02508]","[1.358, 0.419, 0.717]","['A_3201', 'B_3801', 'C_1203']",4 +Upper gastrointestinal congenital anomalies,14,14,"[0.008362, 0.04785, 0.003459, 0.0006375, 0.01346]","[2.488, 2.853, 2.853, 4.131, 3.268]","['B_3501', 'B_3701', 'B_5101', 'C_1502', 'DRB1_1401']",4 +Vascular complications of surgery and medical procedures,17,14,[0.01915],[2.623],['A_3201'],4 +Vascular hamartomas and non-neoplastic nevi,18,13,"[0.03936, 0.0448, 0.003353, 0.0377, 0.02433, 0.02604, 0.02352]","[1.741, 0.606, 1.883, 0.632, 1.543, 0.627, 1.561]","['A_2902', 'B_0801', 'B_1501', 'C_0701', 'DPB1_0201', 'DQB1_0301', 'DQB1_0302']",4 +Viral infection,10,15,"[0.0133, 0.01537, 0.01547, 0.03274, 0.04498, 0.0005256, 0.02281, 0.0247, 0.001895, 0.02923, 0.003082]","[1.694, 1.349, 1.377, 1.262, 1.178, 0.753, 1.189, 1.399, 0.749, 1.575, 0.762]","['B_1401', 'B_2705', 'C_0102', 'C_0303', 'DQA1_0101', 'DQA1_0102', 'DQA1_0301', 'DQB1_0503', 'DQB1_0602', 'DRB1_0407', 'DRB1_1501']",4 +Vitamin deficiency,13,17,"[0.0363, 0.02843, 0.04602, 0.01439, 0.04268, 0.03976, 0.03732]","[0.889, 1.17, 0.689, 1.196, 0.902, 0.89, 1.126]","['B_0702', 'B_4001', 'C_1402', 'DPB1_0101', 'DQA1_0102', 'DQB1_0602', 'DRB1_0401']",4 +"stress incontinence, female",9,14,"[0.01009, 0.001605, 0.026, 0.0326]","[0.712, 0.66, 1.287, 1.291]","['B_0702', 'C_0702', 'DQA1_0101', 'DQB1_0501']",4 diff --git a/outputs/grid_search_results_disease.csv b/outputs/grid_search_results_disease.csv new file mode 100644 index 0000000..15cb716 --- /dev/null +++ b/outputs/grid_search_results_disease.csv @@ -0,0 +1,163 @@ +som_x,som_y,multiplier,sigma,learning_rate,num_iterations,quantisation_error,topographic_error,combined_score +13,13,5,0.5,0.1,5000,2.376074580502655,0.9216867469879518,1.4558795619868206 +13,13,5,0.5,0.1,10000,2.3384334108689173,0.9457831325301205,1.4551060307109873 +13,13,5,0.5,0.1,20000,2.356054264840815,0.927710843373494,1.4482115602426917 +13,13,5,0.5,0.5,5000,2.3918531754587917,0.8938253012048193,1.4372286767965594 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+9,9,10,1.5,0.5,20000,5.741425904341557,0.25252525252525254,0.898226637609588 +9,9,10,1.5,0.9,5000,5.789017909822422,0.31313131313131315,0.969295994210519 +9,9,10,1.5,0.9,10000,5.397354502812984,0.37373737373737376,0.9673456827096527 +9,9,10,1.5,0.9,20000,5.4131962139326,0.26262626262626265,0.8541896574821404 diff --git a/outputs/som_evaluation_results_disease_20240829_133749.csv b/outputs/som_evaluation_results_disease_20240829_133749.csv new file mode 100644 index 0000000..6596117 --- /dev/null +++ b/outputs/som_evaluation_results_disease_20240829_133749.csv @@ -0,0 +1,2 @@ +Quantization Error,Topographic Error,Silhouette Score,Davies-Bouldin Index,Calinski-Harabasz Index +1.7957418191977936,0.2838855421686747,0.4184839961956781,0.7625735468900432,1403.1664109934516 diff --git a/outputs/som_evaluation_results_disease_20240829_133751.csv b/outputs/som_evaluation_results_disease_20240829_133751.csv new file mode 100644 index 0000000..0ab104a --- /dev/null +++ b/outputs/som_evaluation_results_disease_20240829_133751.csv @@ -0,0 +1,2 @@ +Quantization Error,Topographic Error,Silhouette Score,Davies-Bouldin Index,Calinski-Harabasz Index +1.7879243422181246,0.2628012048192771,0.42487529438985805,0.7571912005741329,1413.932934335043 diff --git a/outputs/som_evaluation_results_disease_20240829_133753.csv b/outputs/som_evaluation_results_disease_20240829_133753.csv new file mode 100644 index 0000000..9b8c660 --- /dev/null +++ b/outputs/som_evaluation_results_disease_20240829_133753.csv @@ -0,0 +1,2 @@ +Quantization Error,Topographic Error,Silhouette Score,Davies-Bouldin Index,Calinski-Harabasz Index +1.7364464073801136,0.24924698795180722,0.40223306157851163,0.7928531102022855,1304.6926849765873 diff --git a/outputs/som_evaluation_results_disease_20240829_133755.csv b/outputs/som_evaluation_results_disease_20240829_133755.csv new file mode 100644 index 0000000..ff68641 --- /dev/null +++ b/outputs/som_evaluation_results_disease_20240829_133755.csv @@ -0,0 +1,2 @@ +Quantization Error,Topographic Error,Silhouette Score,Davies-Bouldin Index,Calinski-Harabasz Index +1.7468709290553617,0.23268072289156627,0.4173834620305347,0.7563613870011834,1385.5224266426483 diff --git a/outputs/som_evaluation_results_disease_20240829_133757.csv b/outputs/som_evaluation_results_disease_20240829_133757.csv new file mode 100644 index 0000000..480f572 --- /dev/null +++ b/outputs/som_evaluation_results_disease_20240829_133757.csv @@ -0,0 +1,2 @@ +Quantization Error,Topographic Error,Silhouette Score,Davies-Bouldin Index,Calinski-Harabasz Index +1.7856984142351127,0.276355421686747,0.41389956176841747,0.7735758730764806,1344.4017287927106 diff --git a/outputs/som_evaluation_results_disease_mean.csv b/outputs/som_evaluation_results_disease_mean.csv new file mode 100644 index 0000000..39e5ab6 --- /dev/null +++ b/outputs/som_evaluation_results_disease_mean.csv @@ -0,0 +1,2 @@ +Quantization Error,Topographic Error,Silhouette Score,Davies-Bouldin Index,Calinski-Harabasz Index +1.7705363824173013,0.26099397590361445,0.4153750751925999,0.7685110235488252,1370.3432371480883 diff --git a/outputs/som_evaluation_results_snp_20240829_134417.csv b/outputs/som_evaluation_results_snp_20240829_134417.csv new file mode 100644 index 0000000..28fd844 --- /dev/null +++ b/outputs/som_evaluation_results_snp_20240829_134417.csv @@ -0,0 +1,2 @@ +Quantization Error,Topographic Error,Silhouette Score,Davies-Bouldin Index,Calinski-Harabasz Index +6.3212927111870885,0.020202020202020204,0.3686757809982167,0.841101559950735,86.73530435969627 diff --git a/outputs/som_evaluation_results_snp_20240829_134418.csv b/outputs/som_evaluation_results_snp_20240829_134418.csv new file mode 100644 index 0000000..8dd2000 --- /dev/null +++ b/outputs/som_evaluation_results_snp_20240829_134418.csv @@ -0,0 +1,2 @@ +Quantization Error,Topographic Error,Silhouette Score,Davies-Bouldin Index,Calinski-Harabasz Index +6.229172188658621,0.050505050505050504,0.38511679671581606,0.8042301913194018,90.22303448058503 diff --git a/outputs/som_evaluation_results_snp_20240829_134419.csv b/outputs/som_evaluation_results_snp_20240829_134419.csv new file mode 100644 index 0000000..e7f5ea3 --- /dev/null +++ b/outputs/som_evaluation_results_snp_20240829_134419.csv @@ -0,0 +1,2 @@ +Quantization Error,Topographic Error,Silhouette Score,Davies-Bouldin Index,Calinski-Harabasz Index +6.343547970310888,0.030303030303030304,0.39327163332509696,0.7839576325939801,96.1877140571681 diff --git a/outputs/som_evaluation_results_snp_20240829_134421.csv b/outputs/som_evaluation_results_snp_20240829_134421.csv new file mode 100644 index 0000000..8dda0ef --- /dev/null +++ b/outputs/som_evaluation_results_snp_20240829_134421.csv @@ -0,0 +1,2 @@ +Quantization Error,Topographic Error,Silhouette Score,Davies-Bouldin Index,Calinski-Harabasz Index +6.3005978331202375,0.050505050505050504,0.4031770348379813,0.7772283798139232,98.93848032727614 diff --git a/outputs/som_evaluation_results_snp_20240829_134423.csv b/outputs/som_evaluation_results_snp_20240829_134423.csv new file mode 100644 index 0000000..cc1806a --- /dev/null +++ b/outputs/som_evaluation_results_snp_20240829_134423.csv @@ -0,0 +1,2 @@ +Quantization Error,Topographic Error,Silhouette Score,Davies-Bouldin Index,Calinski-Harabasz Index +6.214404144986181,0.050505050505050504,0.38501208021128946,0.7961161502686246,91.30392019531907 diff --git a/outputs/som_evaluation_results_snp_mean.csv b/outputs/som_evaluation_results_snp_mean.csv new file mode 100644 index 0000000..374f91b --- /dev/null +++ b/outputs/som_evaluation_results_snp_mean.csv @@ -0,0 +1,2 @@ +Quantization Error,Topographic Error,Silhouette Score,Davies-Bouldin Index,Calinski-Harabasz Index +6.281802969652604,0.0404040404040404,0.38705066521768006,0.8005267827893331,92.67769068400892 diff --git a/vis_phewas/som/som_utils.py b/vis_phewas/som/som_utils.py index bb3a3a4..ad90da4 100644 --- a/vis_phewas/som/som_utils.py +++ b/vis_phewas/som/som_utils.py @@ -1,17 +1,19 @@ +import datetime +import glob import os import urllib.parse from datetime import datetime, timedelta from io import StringIO -import glob + import numpy as np import pandas as pd from django.conf import settings +from mainapp.models import HlaPheWasCatalog from matplotlib import pyplot as plt from minisom import MiniSom - -from mainapp.models import HlaPheWasCatalog from sklearn.cluster import KMeans -from sklearn.metrics import silhouette_score +from sklearn.metrics import silhouette_score, davies_bouldin_score, calinski_harabasz_score +from sklearn.preprocessing import MinMaxScaler # Set the transparent colour for the visualisation TRANSPARENT = 'rgba(0,0,0,0)' @@ -102,25 +104,35 @@ def preprocess_temp_data(temp_data): return filtered_df -def initialise_som(x_normalised): +def initialise_som(x_normalised, som_x=None, som_y=None, sigma=1.0, learning_rate=0.5, num_iterations=20000): """ - Function to initialise and train the SOM. + Function to initialise and train the SOM with dynamic parameters. :param x_normalised: Normalised feature matrix + :param som_x: Width of the SOM grid + :param som_y: Height of the SOM grid + :param sigma: Spread of the neighborhood function + :param learning_rate: Initial learning rate + :param num_iterations: Number of iterations for training :return: Positions of the winning neurons and the trained SOM """ - # Use rule of 5 sqrt(n) for the number of neurons - som_x = int(np.sqrt(5 * np.sqrt(x_normalised.shape[0]))) - som_y = int(np.sqrt(5 * np.sqrt(x_normalised.shape[0]))) + # Use rule of 10 sqrt(n) for the number of neurons if not specified + if som_x is None: + som_x = int(np.sqrt(5 * np.sqrt(x_normalised.shape[0]))) + if som_y is None: + som_y = int(np.sqrt(5 * np.sqrt(x_normalised.shape[0]))) + + print( + f"Training SOM with {som_x}x{som_y} grid, sigma={sigma}, learning_rate={learning_rate}, num_iterations={num_iterations}") + # Initialise the SOM input_len = x_normalised.shape[1] - # Train the SOM with 10000 iterations - som = MiniSom(x=som_x, y=som_y, input_len=input_len, sigma=1.0, learning_rate=0.5) + som = MiniSom(x=som_x, y=som_y, input_len=input_len, sigma=sigma, learning_rate=learning_rate) som.random_weights_init(x_normalised) - som.train_random(x_normalised, 10000) + som.train_random(x_normalised, num_iterations) + # Get the positions of the winning neurons positions = np.array([som.winner(x) for x in x_normalised]) - # Return the positions and the trained SOM return positions, som @@ -132,6 +144,7 @@ def clean_filters(filters, som_type): :param som_type: Type of the SOM (SNP or disease) :return: Cleaned and formatted filters string """ + print(f"Filters: {filters}") # If no filters are provided, return "All Genes" or "All Categories" as appropriate if not filters: return "All Genes" if som_type == 'snp' else "All Categories" @@ -141,6 +154,14 @@ def clean_filters(filters, som_type): filters_list = decoded_filters.split(" OR ") cleaned_filters = [f.split(":==:")[-1] for f in filters_list] + # If all filters are selected, return "All Genes" or "All Categories" as appropriate + if (som_type == 'snp' and len(cleaned_filters) == HlaPheWasCatalog.objects.values('gene_name') + .distinct().count()): + return "All Genes" + if (som_type == 'disease' and len(cleaned_filters) == HlaPheWasCatalog.objects.values('category_string') + .distinct().count()): + return "All Categories" + # Format filters into lines of 3 filters each with a line break between each line formatted_lines = [", ".join(cleaned_filters[i:i + 3]) for i in range(0, len(cleaned_filters), 3)] break_formatted_filters = "
".join(formatted_lines) @@ -202,7 +223,7 @@ def style_visualisation(cleaned_filters, fig, title_text) -> None: title=dict( text=title_text, x=0.5, - y=.93, + y=.95, xanchor='center', yanchor='top', font=dict( @@ -212,7 +233,7 @@ def style_visualisation(cleaned_filters, fig, title_text) -> None: ) ), margin=dict( - t=100 + 20 * (len(cleaned_filters.split("
")) - 1), + t=150 + 20 * (len(cleaned_filters.split("
")) - 1), ), xaxis=dict(title='SOM X', showgrid=False, zeroline=False), yaxis=dict(title='SOM Y', showgrid=False, zeroline=False), @@ -232,10 +253,12 @@ def style_visualisation(cleaned_filters, fig, title_text) -> None: len=0.8 ) -def plot_metrics_on_som(positions): + +def plot_metrics_on_som(positions, som_type): """ Function to plot the Elbow Method and Silhouette Score graphs for a range of clusters based on the SOM grid positions. :param positions: 2D array of SOM positions (e.g., [[x1, y1], [x2, y2], ...]) + :param som_type: Type of the SOM (SNP or disease) :return: None """ wcss = [] @@ -253,7 +276,7 @@ def plot_metrics_on_som(positions): # Plotting the Elbow Method graph (WCSS) plt.figure(figsize=(10, 5)) plt.plot(range_n_clusters, wcss, marker='o') - plt.title('Elbow Method For Optimal Number of Clusters') + plt.title(f'Elbow Method For Optimal Number of Clusters for {som_type.capitalize()} Clustering') plt.xlabel('Number of Clusters') plt.ylabel('WCSS (Within-Cluster Sum of Squares)') plt.show() @@ -261,8 +284,203 @@ def plot_metrics_on_som(positions): # Plotting the Silhouette Score graph plt.figure(figsize=(10, 5)) plt.plot(range_n_clusters, silhouette_scores, marker='o') - plt.title('Silhouette Score For Optimal Number of Clusters') + plt.title(f'Silhouette Score For Optimal Number of Clusters for {som_type.capitalize()} Clustering') plt.xlabel('Number of Clusters') plt.ylabel('Silhouette Score') plt.show() + +def grid_search_som(x_normalised, output_csv='som_grid_search_results.csv', n_range=6): + """ + Function to perform grid search for the best SOM parameters and save all results to a CSV file. + + :param n_range: Number of values to generate within the range for x and y dimensions + :param x_normalised: Normalised feature matrix + :param output_csv: The output CSV file path to save the grid search results + :return: Best parameters and the corresponding quantisation error + """ + # Define parameter ranges for the grid search + lower_bound = int(np.sqrt(5 * np.sqrt(x_normalised.shape[0]))) + upper_bound = int(np.sqrt(10 * np.sqrt(x_normalised.shape[0]))) + + # Generate n_range values between lower_bound and upper_bound using linspace + som_grid_range = np.linspace(lower_bound, upper_bound, n_range, dtype=int) + + sigma_range = [0.5, 1.0, 1.5] + learning_rate_range = [0.1, 0.5, 0.9] + num_iterations_range = [5000, 10000, 20000] + + # Create a list to store all results + results = [] + + # Set a label column for n times + grid_multiplier = 5 + # Perform grid search + for som_size in som_grid_range: + for sigma in sigma_range: + for learning_rate in learning_rate_range: + for num_iterations in num_iterations_range: + # Train the SOM with the current set of parameters + _, som = initialise_som( + x_normalised, + som_x=som_size, + som_y=som_size, + sigma=sigma, + learning_rate=learning_rate, + num_iterations=num_iterations + ) + + # Calculate quantisation error + qe = som.quantization_error(x_normalised) + te = som.topographic_error(x_normalised) + + # Append the result to the results list + results.append({ + 'som_x': som_size, + 'som_y': som_size, + 'multiplier': grid_multiplier, + 'sigma': sigma, + 'learning_rate': learning_rate, + 'num_iterations': num_iterations, + 'quantisation_error': qe, + 'topographic_error': te, + }) + grid_multiplier += 1 # Increment the grid multiplier for labelling + + # Convert results to a DataFrame + results_df = pd.DataFrame(results) + # Compute the combined score for each set of parameters + results_df['combined_score'] = compute_combined_score(results_df['quantisation_error'], + results_df['topographic_error']) + + # Save the results DataFrame to a CSV file + results_df.to_csv(output_csv, index=False) + print(f"Grid search results saved to {output_csv}") + + +def compute_combined_score(qe, te): + """ + Compute the combined score for quantisation error (QE) and topographic error (TE) after normalisation. + + :param qe: Quantisation error + :param te: Topographic error + :return: Combined score + """ + # Initialize MinMaxScaler + scaler = MinMaxScaler() + + # Normalise QE and TE separately + normalised_qe = scaler.fit_transform(np.array(qe).reshape(-1, 1)).flatten() + normalised_te = scaler.fit_transform(np.array(te).reshape(-1, 1)).flatten() + + # Compute the combined score by summing the normalised QE and TE + combined_score = normalised_qe + normalised_te + + return combined_score + + +def evaluate_som(positions, positions_df, som, x_normalised, som_type): + """ + Helper function to evaluate the SOM using various metrics and save the results to a CSV file. + :param positions: The SOM positions + :param positions_df: The positions DataFrame + :param som: The trained SOM object + :param x_normalised: The normalised input data + :param som_type: Type of the SOM ('snp' or 'disease') + :return: + """ + # Evaluate the SOM using various metrics + qe = som.quantization_error(x_normalised) + te = som.topographic_error(x_normalised) + silhouette = silhouette_score(positions, positions_df['cluster'], random_state=42) + dbi = davies_bouldin_score(positions, positions_df['cluster']) + ch = calinski_harabasz_score(positions, positions_df['cluster']) + + # Save the results to a CSV file + results = { + 'Quantization Error': qe, + 'Topographic Error': te, + 'Silhouette Score': silhouette, + 'Davies-Bouldin Index': dbi, + 'Calinski-Harabasz Index': ch + } + results_df = pd.DataFrame(results, index=[0]) + + timestamp = datetime.now().strftime("%Y%m%d_%H%M%S") + + results_df.to_csv(f'som_evaluation_results_{som_type}_{timestamp}.csv', index=False) + + +def compute_mean_som_results(som_types=None): + """ + Compute the mean of all the SOM evaluation results for each SOM type and save to a new CSV file. + + :param som_types: List of SOM types (e.g., ['snp', 'disease']) + :return: Dictionary of DataFrames with mean results for each SOM type + """ + # If no SOM types are provided, use the default list + if som_types is None: + som_types = ['snp', 'disease'] + mean_results = {} + + for som_type in som_types: + # Find all CSV files matching the pattern for the given som_type + file_pattern = f'som_evaluation_results_{som_type}_*.csv' + files = glob.glob(file_pattern) + + # List to store dataframes for each file + dataframes = [] + + # Read each CSV file and add it to the list + for file in files: + df = pd.read_csv(file) + dataframes.append(df) + + # If there are files to process, compute the mean + if dataframes: + # Concatenate all DataFrames into one + all_data = pd.concat(dataframes, ignore_index=True) + + # Compute the mean for each column + mean_df = all_data.mean().to_frame().T + + # Add the result to the dictionary + mean_results[som_type] = mean_df + + # Save the mean results to a new CSV file + mean_df.to_csv(f'som_evaluation_results_{som_type}_mean.csv', index=False) + else: + print(f"No files found for SOM type '{som_type}'") + + return mean_results + + +def create_hover_text(cluster_data, som_type): + """ + Function to create the hover text for the SOM clusters based on the SOM type. + :param cluster_data: DataFrame with the cluster data + :param som_type: Type of the SOM ('snp' or 'disease') + :return: List of hover texts for each node + """ + hover_texts = [] + # Create the hover text based on the SOM type + if som_type == 'snp': + for _, row in cluster_data.iterrows(): + phenotype_details = "
".join([ + f"Phenotype: {phewas_string[:10]}..., Odds Ratio: {or_value:.2f}, P-Value: {p:.4f}" + for phewas_string, or_value, p in zip(row['phenotypes'], row['odds_ratios'], row['p_values']) + ]) + # Show only top 5 phenotypes based on odds ratio + reduced_details = "
".join(phenotype_details.split("
")[:5]) + + hover_text = f"SNP: {row['snp']}
{reduced_details}" + hover_texts.append(hover_text) + else: + for _, row in cluster_data.iterrows(): + snp_details = "
".join([ + f"SNP: {snp}, Odds Ratio: {or_value:.2f}, P-Value: {p:.4f}" + for snp, or_value, p in zip(row['snps'], row['odds_ratios'], row['p_values']) + ]) + hover_text = f"Disease: {row['phewas_string']}
{snp_details}" + hover_texts.append(hover_text) + return hover_texts diff --git a/vis_phewas/som/views.py b/vis_phewas/som/views.py index d2a05fe..4dccb99 100644 --- a/vis_phewas/som/views.py +++ b/vis_phewas/som/views.py @@ -1,3 +1,5 @@ +from collections import defaultdict + import numpy as np import pandas as pd import plotly.express as px @@ -8,13 +10,12 @@ from django.shortcuts import render, get_object_or_404 from rest_framework.views import APIView from scipy.sparse import csr_matrix, hstack, vstack -from collections import defaultdict from sklearn.cluster import KMeans +from sklearn.decomposition import TruncatedSVD from sklearn.preprocessing import StandardScaler, OneHotEncoder from som.som_utils import cluster_results_to_csv, preprocess_temp_data, initialise_som, \ - prepare_categories_for_context, create_title, style_visualisation, plot_metrics_on_som -from sklearn.decomposition import TruncatedSVD -from sklearn.metrics import silhouette_score, davies_bouldin_score, calinski_harabasz_score + prepare_categories_for_context, create_title, create_hover_text, style_visualisation, evaluate_som, \ + compute_mean_som_results class SOMView(APIView): @@ -30,18 +31,28 @@ def get(self, request): # Get the parameters from the request data_id = request.GET.get('data_id') som_type = request.GET.get('type') - print(som_type) # Set the default number of clusters or get the number of clusters from the request num_clusters = request.GET.get('num_clusters', 4) # Get the filters from the request filters = request.GET.get('filters') + testing = request.GET.get('testing', False) # Testing flag for evaluation + + # If testing flag is set + if testing: + # Process and visualise the SOM 5 times for testing + for _ in range(5): + self.process_and_visualise_som(data_id, num_clusters, filters, som_type, testing=True) + print("Processed SOM") + # Compute the mean results for the SOM evaluation + compute_mean_som_results() + return + # Process and visualise the SOM if not in testing mode + context = self.process_and_visualise_som(data_id, num_clusters, filters, som_type, testing=testing) - # Process and visualise the SOM - context = self.process_and_visualise_som(data_id, num_clusters, filters, som_type) # Render the template with the context return render(request, 'som/som_view.html', context) - def process_and_visualise_som(self, data_id, num_clusters, filters, som_type): + def process_and_visualise_som(self, data_id, num_clusters, filters, som_type, testing=False): """ Method to process data and generate SOM visualisation. @@ -49,6 +60,7 @@ def process_and_visualise_som(self, data_id, num_clusters, filters, som_type): :param num_clusters: Number of clusters :param filters: Filters string :param som_type: Type of the SOM (SNP or disease) + :param testing: Flag to indicate testing mode """ # Retrieve the temporary CSV data object using the data_id temp_data = get_object_or_404(TemporaryCSVData, id=data_id) @@ -66,17 +78,34 @@ def process_and_visualise_som(self, data_id, num_clusters, filters, som_type): # Ensure the SOM input is dense if not isinstance(x_normalised, np.ndarray): - x_normalised = x_normalised.toarray() # Convert to dense format + x_normalised = x_normalised.toarray() # Convert to dense format + + # Set som parameters based on best grid search results (See grid_search_results_snp.csv + # and grid_search_results_disease.csv) + if som_type == 'snp': + som_params = { + 'sigma': 1.5, + 'learning_rate': 0.1, + 'num_iterations': 10000, + } + else: + som_params = { + 'sigma': 1.0, + 'learning_rate': 0.5, + 'num_iterations': 20000, + } + + # SOM training and positions using extracted parameters from dictionary + positions, som = initialise_som(x_normalised, **som_params) + + # Testing grid search + # grid_search_som(x_normalised, output_csv=f"grid_search_results_{som_type}.csv") - # SOM training and positions - positions, som = initialise_som(x_normalised) positions_df = pd.DataFrame(positions, columns=['x', 'y']) # Create the results DataFrame based on the SOM type results_df = self.construct_results_df(grouped_df, positions_df, som_type) - - # K-Means clustering kmeans = KMeans(n_clusters=int(num_clusters), random_state=42) positions_df['cluster'] = kmeans.fit_predict(positions_df) @@ -86,16 +115,12 @@ def process_and_visualise_som(self, data_id, num_clusters, filters, som_type): cluster_results = results_df.sort_values(by=['cluster', 'snp' if som_type == 'snp' else 'phewas_string']) file_name = cluster_results_to_csv(cluster_results) - # # Evaluate the metrics on the SOM - # plot_metrics_on_som(positions) - - # Print performance metrics - # print("SOM performance metrics:") - # print("Quantisation Error: ", som.quantization_error(x_normalised)) - # print("Topographical Error: ", som.topographic_error(x_normalised)) - # print("Silhouette score:", silhouette_score(positions, positions_df['cluster'], random_state=42)) - # print("Davies-Bouldin score:", davies_bouldin_score(positions, positions_df['cluster'])) - # print("Calinski-Harabasz score:", calinski_harabasz_score(positions, positions_df['cluster'])) + # Evaluate the metrics on the SOM + # plot_metrics_on_som(positions, som_type) + if testing: + # If testing flag is set, evaluate the SOM and return + evaluate_som(positions, positions_df, som, x_normalised, som_type) + return # Generate the SOM visualisation fig = go.Figure() @@ -110,27 +135,7 @@ def process_and_visualise_som(self, data_id, num_clusters, filters, som_type): # Add the cluster data to the visualisation for cluster in range(int(num_clusters)): cluster_data = results_df[results_df['cluster'] == cluster] - hover_texts = [] - # Create the hover text based on the SOM type - if som_type == 'snp': - for _, row in cluster_data.iterrows(): - phenotype_details = "
".join([ - f"Phenotype: {phewas_string[:10]}..., Odds Ratio: {or_value:.2f}, P-Value: {p:.4f}" - for phewas_string, or_value, p in zip(row['phenotypes'], row['odds_ratios'], row['p_values']) - ]) - # Show only top 5 phenotypes based on odds ratio - reduced_details = "
".join(phenotype_details.split("
")[:5]) - - hover_text = f"SNP: {row['snp']}
{reduced_details}" - hover_texts.append(hover_text) - else: - for _, row in cluster_data.iterrows(): - snp_details = "
".join([ - f"SNP: {snp}, Odds Ratio: {or_value:.2f}, P-Value: {p:.4f}" - for snp, or_value, p in zip(row['snps'], row['odds_ratios'], row['p_values']) - ]) - hover_text = f"Disease: {row['phewas_string']}
{snp_details}" - hover_texts.append(hover_text) + hover_texts = create_hover_text(cluster_data, som_type) # Add the cluster data to the visualisation fig.add_trace(go.Scatter( @@ -151,6 +156,11 @@ def process_and_visualise_som(self, data_id, num_clusters, filters, som_type): # Style the visualisation style_visualisation(cleaned_filters, fig, title_text) + # Format the filters for the context + filter_list = cleaned_filters.lower() + filter_list = filter_list.replace('
', ',').split(',') + filter_list = [f.strip() for f in filter_list] + # Render the visualisation graph_div = pio.to_html(fig, full_html=False) # Prepare the categories for the context @@ -164,7 +174,7 @@ def process_and_visualise_som(self, data_id, num_clusters, filters, som_type): 'categories': categories, 'num_clusters': num_clusters, 'filters': filters if filters else categories, - 'cleaned_filters': cleaned_filters + 'cleaned_filters': filter_list } def perform_dimensionality_reduction(self, features_matrix): @@ -264,7 +274,8 @@ def engineer_features(self, filtered_df, som_type): def create_combined_features(df_row): features = defaultdict(float) # Map odds ratios to each SNP, scaled for better visualisation - for allele, or_value, cases, controls in zip(df_row['snp'], df_row['odds_ratio'], df_row['cases'], df_row['controls']): + for allele, or_value, cases, controls in zip(df_row['snp'], df_row['odds_ratio'], df_row['cases'], + df_row['controls']): weight = cases / (cases + controls + 1e-5) # Adding a small constant to avoid division by zero features[allele] = or_value * weight # Create a sparse feature vector for all alleles @@ -331,7 +342,3 @@ def create_combined_features(df_row): # Return the final sparse features matrix and the grouped DataFrame return features_matrix, grouped_df - - - - diff --git a/vis_phewas/static/mainapp/js/GraphHelper.js b/vis_phewas/static/mainapp/js/GraphHelper.js index 0087535..0638feb 100644 --- a/vis_phewas/static/mainapp/js/GraphHelper.js +++ b/vis_phewas/static/mainapp/js/GraphHelper.js @@ -382,7 +382,7 @@ class GraphHelper { ); const centerX = 500; const centerY = 500; - const categoryRadius = 400; // Radius for the category circle + const categoryRadius = 600; // Radius for the category circle // Position category nodes in a circle const categoryAngleStep = (2 * Math.PI) / categoryNodes.length; @@ -456,7 +456,7 @@ class GraphHelper { (spreadAngle / alleleNodes.length); // Set the radius for positioning allele nodes around disease nodes - const alleleRadius = 20; // Radius for positioning allele nodes around disease nodes + const alleleRadius = 30; // Radius for positioning allele nodes around disease nodes // Calculate the position of the allele node around the disease node with a staggered arc, taking into account the size of the nodes const alleleX = diseaseX + diff --git a/vis_phewas/static/mainapp/js/utils.js b/vis_phewas/static/mainapp/js/utils.js index 9d543b9..821157a 100644 --- a/vis_phewas/static/mainapp/js/utils.js +++ b/vis_phewas/static/mainapp/js/utils.js @@ -48,7 +48,6 @@ export function closeInfoContainer( }); // Reset the thickness of the edges and set the color to darkgrey graph.edges().forEach((edge) => { - graph.setEdgeAttribute(edge, "size", 1); graph.setEdgeAttribute(edge, "color", "darkgrey"); }); diff --git a/vis_phewas/static/som/css/som_view.css b/vis_phewas/static/som/css/som_view.css new file mode 100644 index 0000000..37f0565 --- /dev/null +++ b/vis_phewas/static/som/css/som_view.css @@ -0,0 +1,32 @@ +.checkbox-container { + display: flex; + flex-wrap: wrap; + justify-content: center; /* Center the checkboxes horizontally */ + gap: 20px; /* Add space between checkboxes */ +} + +.checkbox-container label { + display: flex; + margin-bottom: 5px; + text-align: center; +} + +.allele-filters, .disease-filters { + align-items: center; + text-align: center; + display: flex; + flex-direction: column; + margin-bottom: 20px; +} + +#som-visualisation { + display: flex; + flex-direction: column; + align-items: center; + background-color: #80e5fa; +} + +.checkbox-item{ + display: flex; + flex-direction: column; +} \ No newline at end of file diff --git a/vis_phewas/static/mainapp/js/som.js b/vis_phewas/static/som/js/som.js similarity index 100% rename from vis_phewas/static/mainapp/js/som.js rename to vis_phewas/static/som/js/som.js diff --git a/vis_phewas/templates/mainapp/tools.html b/vis_phewas/templates/mainapp/tools.html index 2b14ed5..5cd3bfb 100644 --- a/vis_phewas/templates/mainapp/tools.html +++ b/vis_phewas/templates/mainapp/tools.html @@ -1,5 +1,5 @@ {% load static %} - +

Generate Self Organising Map

diff --git a/vis_phewas/templates/som/som_view.html b/vis_phewas/templates/som/som_view.html index b0bf572..437b2fd 100644 --- a/vis_phewas/templates/som/som_view.html +++ b/vis_phewas/templates/som/som_view.html @@ -6,71 +6,51 @@ - - {% endblock %} {% block content %}

{% if type == 'disease' %}Disease {% else %} SNP {% endif %} SOM Visualisation

-
+ {% if type == 'disease' %} -
+

Filter by Disease Category

{% for category in categories %} - - - +
+ + + + +
{% endfor %}
{% endif %} {% if type == 'snp' %} -
+

Filter by Gene Name

{% for category in categories %} - - - +
+ + + + +
{% endfor %}
{% endif %}