- Potential Participants: Individuals showing interest in health, specific diseases (e.g., diabetes), or clinical research.
- Healthcare Enthusiasts: Non-experts interested in health fields, who may be open to contributing to research.
- At-Risk Groups: People with health concerns or chronic conditions relevant to the trial.
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User Data Collection & Censoring
- Description: Scrape relevant Reddit discussions, censor sensitive information, and identify key sentiment categories.
- Benefit: Provides anonymized insights while ensuring user privacy.
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Sentiment Analysis & Classification
- Description: Analyze sentiment to gauge user attitudes toward clinical trials, categorizing as positive, neutral, or negative.
- Benefit: Personalizes messaging by adapting tone based on user sentiment.
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Personalized Message Generation
- Description: Generate recruitment messages tailored to user sentiment.
- Benefit: Delivers relevant messages that encourage participation by addressing specific user concerns.
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Data Privacy Assurance
- Description: Mask identifiable information and ensure compliance with ethical guidelines for user data.
- Benefit: Builds user trust and addresses privacy concerns.
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User Feedback & Tracking (Future Feature)
- Description: Track user responses to measure engagement with different types of messages.
- Benefit: Provides insights into message effectiveness and optimizes future campaigns.