Accepted for/Published in: JMIR Formative Research
Date Submitted: May 26, 2025
Date Accepted: Dec 5, 2025
Warning: This is an author submission that is not peer-reviewed or edited. Preprints - unless they show as "accepted" - should not be relied on to guide clinical practice or health-related behavior and should not be reported in news media as established information.
Identifying Patient Sentiments for Atopic Dermatitis Treatment: A Large Language Model Approach
ABSTRACT
A novel methodology applying GPT-4o to analyze sentiment in over 27,000 Reddit comments demonstrated superior accuracy compared to traditional NLP approaches when evaluating patient experiences with atopic dermatitis medications.
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