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Our study corroborates GPT-4’s strong performance, particularly in psychiatry, where GPT-4o achieved 84.4% accuracy. However, our findings suggest that more cautious interpretation is needed, given the high confidence levels observed for incorrect answers. Xiong et al’s [17] work on LLM confidence elicitation aligns with our observations of overconfidence.
JMIR Med Inform 2025;13:e66917
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Quality and Misinformation About Health Conditions in Online Peer Support Groups: Scoping Review
J Med Internet Res 2025;27:e71140
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Dermatologic Research in Displaced Populations: Importance, Challenges, and Proposed Solutions
JMIR Dermatol 2025;8:e64828
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