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In our study, we implemented this validation approach by comparing GPT-4’s classifications of synthetic posts against those from other leading LLM platforms.
J Med Internet Res 2025;27:e65226
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Determinants of Digital Health Literacy: International Cross-Sectional Study
J Med Internet Res 2025;27:e66631
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The rising tide of HIV among young men who have sex with men in Brazil: insights from the Conectad@s
JMIR Public Health Surveill 2025;11:e67005
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The State of Remote Patient Monitoring for Chronic Disease Management in the United States
J Med Internet Res 2025;27:e70422
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Participants expected the use of Innowell to be also “valued by clinician[s].” However, when this expectation was not met during care, a participant expressed feeling “cheated” (Participant 43, 6-month visit) by their clinicians.
Innowell was an effective communication tool for participants who carried guilt and shame around their mental health. Participants usually found it challenging to overcome these emotions and openly communicate their deteriorating mental health to their clinicians.
JMIR Ment Health 2025;12:e70154
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