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Decoding Digital Discourse Through Multimodal Text and Image Machine Learning Models to Classify Sentiment and Detect Hate Speech in Race- and Lesbian, Gay, Bisexual, Transgender, Queer, Intersex, and Asexual Community–Related Posts on Social Media: Quantitative Study

Thu T Nguyen, Xiaohe Yue, Heran Mane, Kyle Seelman, Penchala Sai Priya Mullaputi, Elizabeth Dennard, Amrutha S Alibilli, Junaid S Merchant, Shaniece Criss, Yulin Hswen, Quynh C Nguyen

J Med Internet Res 2025;27:e72822

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Perceptions and Earliest Experiences of Medical Students and Faculty With ChatGPT in Medical Education: Qualitative Study

Noura Abouammoh, Khalid Alhasan, Fadi Aljamaan, Rupesh Raina, Khalid H Malki, Ibraheem Altamimi, Ruaim Muaygil, Hayfaa Wahabi, Amr Jamal, Ali Alhaboob, Rasha Assad Assiri, Jaffar A Al-Tawfiq, Ayman Al-Eyadhy, Mona Soliman, Mohamad-Hani Temsah

JMIR Med Educ 2025;11:e63400

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Constructing TheKeep.Ca With Thrivers of Cancer in Manitoba, Canada, in Support of Enhancing Patient Engagement: Protocol for a Pragmatic Multimethods Study

Maclean Thiessen, Kellie Jewitt, Raina Stromberg, Janelle Marie Lamontagne, Genevieve Richardson Tanguay, Annette Albo, Chantale Thurston, Diana E McMillan

JMIR Res Protoc 2025;14:e63597

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Integrating Patient-Generated Digital Data Into Mental Health Therapy: Mixed Methods Analysis of User Experience

To address this gap in the literature, Merchant et al [10] conducted a randomized controlled trial (RCT; NCT04011540) investigating how receiving regular summaries of patients’ digital data (referred to as a digital health dashboard: Figure S1 in Multimedia Appendix 1) in psychotherapy impacted patient self-report health-related quality of life, depression or anxiety symptoms, and therapeutic alliance.

Lauren Southwick, Meghana Sharma, Sunny Rai, Rinad S Beidas, David S Mandell, David A Asch, Brenda Curtis, Sharath Chandra Guntuku, Raina M Merchant