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Identifying Deprescribing Opportunities With Large Language Models in Older Adults: Retrospective Cohort Study

Identifying Deprescribing Opportunities With Large Language Models in Older Adults: Retrospective Cohort Study

Third, the small sample size for detailed analysis (100 patients) limits the statistical power and may not reflect broader patterns of medication use and deprescribing needs. Cost may be a barrier to larger sample sizes in the future, as the total application programming interface utilization fees were approximately US $300-$400 over these 100 patients and the cost to both evaluate and implement the system in the real world would scale linearly with the study population.

Vimig Socrates, Donald S Wright, Thomas Huang, Soraya Fereydooni, Christine Dien, Ling Chi, Jesse Albano, Brian Patterson, Naga Sasidhar Kanaparthy, Catherine X Wright, Andrew Loza, David Chartash, Mark Iscoe, Richard Andrew Taylor

JMIR Aging 2025;8:e69504

A Novel Just-in-Time Intervention for Promoting Safer Drinking Among College Students: App Testing Across 2 Independent Pre-Post Trials

A Novel Just-in-Time Intervention for Promoting Safer Drinking Among College Students: App Testing Across 2 Independent Pre-Post Trials

Study 1 also evaluated the impact of small monetary incentives on drinking outcomes and how students use the app to log their drinks. As study 1 was the first to test bhoos in college students, we examined students’ engagement with the app and their ratings of its usability. Focus groups were conducted at the end of study 1 to gather feedback on the app from participants.

Philip I Chow, Jessica Smith, Ravjot Saini, Christina Frederick, Connie Clark, Maxwell Ritterband, Jennifer P Halbert, Kathryn Cheney, Katharine E Daniel, Karen S Ingersoll

JMIR Hum Factors 2025;12:e69873

Safety and Efficacy of Modular Digital Psychotherapy for Social Anxiety: Randomized Controlled Trial

Safety and Efficacy of Modular Digital Psychotherapy for Social Anxiety: Randomized Controlled Trial

For example, participants learned how to observe thoughts without automatically identifying with them, wrote a compassionate letter to themselves, and were encouraged to celebrate a small win. The anonymous community provided an opportunity to connect with and receive support from others by posting in an online forum. The community was moderated by a member of our team, who ensured that the content posted was appropriate, supportive, and relevant to social anxiety.

Mona M Garvert, Jessica McFadyen, Stuart Linke, Tayla McCloud, Sofie S Meyer, Sandra Sobanska, Paul B Sharp, Alex Long, Quentin J M Huys, Mandana Ahmadi

J Med Internet Res 2025;27:e64138