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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

For the consistency-based approach, we followed the best practices established in prior work [24] by sampling the LLM multiple times (number of samples=5) with high temperature (T=0.8; high randomness in generated responses) and used a majority vote weighted by the confidence of each response to determine the final deprescribing recommendation.

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

Digital Health Intervention on Awareness of Vaccination Against Influenza Among Adults With Diabetes: Pragmatic Randomized Follow-Up Study

Digital Health Intervention on Awareness of Vaccination Against Influenza Among Adults With Diabetes: Pragmatic Randomized Follow-Up Study

For the comparison of demographic variables, an independent sample t test was used and for the comparison of frequencies, comparisons were made using the chi-square test. Variables were compared at the 5% significance level using 2-sided tests or 2-sided 95% CI unless otherwise specified. Cramer V test was applied for measuring the effect size of correlation between categorical fields and Cohen d for measuring the effect size of the differences between 2 group means [32].

Yifat Fundoiano-Hershcovitz, Felix Lee, Catherine Stanger, Inbar Breuer Asher, David L Horwitz, Omar Manejwala, Jan Liska, David Kerr

J Med Internet Res 2025;27:e68936

Clinical, Operational, and Economic Benefits of a Digitally Enabled Wound Care Program in Home Health: Quasi-Experimental, Pre-Post Comparative Study

Clinical, Operational, and Economic Benefits of a Digitally Enabled Wound Care Program in Home Health: Quasi-Experimental, Pre-Post Comparative Study

A Student sample two-tailed t test was used to examine the difference in the average number of days to heal a wound across adoption and control branches between the pre- and postadoption periods. The significance of the statistical test was accepted at P Data analysis was conducted using SPSS software (version 28; IBM Corp). The analyses showed that the days to heal for both the adoption and control groups were normally distributed, as assessed by Shapiro-Wilk normality test (P>.05).

Heba Tallah Mohammed, Kathleen Corcoran, Kyle Lavergne, Angela Graham, Daniel Gill, Kwame Jones, Shivika Singal, Malini Krishnamoorthy, Amy Cassata, David Mannion, Robert D J Fraser

JMIR Nursing 2025;8:e71535

Online Information About Side Effects and Safety Concerns of Semaglutide: Mixed Methods Study of YouTube Videos

Online Information About Side Effects and Safety Concerns of Semaglutide: Mixed Methods Study of YouTube Videos

Following descriptive analysis of the video contents, 2-sample t tests were performed were performed to evaluate if there were significant differences between the full-length videos and shorts in terms of the mean FRE, GQS, and Modified DISCERN scores, as well as the mean number of mentioned points from the custom checklist.

Andy Wai Kan Yeung, Fabian Peter Hammerle, Sybille Behrens, Maima Matin, Michel-Edwar Mickael, Olena Litvinova, Emil D Parvanov, Maria Kletecka-Pulker, Atanas G Atanasov

JMIR Infodemiology 2025;5:e59767