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Peer Relationships Are a Direct Cause of the Adolescent Mental Health Crisis: Interpretable Machine Learning Analysis of 2 Large Cohort Studies

Heiner Stuke, Robert Schlack, Michael Erhart, Anne Kaman, Ulrike Ravens-Sieberer, Christopher Irrgang

JMIR Public Health Surveill 2025;11:e60125

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Epidemic Trends and Spatial Distribution Characteristics of Hepatitis B in China: Surveillance Study

Xiaoxue Li, Jie Liang, Lanqing Ma, Shijie Shen, Xueying Han, Tao Sun, Heng Guo

JMIR Public Health Surveill 2025;11:e70888

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Boosting Blood Donations Through Facebook Engagement: Randomized Controlled Field Trial

Steven Ramondt, Peter Kerkhof, Eva-Maria Merz

J Med Internet Res 2025;27:e64740

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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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Transformer-Based Language Models for Group Randomized Trial Classification in Biomedical Literature: Model Development and Validation

Elaheh Aghaarabi, David Murray

JMIR Med Inform 2025;13:e63267

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Investigating Social Network Peer Effects on HIV Care Engagement Using a Fuzzy-Like Matching Approach: Cross-Sectional Secondary Analysis of the N2 Cohort Study

Cho-Hee Shrader, Dustin T Duncan, Redd Driver, Juan G Arroyo-Flores, Makella S Coudray, Raymond Moody, Yen-Tyng Chen, Britt Skaathun, Lindsay Young, Natascha del Vecchio, Kayo Fujimoto, Justin R Knox, Mariano Kanamori, John A Schneider

JMIR Public Health Surveill 2025;11:e64497

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Infodemic Versus Viral Information Spread: Key Differences and Open Challenges

Matteo Cinelli, Francesco Gesualdo

JMIR Infodemiology 2025;5:e57455

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The Role of Mobile Apps in Obesity Management: Systematic Review and Meta-Analysis

Carmelo Pujia, Yvelise Ferro, Elisa Mazza, Samantha Maurotti, Tiziana Montalcini, Arturo Pujia

J Med Internet Res 2025;27:e66887

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Survival Tree Analysis of Interactions Among Factors Associated With Colorectal Cancer Risk in Patients With Type 2 Diabetes: Retrospective Cohort Study

Sarah Tsz Yui Yau, Chi Tim Hung, Eman Yee Man Leung, Albert Lee, Eng Kiong Yeoh

JMIR Public Health Surveill 2025;11:e62756

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Effectiveness of a Mobile Phone-Delivered Multiple Health Behavior Change Intervention (LIFE4YOUth) in Adolescents: Randomized Controlled Trial

Anna Seiterö, Pontus Henriksson, Kristin Thomas, Hanna Henriksson, Marie Löf, Marcus Bendtsen, Ulrika Müssener

J Med Internet Res 2025;27:e69425

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