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Use of Large Language Models to Classify Epidemiological Characteristics in Synthetic and Real-World Social Media Posts About Conjunctivitis Outbreaks: Infodemiology Study

Michael S Deiner, Russell Y Deiner, Cherie Fathy, Natalie A Deiner, Vagelis Hristidis, Stephen D McLeod, Thomas J Bukowski, Thuy Doan, Gerami D Seitzman, Thomas M Lietman, Travis C Porco

J Med Internet Res 2025;27:e65226

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Validation of the Perceived Barriers to Antiretroviral Therapy Adherence (PEDIA) Scale Among Gay, Bisexual, and Other Men Who Have Sex With Men and Transgender and Nonbinary Persons: Cross-Sectional Study

Victor C Matos, Dyego Carlos Araújo, Thiago S Torres, Paula M Luz

JMIR Public Health Surveill 2025;11:e67005

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A Virtual Self-Management Intervention for Adolescents With Juvenile Idiopathic Arthritis: Protocol for the VISTA-JIA Randomized Controlled Trial

Jessica Booth, Kathryn A Birnie, Kelsey Chomistek, Maria Santana, Jennifer N Stinson, Babatope O Adebiyi, Julia Brooks, Jaime Guzman, Robin Hellweg, Lily SH Lim, Dax Rumsey, Brian M Feldman, Jamie Tagseth, Jennifer Wilson, Heinrike Schmeling

JMIR Res Protoc 2025;14:e69539

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Validation and Comparison of Pediatric Appendicitis Scores and Management Strategies (Project SPASMS): Protocol for a Prospective Multicenter Observational Study

To describe the epidemiology and management of pediatric appendicitis, illustrating: (A) The burden of disease in patients presenting with acute abdominal pain with the suspicion of appendicitis; (B) The incidence and type of surgical procedures undertaken in the management of appendicitis in ANZ (laparoscopic appendectomy, open appendectomy, nonsurgical management with intravenous antibiotics, and delayed appendectomy); (C) The imaging procedures undertaken in patients assessed for possible appendicitis, and

Wei Hao Lee, Sharon O'Brien, Elizabeth J Mckinnon, Simon Craig, Stuart Dalziel, Michael Collin, Natalie Phillips, Franz E Babl, Sarah Julia Davidson, Shane George, Shefali Jani, Doris Tham, Viet Tran, Meredith L Borland