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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

Reference 27: Using social media to target cancer prevention in young adults: viewpoint : Feasibility of a twitter campaign to promote HPV vaccine uptake among racially/ethnically diverse young

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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The Effects of a Smartphone App (Feelee) to Enhance Adolescents’ Emotion Regulation Skills in a Forensic Outpatient Setting: Protocol for a Multiple Single-Case Experimental Design

Among the forensic population, the rates of no-shows and early treatment dropout are notably high: 21.7% among young offenders in sociotherapeutic settings and 57.7% among juvenile inpatient treatments [31]. Additionally, no-show and dropout rates are higher among younger individuals [32]. In most cases, clients have less insight into their problems, a different view of their needs, and are skeptical about the benefits of treatment [33,34].

Merel M L Leijse, Levi van Dam, Thimo M van der Pol, René Breuk, Arne Popma

JMIR Res Protoc 2025;14:e64756

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How Women Discuss Heavy Menstrual Bleeding in Online Forums (“It’s Like Revenge of the Uterus”): Template Approach to Thematic Analysis

Reference 3: Bleeding disorders among young women: a population-based prevalence study Self-reported psychogenic erectile dysfunction and depression are common among young men seeking advice Reference 61: Resisting stigma: the role of online communities in young mothers' successful breastfeeding

Emily Jade Young, Heather Mary Kirk

J Med Internet Res 2025;27:e73532

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Assessing the Fit of a Digitally Delivered National Diabetes Prevention Program Among Rural Living Adults: Qualitative Study

Participants were pseudonymized through the transcription service to reveal only the gender identity or role of the speaker, that is, “F” for a female participant, “M” for a male participant, or “Q” for the interviewer. In the original pilot study, participants were compensated US $20 for time and travel to attend each of the 3 outcome testing visits (baseline, 3 months, and 6 months) and allowed to keep the Fitbit (Google LLC) and wireless scales used for self-monitoring in the pilot study.

Gerit Wagner, Lyndsie M Koon, Patricia Smith, Kameron B Suire, Mary Hastert, Joseph E Donnelly, Melissa D Olfert, Paul Estabrooks, Anna M Gorczyca

JMIR Form Res 2025;9:e70406

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Assessing the Psychosocial Impact of Expressive Writing on Adults With Spinal Cord Injury: Qualitative Study

Characteristics of participants with spinal cord injury who completed the coach-guided videoconferencing expressive writing program (n=24). a Gender: F=female; M=male b Education: PG=postgraduate; BA/BS =bachelor’s degree; SC=some college; V=vocation; c Living situation: A=alone; WS=with someone. d Employment: FT=fulltime; PT=parttime; NW=not working; R=retired; D=disability; HM=homemaker. e Diagnosis: E=ependymoma; NS=neurosarcoidosis; SCI=spinalcord injury; TM=transverse myelitis. f Injury level: P=paraplegia;

Shelly M Xie, Molly McKenna, Kendall Veach, Sydney Williams, Mary Grace Jones, Elizabeth Vander Kamp, Salaam Green, Lauren Edwards, Kimberly Kirklin, Benjamin A Jones, Hon K Yuen

JMIR Form Res 2025;9:e71162

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In Vitro Characterization of the Immune Response to an Epitope Ensemble Vaccine Against Rhinovirus in Pediatric Asthma and Adults With Chronic Obstructive Pulmonary Disease: Protocol for an Observational and Exploratory Study

Human rhinoviruses (HRVs) are responsible for over half of all upper respiratory tract infections (URIs), with infection rates in young children reaching as high as 8-12 episodes per year [1]. HRV infections typically cause mild symptoms such as rhinorrhea, sore throat, coughing, sneezing, nasal congestion, and malaise [1]. They can also lead to more severe conditions, including acute otitis media and rhinosinusitis, often in association with bacterial coinfections [1,2].

Sara Alonso Fernandez, Raquel Reyes-Manzanas, Susana Camara, Juan Mozas-Gutierrez, Myriam Calle-Rubio, Juan Rodriguez-Hermosa, Andres Bodas-Pinedo, Santiago Rueda Esteban, Esther M Lafuente, Jesús Reiné, Pedro A Reche