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Predicting Clinical Outcomes at the Toronto General Hospital Transitional Pain Service via the Manage My Pain App: Machine Learning Approach

James Skoric, Anna M Lomanowska, Tahir Janmohamed, Heather Lumsden-Ruegg, Joel Katz, Hance Clarke, Quazi Abidur Rahman

JMIR Med Inform 2025;13:e67178

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Acceptability and Preliminary Efficacy of a Novel Web-Based Physical Activity for the Heart (PATH) Intervention Designed to Promote Physical Activity in Adults With Obesity: Protocol for a Pilot Randomized Controlled Trial

Jacob Kariuki, Lora Burke, Kirk Erickson, Susan Sereika, Sudeshna Paul, Jessica Cheng, Heran Biza, Amjad Abdirahman, Katherine Wilbraham, Heather Milton, Cornelius Brown, Matthew Sells, Foster Osei Baah, Jessica Wells, Rasheeta Chandler, Bethany Barone Gibbs

JMIR Res Protoc 2025;14:e67972

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Alternative Presentations of Overall and Statistical Uncertainty for Adults’ Understanding of the Results of a Randomized Trial of a Public Health Intervention: Parallel Web-Based Randomized Trials

Christine Holst, Steven Woloshin, Andrew D Oxman, Christopher Rose, Sarah Rosenbaum, Heather Menzies Munthe-Kaas

JMIR Public Health Surveill 2025;11:e62828

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Gender Differences in X (Formerly Twitter) Use Among Oncology Physicians at National Cancer Institute–Designated Cancer Centers: Cross-Sectional Study

Vivian Tieu, Sungjin Kim, Minji Seok, Leslie Ballas, Mitchell Kamrava, Katelyn M Atkins

J Med Internet Res 2025;27:e66054

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Prehabilitation Program for Lung and Esophageal Cancers (Boosting Recovery and Activity Through Early Wellness): Protocol for a Nonrandomized Trial

Jodi E Langley, Daniel Sibley, Joy Chiekwe, Melanie R Keats, Stephanie Snow, Judith Purcell, Stephen Sollows, Leslie Hill, David Watton, Abbigael E Gaudry, Ibrahim Hashish, Alison Wallace

JMIR Res Protoc 2025;14:e60791

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Testing a Dashboard Intervention for Tracking Digital Social Media Activity in Clinical Care of Individuals With Mood and Anxiety Disorders: Protocol and Design Considerations for a Pragmatic Randomized Trial

Brittany Nesbitt, Danielle Virgadamo, Carlos Aguirre, Matthew DeCamp, Mark Dredze, Keith Harrigian, Tenzin Lhaksampa, Jennifer M Meuchel, Aja M Meyer, Alex Walker, Ayah Zirikly, Margaret S Chisolm, Peter P Zandi, Leslie Miller

JMIR Res Protoc 2025;14:e63279

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Supplementing Consent for a Prospective Longitudinal Cohort Study of Infants With Antenatal Opioid Exposure: Development and Assessment of a Digital Tool

Jamie E Newman, Leslie Clarke, Pranav Athimuthu, Megan Dhawan, Sharon Owen, Traci Beiersdorfer, Lindsay M Parlberg, Ananta Bangdiwala, Taya McMillan, Sara B DeMauro, Scott Lorch, Myriam Peralta-Carcelen, Deanne Wilson-Costello, Namasivayam Ambalavanan, Stephanie L Merhar, Brenda Poindexter, Catherine Limperopoulos, Jonathan M Davis, Michele Walsh, Carla M Bann

JMIR Form Res 2025;9:e59954

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Improving the User Interface and Guiding the Development of Effective Training Material for a Clinical Research Recruitment and Retention Dashboard: Usability Testing Study

Leah Leslie Gardner, Pezhman Raeisian Parvari, Mark Seidman, Richard J Holden, Nicole R Fowler, Ben L Zarzaur, Diana Summanwar, Cristina Barboi, Malaz Boustani

JMIR Form Res 2025;9:e66718

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Development and Validation of Prediction Models for Perceived and Unmet Mental Health Needs in the Canadian General Population: Model-Based Synthetic Estimation Study

Jianli Wang, Heather Orpana, André Carrington, George Kephart, Helen-Maria Vasiliadis, Benjamin Leikin

JMIR Public Health Surveill 2025;11:e66056

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Barriers and Facilitators to User Engagement and Moderation for Web-Based Peer Support Among Young People: Qualitative Study Using the Behavior Change Wheel Framework

Ananya Ananya, Janina Tuuli, Rachel Perowne, Leslie Morrison Gutman

JMIR Hum Factors 2025;12:e64097

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