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Treatment Recommendations for Clinical Deterioration on the Wards: Development and Validation of Machine Learning Models

Eric Pulick, Kyle A Carey, Tonela Qyli, Madeline K Oguss, Jamila K Picart, Leena Penumalee, Lily K Nezirova, Sean T Tully, Emily R Gilbert, Nirav S Shah, Urmila Ravichandran, Majid Afshar, Dana P Edelson, Yonatan Mintz, Matthew M Churpek

JMIR AI 2026;5:e81642

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Data Science Education for Residents, Researchers, and Students in Psychiatry and Psychology: Program Development and Evaluation Study

Hayoung K Donnelly, David Mandell, Sy Hwang, Emily Schriver, Ugurcan Vurgun, Graydon Neill, Esha Patel, Megan E Reilly, Michael Steinberg, Amber Calloway, Robert Gallop, Maria A Oquendo, Gregory K Brown, Danielle L Mowery

JMIR Med Educ 2026;12:e75125

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Rapid Qualitative Approaches in Pandemic Research: Protocol for an Exploratory Qualitative Multimethod Study (VERDIQual) on Mpox in Italy, Nigeria, Thailand, and the United Kingdom

Chinye Osa-Afiana, Marthe Le Prevost, Emily Jay Nicholls, Davide Bilardi, Thomas E Guadamuz, Esekwe E Soje-Amadosi, Grace I Adebisi, Chibueze Adirieje, Adeyosola A Adetunji, Karima Yusufu, T Charles Witzel, Worawalan Waratworawan, Nattharat Samoh, Tom May, Sarah Denford, Willian Gomes, Uzodinma Adirieje, Shema Tariq, Nadia Adjoa Sam-Agudu

JMIR Res Protoc 2026;15:e77321

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Acceptability of and Implementation Supports for Video Directly Observed Treatment to Enhance Methadone Dosing Flexibility in a Multisite Opioid Treatment Program: Qualitative Rapid Needs Assessment Study

Judith I Tsui, Elizabeth J Austin, Julia A Dunn, Alexander J Gojic, Elenore P Bhatraju, James Darnton, Paul Grekin, Sean Soth, Steve Woolworth, Emily C Williams, Kevin A Hallgren

JMIR Form Res 2026;10:e84162

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Automated Safety Plan Scoring in Outpatient Mental Health Settings Using Large Language Models: Exploratory Study

Hayoung K Donnelly, Gregory K Brown, Kelly L Green, Ugurcan Vurgun, Sy Hwang, Emily Schriver, Michael Steinberg, Megan E Reilly, Haitisha Mehta, Christa Labouliere, Maria A Oquendo, David Mandell, Danielle L Mowery

JMIR Ment Health 2026;13:e79010

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Biopsychosocial Determinants, Diet Quality, Gastrointestinal Health, and Disease Activity in Adults With Rheumatoid Arthritis: Cross-Sectional Descriptive Study

Maureen McGarrity-Yoder, Emily K Cope, Heidi A Wayment, Alicia Rodriguez-Pla, Tracy E Crane

JMIR Res Protoc 2026;15:e79889

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Effect of a Pragmatic eHealth Behavioral Gestational Weight Gain Intervention on Household Chaos in Pregnant People of Lower Socioeconomic Status: Randomized Controlled Trial

Chelsea L Kracht, Kaja Falkenhain, Emily W Flanagan, Abby D Altazan, Hannah E Cabre, Maryam Kebbe, Emily K Woolf, Robbie Beyl, Daniel S Hsia, John W Apolzan, Leanne Redman

JMIR Ment Health 2026;13:e74146

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Identifying Over- and Underfunded Diseases by Comparing National Institutes of Health Funding for Skin Disease Research With US Skin Disease Burden According to 2021 Global Burden of Disease Data: Cross-Sectional Analysis

Aileen Park, Emily Woolhiser, Hannah Riva, Leo Wan, Haaris Kadri, Elizabeth Lamberty, Parker Juels, Sandra Jaroonwanichkul, Madison Reed, Catherine Hegedus, Dana Chen, Danielle Duffle, Jessica Kirk, Sydney Christensen, Emma Shelby, Robert Dellavalle

JMIR Dermatol 2026;9:e71468

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Correction: Combining Artificial Intelligence and Human Support in Mental Health: Digital Intervention With Comparable Effectiveness to Human-Delivered Care

Clare E Palmer, Emily Marshall, Edward Millgate, Graham Warren, Michael Ewbank, Elisa Cooper, Samantha Lawes, Alastair Smith, Chris Hutchins-Joss, Jessica Young, Malika Bouazzaoui, Morad Margoum, Sandra Healey, Louise Marshall, Shaun Mehew, Ronan Cummins, Valentin Tablan, Ana Catarino, Andrew E Welchman, Andrew D Blackwell

J Med Internet Res 2026;28:e88640

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Telebehavioral Health, In-Person, and Hybrid Modalities of Treatment Delivery Among US Service Members: Longitudinal Observational Study

Kristen H Walter, Lisa H Glassman, Jordan A Levine, Hee-Jin Jun, James F Bonkowski, Samuel Y Chung, Emily A Schmied

JMIR Ment Health 2026;13:e83809

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