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Stigma and Behavior Change Techniques in Substance Use Recovery: Qualitative Study of Social Media Narratives

Annie T Chen, Lexie C Wang, Shana Johnny, Sharon H Wong, Rahul K Chaliparambil, Mike Conway, Joseph E Glass

JMIR Form Res 2025;9:e57468

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Creation of the ECHO Idaho Podcast: Tutorial and Pilot Assessment

Ryan Wiet, Madeline P Casanova, Jonathan D Moore, Sarah M Deming, Russell T Baker Jr

JMIR Med Educ 2025;11:e55313

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Web-Based Application for Reducing Methamphetamine Use Among Aboriginal and Torres Strait Islander People: Randomized Waitlist Controlled Trial

Rachel Reilly, Rebecca McKetin, Federica Barzi, Tayla Degan, Nadine Ezard, Katherine Conigrave, Julia Butt, Yvette Roe, Handan Wand, Brendan Quinn, Wade Longbottom, Carla Treloar, Adrian Dunlop, James Ward

J Med Internet Res 2025;27:e58341

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Machine Learning–Based Prediction of Substance Use in Adolescents in Three Independent Worldwide Cohorts: Algorithm Development and Validation Study

Soeun Kim, Hyejun Kim, Seokjun Kim, Hojae Lee, Ahmed Hammoodi, Yujin Choi, Hyeon Jin Kim, Lee Smith, Min Seo Kim, Guillaume Fond, Laurent Boyer, Sung Wook Baik, Hayeon Lee, Jaeyu Park, Rosie Kwon, Selin Woo, Dong Keon Yon

J Med Internet Res 2025;27:e62805

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Teenager Substance Use on Reddit: Mixed Methods Computational Analysis of Frames and Emotions

Xinyu Zhang, Jianfeng Zhu, Deric R Kenne, Ruoming Jin

J Med Internet Res 2025;27:e59338

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Women Empowered to Connect With Addiction Resources and Engage in Evidence-Based Treatment (WE-CARE)—an mHealth Application for the Universal Screening of Alcohol, Substance Use, Depression, and Anxiety: Usability and Feasibility Study

Krystyna Isaacs, Autumn Shifflett, Kajal Patel, Lacey Karpisek, Yi Cui, Maayan Lawental, Golfo Tzilos Wernette, Brian Borsari, Katie Chang, Tony Ma

JMIR Form Res 2025;9:e62915

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Two-Layer Retrieval-Augmented Generation Framework for Low-Resource Medical Question Answering Using Reddit Data: Proof-of-Concept Study

Sudeshna Das, Yao Ge, Yuting Guo, Swati Rajwal, JaMor Hairston, Jeanne Powell, Drew Walker, Snigdha Peddireddy, Sahithi Lakamana, Selen Bozkurt, Matthew Reyna, Reza Sameni, Yunyu Xiao, Sangmi Kim, Rasheeta Chandler, Natalie Hernandez, Danielle Mowery, Rachel Wightman, Jennifer Love, Anthony Spadaro, Jeanmarie Perrone, Abeed Sarker

J Med Internet Res 2025;27:e66220

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Complete Lifestyle Medicine Intervention Program–Ontario: Implementation Protocol for a Rural Study

Kush Patel, Lisa Allen, Karine Boucher, Michelle Fedele, Debbie Fong, Sangeeta Kumar, Deanna Lavigne, Elisa Marin-Couture, Magdalena Partyka-Sitnik, Nicole Rietze, Jenna Smith-Turchyn, Mylene Juneau, Caroline Rhéaume

JMIR Res Protoc 2024;13:e59179

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Impact of Changes in Criminal-Legal Practices During the COVID-19 Pandemic on the HIV Risk Behaviors of Women Who Use Drugs: Protocol for a Multimethods Qualitative Study

Amy B Smoyer

JMIR Res Protoc 2024;13:e58285

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mHealth Engagement for Antiretroviral Medication Adherence Among People With HIV and Substance Use Disorders: Observational Study

Ranran Z Mi, Ellie Fan Yang, Alexander Tahk, Adati Tarfa, Lynne M Cotter, Linqi Lu, Sijia Yang, David H Gustafson Sr, Ryan Westergaard, Dhavan Shah

J Med Internet Res 2024;26:e57774

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