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Optimizing an App-Based Just-in-Time Adaptive Intervention for Stimulant Use Among Sexual Minority Men Living with HIV: Protocol for a Community-Engaged Research Approach and Hybrid-Experimental Design

K Marie Sizemore, Judith T Moskowitz, H Jonathon Rendina, Shannon Gray, Hannah Hyejin Park, Adam Carrico, Jonathan Avery, Brett Millar

JMIR Res Protoc 2025;14:e76741

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Culturally Tailored Tele–Mental Health Care Linkage for Indigenous Populations: Protocol for a Mixed Methods Pilot Study

Ariel M S Richer, Ariel L Roddy, Sutton King, Austin Serio

JMIR Res Protoc 2025;14:e67757

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Digital Contingency Management for Substance Use Disorder Treatment: 12-Month Quasi-Experimental Design

Xiaoni Zhang, Valerie Hardcastle

JMIR Ment Health 2025;12:e73617

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Harm Reduction Contingency Management for Stimulant Use Reduction and Antiretroviral Therapy Adherence in HIV Primary Care: Protocol for an Implementation Effectiveness Study

Gabriela Steiner, Stefan Baral, Elise D Riley, Steven Shoptaw, Gabriel Chamie, Kate Roberts, Lauren Suchman, Kelly Knight, Monica Gandhi, Phillip Coffin, Ayesha Appa

JMIR Res Protoc 2025;14:e67292

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Natural Language Processing for Identification of Hospitalized People Who Use Drugs: Cohort Study

Taisuke Sato, Emily D Grussing, Ruchi Patel, Jessica Ridgway, Joji Suzuki, Benjamin Sweigart, Robert Miller, Alysse G Wurcel

JMIR AI 2025;4:e63147

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Development of a Cohesive Predictive Model for Substance Use Disorder Rehabilitation Using Passive Digital Biomarkers, Psychological Assessments, and Automated Facial Emotion Recognition: Protocol for a Prospective Cohort Study

Andrea P Garzón-Partida, Kimberly Magaña-Plascencia, Diana Emilia Martínez-Fernández, Joaquín García-Estrada, Sonia Luquin, David Fernández-Quezada

JMIR Res Protoc 2025;14:e71374

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Idiographic Lapse Prediction With State Space Modeling: Algorithm Development and Validation Study

Eric Pulick, John Curtin, Yonatan Mintz

JMIR Form Res 2025;9:e73265

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Development and Pilot Testing of an Addiction Clinic–Based Pre-Exposure Prophylaxis Uptake and Adherence Intervention for Women with Substance Use Disorders: Protocol for a Pilot Randomized Trial

Angela M Heads, Diane Santa Maria, Mandy J Hill, Robert Suchting, Kimberly N Evans, Zaneta Gaul, Luba Yammine, Constanza de Dios, Joy M Schmitz

JMIR Res Protoc 2025;14:e64961

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Digital Integrated Interventions for Comorbid Depression and Substance Use Disorder: Narrative Review and Content Analysis

Geneva K Jonathan, Qiuzuo Guo, Heyli Arcese, A Eden Evins, Sabine Wilhelm

JMIR Ment Health 2025;12:e67670

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Building and Beta-Testing Be Well Buddy Chatbot, a Secure, Credible and Trustworthy AI Chatbot That Will Not Misinform, Hallucinate or Stigmatize Substance Use Disorder: Development and Usability Study

Adam Jerome Salyers, Sheana Bull, Joshva Silvasstar, Kevin Howell, Tara Wright, Farnoush Banaei-Kashani

JMIR Hum Factors 2025;12:e69144

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