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This paper is in the following e-collection/theme issue:

Applications of AI (954) Research Instruments, Questionnaires, and Tools (1203) New Methods (1790) Methods and New Tools in Mental Health Research (905) Prevention and Health Promotion (2257) Substance and Alcohol Abuse in Adolescence (150) Generative Language Models Including ChatGPT (1515)

Published on in Vol 5 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/95964, first published .
Hand holding medication bottle with blurred person saying no in background

Automating Motivational Interviewing Coding in Adolescent Substance Use Prevention: Human-AI Agreement Study

Automating Motivational Interviewing Coding in Adolescent Substance Use Prevention: Human-AI Agreement Study

Authors of this article:

Francisco Cardozo1 Author Orcid Image ;   Eric C Brown1 Author Orcid Image ;   Juliana Mejía-Trujillo2 Author Orcid Image ;   Raymond Balise1 Author Orcid Image ;   Catalina Cañizares3 Author Orcid Image ;   Augusto Pérez-Gómez2 Author Orcid Image ;   Sara M St George1 Author Orcid Image ;   Vilma Gabbay1, 4 Author Orcid Image
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Francisco Cardozo   1 , PhD ;   Eric C Brown   1 , PhD ;   Juliana Mejía-Trujillo   2 , PhD ;   Raymond Balise   1 , PhD ;   Catalina Cañizares   3 , PhD ;   Augusto Pérez-Gómez   2 , PhD ;   Sara M St George   1 , PhD ;   Vilma Gabbay   1, 4 , MD

1 Miller School of Medicine, University of Miami, Miami, FL, United States

2 Corporación Nuevos Rumbos, Bogotá, Colombia

3 Applied Psychology, New York University, New York, NY, United States

4 Nathan Kline Institute for Psychiatric Research, Orangeburg, NY, United States

Corresponding Author:

  • Francisco Cardozo, PhD
  • Miller School of Medicine
  • University of Miami
  • 1252 Memorial Dr, Coral Gables
  • Miami, FL 33146
  • United States
  • Phone: 1 305-284-2211
  • Email: foc9@miami.edu