Multiagent Large Language Model Framework for Psychotherapy Fidelity Assessment in Motivational Interviewing and Cognitive Behavioral Therapy Training: Cross-Sectional, Simulation-Based Evaluation Study

Multiagent Large Language Model Framework for Psychotherapy Fidelity Assessment in Motivational Interviewing and Cognitive Behavioral Therapy Training: Cross-Sectional, Simulation-Based Evaluation Study

Authors of this article:

Mohammad Amin Kamaleddin^{1, 2} ;   Mina Mirjalili^{3, 4} ;   Reza Barzegar¹ ;   Nghia Trung Le¹ ;   Zachary Cote¹ ;   Olga Winkler⁵ ;   Lisa Burback^{5, 6} ;   Yanbo Zhang^{5, 6} ;   Osmar R Zaiane^{7, 8} ;   Candice Monson⁹ ;   Divya Sharma¹⁰ ;   Sri Krishnan¹¹ ;   Andrew J Greenshaw^{5, 6} ;   Richard Zeifman^{12, 13, 14} ;   Peter Selby^{3, 15, 16} ;   Venkat Bhat^{1, 2, 16}