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

Theme Issue 2023 - 2024 : Responsible Design, Integration, and Use of Generative AI in Mental Health (16) Artificial Intelligence (1785) Chatbots and Conversational Agents (647) Generative Language Models Including ChatGPT (525)

Published on in Vol 11 (2024)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/58129, first published .
Large Language Models Versus Expert Clinicians in Crisis Prediction Among Telemental Health Patients: Comparative Study

Large Language Models Versus Expert Clinicians in Crisis Prediction Among Telemental Health Patients: Comparative Study

Large Language Models Versus Expert Clinicians in Crisis Prediction Among Telemental Health Patients: Comparative Study

Authors of this article:

Christine Lee1 Author Orcid Image ;   Matthew Mohebbi1 Author Orcid Image ;   Erin O'Callaghan1 Author Orcid Image ;   Mirène Winsberg1 Author Orcid Image
Article Authors Cited by (7) Tweetations (2) Metrics

Journals

  1. Workman T, Ahmed A, Sheriff H, Raman V, Zhang S, Shao Y, Faselis C, Fonarow G, Zeng-Treitler Q. ChatGPT-4 extraction of heart failure symptoms and signs from electronic health records. Progress in Cardiovascular Diseases 2024 View
  2. Asman O, Torous J, Tal A. Responsible Design, Integration, and Use of Generative AI in Mental Health. JMIR Mental Health 2025;12:e70439 View
  3. Jin Y, Liu J, Li P, Wang B, Yan Y, Zhang H, Ni C, Wang J, Li Y, Bu Y, Wang Y. The Applications of Large Language Models in Mental Health: Scoping Review. Journal of Medical Internet Research 2025;27:e69284 View
  4. Kwan H, Shell J, Fahy C, Yang S, Xing Y. Integrating Large Language Models into Medication Management in Remote Healthcare: Current Applications, Challenges, and Future Prospects. Systems 2025;13(4):281 View
  5. Torous J, Linardon J, Goldberg S, Sun S, Bell I, Nicholas J, Hassan L, Hua Y, Milton A, Firth J. The evolving field of digital mental health: current evidence and implementation issues for smartphone apps, generative artificial intelligence, and virtual reality. World Psychiatry 2025;24(2):156 View
  6. Scholich T, Barr M, Wiltsey Stirman S, Raj S. A Comparison of Responses from Human Therapists and Large Language Model–Based Chatbots to Assess Therapeutic Communication: Mixed Methods Study. JMIR Mental Health 2025;12:e69709 View
  7. Wang X, Zhou Y, Zhou G. The application and ethical implication of generative AI in mental health: A systematic review (Preprint). JMIR Mental Health 2024 View