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

Depression and Mood Disorders; Suicide Prevention (1712) Digital Mental Health Interventions, e-Mental Health and Cyberpsychology (2159) Natural Language Processing (930) Decision Support for Health Professionals (1563) Intentional Self-Harm (139) Generative Language Models Including ChatGPT (738) Artificial Intelligence (2185)

Published on in Vol 13 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/79010, first published .
Automated Safety Plan Scoring in Outpatient Mental Health Settings Using Large Language Models: Exploratory Study

Automated Safety Plan Scoring in Outpatient Mental Health Settings Using Large Language Models: Exploratory Study

Automated Safety Plan Scoring in Outpatient Mental Health Settings Using Large Language Models: Exploratory Study

Authors of this article:

Hayoung K Donnelly1, 2 Author Orcid Image ;   Gregory K Brown1 Author Orcid Image ;   Kelly L Green1 Author Orcid Image ;   Ugurcan Vurgun2 Author Orcid Image ;   Sy Hwang2 Author Orcid Image ;   Emily Schriver2, 3 Author Orcid Image ;   Michael Steinberg1 Author Orcid Image ;   Megan E Reilly1 Author Orcid Image ;   Haitisha Mehta4 Author Orcid Image ;   Christa Labouliere4 Author Orcid Image ;   Maria A Oquendo1 Author Orcid Image ;   David Mandell1 Author Orcid Image ;   Danielle L Mowery2, 5 Author Orcid Image
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Hayoung K Donnelly   1, 2 , PhD ;   Gregory K Brown   1 , PhD ;   Kelly L Green   1 , PhD ;   Ugurcan Vurgun   2 , PhD ;   Sy Hwang   2 , MS ;   Emily Schriver   2, 3 , MS ;   Michael Steinberg   1 , MA ;   Megan E Reilly   1 , MPH ;   Haitisha Mehta   4 , MA ;   Christa Labouliere   4 , PhD ;   Maria A Oquendo   1 , MD, PhD ;   David Mandell   1 , SCD ;   Danielle L Mowery   2, 5 , PhD

1 Department of Psychiatry, University of Pennsylvania, Philadelphia, PA, United States

2 Institute for Biomedical Informatics, University of Pennsylvania, Philadelphia, PA, United States

3 University of Pennsylvania Health System, Philadelphia, PA, United States

4 Department of Psychiatry, Columbia University, New York, NY, United States

5 Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania, Philadelphia, PA, United States

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