Published on in Vol 4 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/69149, first published .
Digital Phenotyping for Detecting Depression Severity in a Large Payor-Provider System: Retrospective Study of Speech and Language Model Performance

Digital Phenotyping for Detecting Depression Severity in a Large Payor-Provider System: Retrospective Study of Speech and Language Model Performance

Digital Phenotyping for Detecting Depression Severity in a Large Payor-Provider System: Retrospective Study of Speech and Language Model Performance

Bradley Karlin   1, 2 , MSCP, MBA, PhD ;   Doug Henry   1 , PhD ;   Ryan Anderson   1 , PhD ;   Salvatore Cieri   1 , LCSW ;   Michael Aratow   3 , MD ;   Elizabeth Shriberg   3 , PhD ;   Michelle Hoy   3 , LPC

1 Highmark Health, Pittsburgh, PA, United States

2 Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States

3 Ellipsis Health, San Francisco, CA, United States

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