Author

J. Torous

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#natural language process... Review Aug 2026

Sources of Truth: A Multi-Platform, Multilingual Audit of Citations in AI Mental Health Information Queries

This work audited three free consumer products on twenty English mental health questions under two prompt conditions and releases the typology, classifier, and annotated corpus as reusable instruments for auditing generative health search.

Phuong Anh Nguyen, J. Noorily, M. Flathers et al. · 0 citations

Review Open access Aug 2026

Responsible and innovative AI for mental health care: five priority themes

Five priorities define a translational agenda for 2026 and beyond: AI in mental health will succeed not through model performance alone, but through disciplined integration into clinical workflows, measurement systems, and governance structures that ensure safety, equity, and real-world effectiveness.

Martin P. Paulus, J. Torous, R. Perlis et al. · NPP—Digital Psychiatry and N... · 0 citations