Large Language Models for Mental Health Prediction: Scoping Review of Bias and Clinical Utility Documentation in 2019-2024.

Bleuze C, Fort K, Martin VP, Névéol A

DOI: 10.2196/88082
Published: 2026 Aug 13
Container: JMIR AI
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.2196/88082,
  title = {Large Language Models for Mental Health Prediction: Scoping Review of Bias and Clinical Utility Documentation in 2019-2024.},
  author = {Bleuze C and Fort K and Martin VP and Névéol A},
  year = {2026},
  journal = {JMIR AI},
  doi = {10.2196/88082},
  url = {https://doi.org/10.2196/88082}
}

RIS

TY  - JOUR
TI  - Large Language Models for Mental Health Prediction: Scoping Review of Bias and Clinical Utility Documentation in 2019-2024.
AU  - Bleuze C
AU  - Fort K
AU  - Martin VP
AU  - Névéol A
PY  - 2026
JO  - JMIR AI
DO  - 10.2196/88082
UR  - https://doi.org/10.2196/88082
ER  -

APA

C, B., K, F., VP, M., & A, N. (2026). Large Language Models for Mental Health Prediction: Scoping Review of Bias and Clinical Utility Documentation in 2019-2024.. JMIR AI. https://doi.org/10.2196/88082

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pubmed · retrieved 2026-09-25T14:46:05.390Z