Frameworks, Methodologies, and Tools for Evaluating Large Language Models in Digital Mental Health Interventions: Protocol for a Scoping Review.
- DOI
- 10.2196/91677
- Published
- 2026 Sep 14
- Container
- JMIR research protocols
- Publisher
- Not recorded
- Open access
- yes
Credibility signals
limited evidence Score 45/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.
Show all credibility signals
- cautionDOI registered: No matching Crossref record was present in this response.
- cautionDOI resolves: No matching Crossref record was present in this response.
- not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility.
- not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made.
- not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made.
- not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made.
- not scoredROR affiliation: Not checked or no result supplied; no credibility inference made.
- not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- supportingOpen access status: Normalized open-access status: open.
- not scoredPublication license: Not checked or no result supplied; no credibility inference made.
- not scoredPublication version: A publication version was supplied but is not scored.
- cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty.
Cite this work
BibTeX
@article{allodium:10.2196/91677,
title = {Frameworks, Methodologies, and Tools for Evaluating Large Language Models in Digital Mental Health Interventions: Protocol for a Scoping Review.},
author = {Salinas-Layana A and Jiménez-Molina Á and Lira D and Véliz-Montoya FA and Venegas A and Muñoz N and Chandía M and Rojas R and Martínez V},
year = {2026},
journal = {JMIR research protocols},
doi = {10.2196/91677},
url = {https://doi.org/10.2196/91677}
}RIS
TY - JOUR TI - Frameworks, Methodologies, and Tools for Evaluating Large Language Models in Digital Mental Health Interventions: Protocol for a Scoping Review. AU - Salinas-Layana A AU - Jiménez-Molina Á AU - Lira D AU - Véliz-Montoya FA AU - Venegas A AU - Muñoz N AU - Chandía M AU - Rojas R AU - Martínez V PY - 2026 JO - JMIR research protocols DO - 10.2196/91677 UR - https://doi.org/10.2196/91677 ER -
APA
A, S., Á, J., D, L., FA, V., A, V., N, M., M, C., R, R., & V, M. (2026). Frameworks, Methodologies, and Tools for Evaluating Large Language Models in Digital Mental Health Interventions: Protocol for a Scoping Review.. JMIR research protocols. https://doi.org/10.2196/91677
Source records
- pubmed · retrieved 2026-09-25T03:10:53.146Z