A medically grounded LLM agent–based tool to detect patient safety events in medical records
- DOI
- 10.1371/journal.pdig.0001174
- Published
- 2026-09-17
- Container
- PLOS Digital Health
- Publisher
- Public Library of Science (PLoS)
- Open access
- unknown
Credibility signals
uncertain Score 64/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.
Show all credibility signals
- supportingDOI registered: A matching record was returned by Crossref.
- supportingDOI resolves: A matching record was returned by Crossref.
- 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.
- not scoredOpen access status: Not checked or no result supplied; no credibility inference made.
- 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.
- supportingMetadata completeness: All 6 scored descriptive metadata groups are present.
Cite this work
BibTeX
@article{allodium:10.1371/journal.pdig.0001174,
title = {A medically grounded LLM agent–based tool to detect patient safety events in medical records},
author = {Diego Trujillo and Dulin Wang and Nathan Bahr and Tina Yi-Jin Hsieh and Byeongyeon Cho and Garth Meckler and Matthew Hansen and Carl Eriksson and Kyu Seo Kim and Steven Bedrick and Xiaoqian Jiang and Jeanne-Marie Guise},
year = {2026},
journal = {PLOS Digital Health},
doi = {10.1371/journal.pdig.0001174},
url = {https://doi.org/10.1371/journal.pdig.0001174}
}RIS
TY - JOUR TI - A medically grounded LLM agent–based tool to detect patient safety events in medical records AU - Diego Trujillo AU - Dulin Wang AU - Nathan Bahr AU - Tina Yi-Jin Hsieh AU - Byeongyeon Cho AU - Garth Meckler AU - Matthew Hansen AU - Carl Eriksson AU - Kyu Seo Kim AU - Steven Bedrick AU - Xiaoqian Jiang AU - Jeanne-Marie Guise PY - 2026 JO - PLOS Digital Health DO - 10.1371/journal.pdig.0001174 UR - https://doi.org/10.1371/journal.pdig.0001174 ER -
APA
Trujillo, D., Wang, D., Bahr, N., Hsieh, T. Y., Cho, B., Meckler, G., Hansen, M., Eriksson, C., Kim, K. S., Bedrick, S., Jiang, X., & Guise, J. (2026). A medically grounded LLM agent–based tool to detect patient safety events in medical records. PLOS Digital Health. https://doi.org/10.1371/journal.pdig.0001174
Source records
- crossref · retrieved 2026-09-25T08:02:08.084Z