Assessing the Limitations of Large Language Models in Clinical Practice Guideline-Concordant Treatment Decision-Making on Real-World Data: Retrospective Study.
- DOI
- 10.2196/74899
- Published
- 2025 Nov 3
- Container
- JMIRx med
- 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:10.2196/74899,
title = {Assessing the Limitations of Large Language Models in Clinical Practice Guideline-Concordant Treatment Decision-Making on Real-World Data: Retrospective Study.},
author = {Roeschl T and Hoffmann M and Hashemi D and Rarreck F and Hinrichs N and Trippel TD and Gröschel MI and Unbehaun A and Klein C and Kempfert J and Dreger H and O'Brien B and Hindricks G and Balzer F and Falk V and Meyer A},
year = {2025},
journal = {JMIRx med},
doi = {10.2196/74899},
url = {https://doi.org/10.2196/74899}
}RIS
TY - JOUR TI - Assessing the Limitations of Large Language Models in Clinical Practice Guideline-Concordant Treatment Decision-Making on Real-World Data: Retrospective Study. AU - Roeschl T AU - Hoffmann M AU - Hashemi D AU - Rarreck F AU - Hinrichs N AU - Trippel TD AU - Gröschel MI AU - Unbehaun A AU - Klein C AU - Kempfert J AU - Dreger H AU - O'Brien B AU - Hindricks G AU - Balzer F AU - Falk V AU - Meyer A PY - 2025 JO - JMIRx med DO - 10.2196/74899 UR - https://doi.org/10.2196/74899 ER -
APA
T, R., M, H., D, H., F, R., N, H., TD, T., MI, G., A, U., C, K., J, K., H, D., B, O., G, H., F, B., V, F., & A, M. (2025). Assessing the Limitations of Large Language Models in Clinical Practice Guideline-Concordant Treatment Decision-Making on Real-World Data: Retrospective Study.. JMIRx med. https://doi.org/10.2196/74899
Source records
- pubmed · retrieved 2026-09-26T15:06:03.146Z