Comparing Diagnostic Accuracy of Clinical Professionals and Large Language Models: Systematic Review and Meta-Analysis
- DOI
- 10.2196/64963
- Published
- 2025-04-25
- Container
- JMIR Medical Informatics
- Publisher
- JMIR Publications Inc.
- 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:10.2196/64963,
title = {Comparing Diagnostic Accuracy of Clinical Professionals and Large Language Models: Systematic Review and Meta-Analysis},
author = {Guxue Shan and Xiaonan Chen and Chen Wang and Li Liu and Yuanjing Gu and Huiping Jiang and Tingqi Shi},
year = {2025},
journal = {JMIR Medical Informatics},
doi = {10.2196/64963},
url = {https://doi.org/10.2196/64963}
}RIS
TY - JOUR TI - Comparing Diagnostic Accuracy of Clinical Professionals and Large Language Models: Systematic Review and Meta-Analysis AU - Guxue Shan AU - Xiaonan Chen AU - Chen Wang AU - Li Liu AU - Yuanjing Gu AU - Huiping Jiang AU - Tingqi Shi PY - 2025 JO - JMIR Medical Informatics DO - 10.2196/64963 UR - https://doi.org/10.2196/64963 ER -
APA
Shan, G., Chen, X., Wang, C., Liu, L., Gu, Y., Jiang, H., & Shi, T. (2025). Comparing Diagnostic Accuracy of Clinical Professionals and Large Language Models: Systematic Review and Meta-Analysis. JMIR Medical Informatics. https://doi.org/10.2196/64963
Source records
- crossref · retrieved 2026-09-25T00:25:40.478Z