Early evidence for a multi-agent AI simulator for clinical reasoning practice: performance, consistency, and challenges.
- DOI
- 10.1515/dx-2026-0069
- Published
- 2026-09-16
- Container
- Diagnosis (Berl)
- Publisher
- Not recorded
- Open access
- no
Credibility signals
limited evidence Score 43/100 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.
- 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.
- cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty.
Cite this work
BibTeX
@article{allodium:10.1515/dx-2026-0069,
title = {Early evidence for a multi-agent AI simulator for clinical reasoning practice: performance, consistency, and challenges.},
author = {Kelleher ME and Zhou CY and Weber DE and Overla S and Bowen J and Generoso J and Zheng W and Santen SA and Turner L.},
year = {2026},
journal = {Diagnosis (Berl)},
doi = {10.1515/dx-2026-0069},
url = {https://doi.org/10.1515/dx-2026-0069}
}RIS
TY - JOUR TI - Early evidence for a multi-agent AI simulator for clinical reasoning practice: performance, consistency, and challenges. AU - Kelleher ME AU - Zhou CY AU - Weber DE AU - Overla S AU - Bowen J AU - Generoso J AU - Zheng W AU - Santen SA AU - Turner L. PY - 2026 JO - Diagnosis (Berl) DO - 10.1515/dx-2026-0069 UR - https://doi.org/10.1515/dx-2026-0069 ER -
APA
ME, K., CY, Z., DE, W., S, O., J, B., J, G., W, Z., SA, S., & L., T. (2026). Early evidence for a multi-agent AI simulator for clinical reasoning practice: performance, consistency, and challenges.. Diagnosis (Berl). https://doi.org/10.1515/dx-2026-0069
Source records
- europe-pmc · retrieved 2026-09-25T08:16:52.725Z