Consensus-Level and Cluster-Adjusted Evaluation of a Large Language Model for Diagnostic Extraction from Musculoskeletal Radiology Reports.

Bosbach WA, Montazeri E, Senge JF, Beisbart C, Mitrakovic M, Anderson SE, Divjak E, Ivanac G, Grieser T, Weber MA, Sanal HT, Daneshvar K

Open source

DOI: 10.3390/diagnostics16111590
Published: 2026 May 22
Container: Diagnostics (Basel, Switzerland)
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. Source: Crossref; license: CC0 metadata
cautionDOI resolves: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
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. Source: DOAJ; license: CC0
not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
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. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
supportingOpen access status: Normalized open-access status: open. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.3390/diagnostics16111590,
  title = {Consensus-Level and Cluster-Adjusted Evaluation of a Large Language Model for Diagnostic Extraction from Musculoskeletal Radiology Reports.},
  author = {Bosbach WA and Montazeri E and Senge JF and Beisbart C and Mitrakovic M and Anderson SE and Divjak E and Ivanac G and Grieser T and Weber MA and Sanal HT and Daneshvar K},
  year = {2026},
  journal = {Diagnostics (Basel, Switzerland)},
  doi = {10.3390/diagnostics16111590},
  url = {https://doi.org/10.3390/diagnostics16111590}
}

RIS

TY  - JOUR
TI  - Consensus-Level and Cluster-Adjusted Evaluation of a Large Language Model for Diagnostic Extraction from Musculoskeletal Radiology Reports.
AU  - Bosbach WA
AU  - Montazeri E
AU  - Senge JF
AU  - Beisbart C
AU  - Mitrakovic M
AU  - Anderson SE
AU  - Divjak E
AU  - Ivanac G
AU  - Grieser T
AU  - Weber MA
AU  - Sanal HT
AU  - Daneshvar K
PY  - 2026
JO  - Diagnostics (Basel, Switzerland)
DO  - 10.3390/diagnostics16111590
UR  - https://doi.org/10.3390/diagnostics16111590
ER  -

APA

WA, B., E, M., JF, S., C, B., M, M., SE, A., E, D., G, I., T, G., MA, W., HT, S., & K, D. (2026). Consensus-Level and Cluster-Adjusted Evaluation of a Large Language Model for Diagnostic Extraction from Musculoskeletal Radiology Reports.. Diagnostics (Basel, Switzerland). https://doi.org/10.3390/diagnostics16111590

Source records

pubmed · retrieved 2026-09-26T14:52:37.137Z