Large Language Models for Ankle Fracture Classification and Management Prediction from Routine Clinical Documentation: A Single-Center Exploratory Study
- DOI
- 10.1007/s10278-026-02311-5
- Published
- 2026-09-18
- Container
- Journal of Imaging Informatics in Medicine
- Publisher
- Springer Science and Business Media LLC
- 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:10.1007/s10278-026-02311-5,
title = {Large Language Models for Ankle Fracture Classification and Management Prediction from Routine Clinical Documentation: A Single-Center Exploratory Study},
author = {Benjamin Schwarberg and Conrad Ketzer and Bosse Thiel and Andreas Sauter and Marcus R. Makowski and Daniel Spitzl and Markus Mergen and Florian T. Gassert},
year = {2026},
journal = {Journal of Imaging Informatics in Medicine},
doi = {10.1007/s10278-026-02311-5},
url = {https://doi.org/10.1007/s10278-026-02311-5}
}RIS
TY - JOUR TI - Large Language Models for Ankle Fracture Classification and Management Prediction from Routine Clinical Documentation: A Single-Center Exploratory Study AU - Benjamin Schwarberg AU - Conrad Ketzer AU - Bosse Thiel AU - Andreas Sauter AU - Marcus R. Makowski AU - Daniel Spitzl AU - Markus Mergen AU - Florian T. Gassert PY - 2026 JO - Journal of Imaging Informatics in Medicine DO - 10.1007/s10278-026-02311-5 UR - https://doi.org/10.1007/s10278-026-02311-5 ER -
APA
Schwarberg, B., Ketzer, C., Thiel, B., Sauter, A., Makowski, M. R., Spitzl, D., Mergen, M., & Gassert, F. T. (2026). Large Language Models for Ankle Fracture Classification and Management Prediction from Routine Clinical Documentation: A Single-Center Exploratory Study. Journal of Imaging Informatics in Medicine. https://doi.org/10.1007/s10278-026-02311-5
Source records
- crossref · retrieved 2026-09-26T15:42:29.502Z