Sex-Equitable Machine Learning Prediction of Ankle Reinjury in Individuals with Chronic Ankle Instability: A 2-Year Prospective Cohort Study with Fairness Audit
- DOI
- 10.1186/s40798-026-01137-3
- Published
- 2026-11-07
- Container
- Sports Medicine - Open
- 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:10.1186/s40798-026-01137-3,
title = {Sex-Equitable Machine Learning Prediction of Ankle Reinjury in Individuals with Chronic Ankle Instability: A 2-Year Prospective Cohort Study with Fairness Audit},
author = {Ui-jae Hwang and S. Jun Son and Siu-ngor Fu and Arnold Y. L. Wong and Dustin Bruening and Brent Feland and Matthew Seeley and J. Ty Hopkins},
year = {2026},
journal = {Sports Medicine - Open},
doi = {10.1186/s40798-026-01137-3},
url = {https://doi.org/10.1186/s40798-026-01137-3}
}RIS
TY - JOUR TI - Sex-Equitable Machine Learning Prediction of Ankle Reinjury in Individuals with Chronic Ankle Instability: A 2-Year Prospective Cohort Study with Fairness Audit AU - Ui-jae Hwang AU - S. Jun Son AU - Siu-ngor Fu AU - Arnold Y. L. Wong AU - Dustin Bruening AU - Brent Feland AU - Matthew Seeley AU - J. Ty Hopkins PY - 2026 JO - Sports Medicine - Open DO - 10.1186/s40798-026-01137-3 UR - https://doi.org/10.1186/s40798-026-01137-3 ER -
APA
Hwang, U., Son, S. J., Fu, S., Wong, A. Y. L., Bruening, D., Feland, B., Seeley, M., & Hopkins, J. T. (2026). Sex-Equitable Machine Learning Prediction of Ankle Reinjury in Individuals with Chronic Ankle Instability: A 2-Year Prospective Cohort Study with Fairness Audit. Sports Medicine - Open. https://doi.org/10.1186/s40798-026-01137-3
Source records
- crossref · retrieved 2026-11-10T07:00:01.960Z