Machine Learning Model Development and Evaluation for Non-contact Lower Limb Injury Risk Prediction in Elite Male Rugby Union: A Multi-team, Multi-season Analysis.
- DOI
- 10.1186/s40798-026-01060-7
- Published
- 2026 Aug 26
- Container
- Sports medicine - open
- 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.
- 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.
- supportingOpen access status: Normalized open-access status: open.
- 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:10.1186/s40798-026-01060-7,
title = {Machine Learning Model Development and Evaluation for Non-contact Lower Limb Injury Risk Prediction in Elite Male Rugby Union: A Multi-team, Multi-season Analysis.},
author = {Leckey C and van Dyk N and Berndsen J and Doherty C and Lawlor A and Delahunt E},
year = {2026},
journal = {Sports medicine - open},
doi = {10.1186/s40798-026-01060-7},
url = {https://doi.org/10.1186/s40798-026-01060-7}
}RIS
TY - JOUR TI - Machine Learning Model Development and Evaluation for Non-contact Lower Limb Injury Risk Prediction in Elite Male Rugby Union: A Multi-team, Multi-season Analysis. AU - Leckey C AU - van Dyk N AU - Berndsen J AU - Doherty C AU - Lawlor A AU - Delahunt E PY - 2026 JO - Sports medicine - open DO - 10.1186/s40798-026-01060-7 UR - https://doi.org/10.1186/s40798-026-01060-7 ER -
APA
C, L., N, V. D., J, B., C, D., A, L., & E, D. (2026). Machine Learning Model Development and Evaluation for Non-contact Lower Limb Injury Risk Prediction in Elite Male Rugby Union: A Multi-team, Multi-season Analysis.. Sports medicine - open. https://doi.org/10.1186/s40798-026-01060-7
Source records
- pubmed · retrieved 2026-09-26T01:23:14.031Z