Prediction of delirium in trauma patients using interpretable machine learning
- DOI
- 10.1038/s41598-026-54821-5
- Published
- 6
- Container
- Scientific Reports
- Publisher
- Not recorded
- Open access
- yes
Credibility signals
uncertain Score 53/100 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.
- supportingDirectory of Open Access Journals: A matching record was returned by DOAJ.
- 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:10.1038/s41598-026-54821-5,
title = {Prediction of delirium in trauma patients using interpretable machine learning},
author = {Sujong Shin and Seok Bum Lee and Jung Jae Lee and Dohyun Kim and Sang-Il Choi},
year = {2026},
journal = {Scientific Reports},
doi = {10.1038/s41598-026-54821-5},
url = {https://doi.org/10.1038/s41598-026-54821-5}
}RIS
TY - JOUR TI - Prediction of delirium in trauma patients using interpretable machine learning AU - Sujong Shin AU - Seok Bum Lee AU - Jung Jae Lee AU - Dohyun Kim AU - Sang-Il Choi PY - 2026 JO - Scientific Reports DO - 10.1038/s41598-026-54821-5 UR - https://doi.org/10.1038/s41598-026-54821-5 ER -
APA
Shin, S., Lee, S. B., Lee, J. J., Kim, D., & Choi, S. (2026). Prediction of delirium in trauma patients using interpretable machine learning. Scientific Reports. https://doi.org/10.1038/s41598-026-54821-5
Source records
- doaj · retrieved 2026-09-26T05:22:04.138Z