Ensemble machine learning for predicting breast cancer recurrence and mortality using clinical and hemogram data.
- DOI
- 10.1038/s41523-026-01005-z
- Published
- 2026 Jul 11
- Container
- NPJ breast cancer
- Publisher
- Not recorded
- Open access
- unknown
Credibility signals
limited evidence Score 43/100 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.
- 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.
- cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty.
Cite this work
BibTeX
@article{allodium:10.1038/s41523-026-01005-z,
title = {Ensemble machine learning for predicting breast cancer recurrence and mortality using clinical and hemogram data.},
author = {Moreira PH and Cardoso ASO and Oliveira R and Santos JGD and Bonadio RC and Lima WAL and Reichmann TA and Mota BS and Ramos AF and Santoro F and Chammas R and Barros LRC},
year = {2026},
journal = {NPJ breast cancer},
doi = {10.1038/s41523-026-01005-z},
url = {https://doi.org/10.1038/s41523-026-01005-z}
}RIS
TY - JOUR TI - Ensemble machine learning for predicting breast cancer recurrence and mortality using clinical and hemogram data. AU - Moreira PH AU - Cardoso ASO AU - Oliveira R AU - Santos JGD AU - Bonadio RC AU - Lima WAL AU - Reichmann TA AU - Mota BS AU - Ramos AF AU - Santoro F AU - Chammas R AU - Barros LRC PY - 2026 JO - NPJ breast cancer DO - 10.1038/s41523-026-01005-z UR - https://doi.org/10.1038/s41523-026-01005-z ER -
APA
PH, M., ASO, C., R, O., JGD, S., RC, B., WAL, L., TA, R., BS, M., AF, R., F, S., R, C., & LRC, B. (2026). Ensemble machine learning for predicting breast cancer recurrence and mortality using clinical and hemogram data.. NPJ breast cancer. https://doi.org/10.1038/s41523-026-01005-z
Source records
- pubmed · retrieved 2026-09-26T02:12:53.984Z