Machine learning models based on facial images alone have moderate ability to predict negative outcomes in feedyard cattle treated for bovine respiratory disease
- DOI
- 10.2460/ajvr.26.07.0320
- Published
- 2026-11-04
- Container
- American Journal of Veterinary Research
- Publisher
- American Veterinary Medical Association (AVMA)
- 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:10.2460/ajvr.26.07.0320,
title = {Machine learning models based on facial images alone have moderate ability to predict negative outcomes in feedyard cattle treated for bovine respiratory disease},
author = {Jordana A. Zimmermann and Eduarda M. Bortoluzzi and Brad J. White and Luis F. B. B. Feitoza},
year = {2026},
journal = {American Journal of Veterinary Research},
doi = {10.2460/ajvr.26.07.0320},
url = {https://doi.org/10.2460/ajvr.26.07.0320}
}RIS
TY - JOUR TI - Machine learning models based on facial images alone have moderate ability to predict negative outcomes in feedyard cattle treated for bovine respiratory disease AU - Jordana A. Zimmermann AU - Eduarda M. Bortoluzzi AU - Brad J. White AU - Luis F. B. B. Feitoza PY - 2026 JO - American Journal of Veterinary Research DO - 10.2460/ajvr.26.07.0320 UR - https://doi.org/10.2460/ajvr.26.07.0320 ER -
APA
Zimmermann, J. A., Bortoluzzi, E. M., White, B. J., & Feitoza, L. F. B. B. (2026). Machine learning models based on facial images alone have moderate ability to predict negative outcomes in feedyard cattle treated for bovine respiratory disease. American Journal of Veterinary Research. https://doi.org/10.2460/ajvr.26.07.0320
Source records
- crossref · retrieved 2026-11-10T20:37:33.875Z