Explainable machine learning framework for foodborne disease outbreak prediction in Eastern Province, Saudi Arabia: case study.

Saleem Al-Ansary NF, Berekaa M, Alhotheyfa R, Almharfi A, Arakeri M, Mishra TK

DOI: 10.3389/fpubh.2026.1883871
Published: 2026
Container: Frontiers in public health
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. Source: Crossref; license: CC0 metadata
cautionDOI resolves: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
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. Source: DOAJ; license: CC0
not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
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. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
supportingOpen access status: Normalized open-access status: open. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.3389/fpubh.2026.1883871,
  title = {Explainable machine learning framework for foodborne disease outbreak prediction in Eastern Province, Saudi Arabia: case study.},
  author = {Saleem Al-Ansary NF and Berekaa M and Alhotheyfa R and Almharfi A and Arakeri M and Mishra TK},
  year = {2026},
  journal = {Frontiers in public health},
  doi = {10.3389/fpubh.2026.1883871},
  url = {https://doi.org/10.3389/fpubh.2026.1883871}
}

RIS

TY  - JOUR
TI  - Explainable machine learning framework for foodborne disease outbreak prediction in Eastern Province, Saudi Arabia: case study.
AU  - Saleem Al-Ansary NF
AU  - Berekaa M
AU  - Alhotheyfa R
AU  - Almharfi A
AU  - Arakeri M
AU  - Mishra TK
PY  - 2026
JO  - Frontiers in public health
DO  - 10.3389/fpubh.2026.1883871
UR  - https://doi.org/10.3389/fpubh.2026.1883871
ER  -

APA

NF, S. A., M, B., R, A., A, A., M, A., & TK, M. (2026). Explainable machine learning framework for foodborne disease outbreak prediction in Eastern Province, Saudi Arabia: case study.. Frontiers in public health. https://doi.org/10.3389/fpubh.2026.1883871

Source records

pubmed · retrieved 2026-09-26T13:11:01.595Z