Improving insurance deduction identification: a hybrid artificial intelligence model using machine learning and expert systems.
- DOI
- 10.1108/jhom-06-2025-0308
- Published
- 2026 Sep 2
- Container
- Journal of health organization and management
- Publisher
- Not recorded
- Open access
- no
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:10.1108/jhom-06-2025-0308,
title = {Improving insurance deduction identification: a hybrid artificial intelligence model using machine learning and expert systems.},
author = {Maleki R and Mohammadshahi M and Mohamadi E and Rahmani H and Atashi A and Jaafaripooyan E and Mobinizadeh M},
year = {2026},
journal = {Journal of health organization and management},
doi = {10.1108/jhom-06-2025-0308},
url = {https://doi.org/10.1108/jhom-06-2025-0308}
}RIS
TY - JOUR TI - Improving insurance deduction identification: a hybrid artificial intelligence model using machine learning and expert systems. AU - Maleki R AU - Mohammadshahi M AU - Mohamadi E AU - Rahmani H AU - Atashi A AU - Jaafaripooyan E AU - Mobinizadeh M PY - 2026 JO - Journal of health organization and management DO - 10.1108/jhom-06-2025-0308 UR - https://doi.org/10.1108/jhom-06-2025-0308 ER -
APA
R, M., M, M., E, M., H, R., A, A., E, J., & M, M. (2026). Improving insurance deduction identification: a hybrid artificial intelligence model using machine learning and expert systems.. Journal of health organization and management. https://doi.org/10.1108/jhom-06-2025-0308
Source records
- pubmed · retrieved 2026-09-26T06:37:48.048Z
- europe-pmc · retrieved 2026-09-26T06:37:48.061Z