Predicting Anxiety in Individuals with Diabetes: A Comparative Analysis of Machine Learning Algorithms.

Bourkhime H, Qarmiche N, Benmaamar S, Lazar N, Omari M, Berraho M, Tachfouti N, El Fakir S, El Ouahabi H, Otmani N

DOI: 10.14341/probl13459
Published: 2026 May 20
Container: Problemy endokrinologii
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:10.14341/probl13459,
  title = {Predicting Anxiety in Individuals with Diabetes: A Comparative Analysis of Machine Learning Algorithms.},
  author = {Bourkhime H and Qarmiche N and Benmaamar S and Lazar N and Omari M and Berraho M and Tachfouti N and El Fakir S and El Ouahabi H and Otmani N},
  year = {2026},
  journal = {Problemy endokrinologii},
  doi = {10.14341/probl13459},
  url = {https://doi.org/10.14341/probl13459}
}

RIS

TY  - JOUR
TI  - Predicting Anxiety in Individuals with Diabetes: A Comparative Analysis of Machine Learning Algorithms.
AU  - Bourkhime H
AU  - Qarmiche N
AU  - Benmaamar S
AU  - Lazar N
AU  - Omari M
AU  - Berraho M
AU  - Tachfouti N
AU  - El Fakir S
AU  - El Ouahabi H
AU  - Otmani N
PY  - 2026
JO  - Problemy endokrinologii
DO  - 10.14341/probl13459
UR  - https://doi.org/10.14341/probl13459
ER  -

APA

H, B., N, Q., S, B., N, L., M, O., M, B., N, T., S, E. F., H, E. O., & N, O. (2026). Predicting Anxiety in Individuals with Diabetes: A Comparative Analysis of Machine Learning Algorithms.. Problemy endokrinologii. https://doi.org/10.14341/probl13459

Source records

pubmed · retrieved 2026-09-25T09:16:47.417Z