Predicting thyroid cancer recurrence using supervised CatBoost: A SHAP-based explainable AI approach

Ahmad A. Hanani, Turker Berk Donmez, Mustafa Kutlu, Mohammed Mansour

Open source

DOI: 10.1097/md.0000000000042667
Published: 2025-05-30
Container: Medicine
Publisher: Ovid Technologies (Wolters Kluwer Health)
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. Source: Crossref; license: CC0 metadata
supportingDOI resolves: A matching record was returned by Crossref. 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
not scoredOpen access status: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
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
supportingMetadata completeness: All 6 scored descriptive metadata groups are present. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.1097/md.0000000000042667,
  title = {Predicting thyroid cancer recurrence using supervised CatBoost: A SHAP-based explainable AI approach},
  author = {Ahmad A. Hanani and Turker Berk Donmez and Mustafa Kutlu and Mohammed Mansour},
  year = {2025},
  journal = {Medicine},
  doi = {10.1097/md.0000000000042667},
  url = {https://doi.org/10.1097/md.0000000000042667}
}

RIS

TY  - JOUR
TI  - Predicting thyroid cancer recurrence using supervised CatBoost: A SHAP-based explainable AI approach
AU  - Ahmad A. Hanani
AU  - Turker Berk Donmez
AU  - Mustafa Kutlu
AU  - Mohammed Mansour
PY  - 2025
JO  - Medicine
DO  - 10.1097/md.0000000000042667
UR  - https://doi.org/10.1097/md.0000000000042667
ER  -

APA

Hanani, A. A., Donmez, T. B., Kutlu, M., & Mansour, M. (2025). Predicting thyroid cancer recurrence using supervised CatBoost: A SHAP-based explainable AI approach. Medicine. https://doi.org/10.1097/md.0000000000042667

Source records

crossref · retrieved 2026-09-26T21:25:21.596Z