Optimizing systematic reviews in health sciences education: a mentefact-based algorithmic framework

María Belén Morales-Cevallos, Gabriela Espinosa-Arreaga, Nelly Andrade Mejia, Raynier Zambrano-Villacres

Open source

DOI: 10.3389/fmed.2026.1871801
Published: 2026-09-10
Container: Frontiers in Medicine
Publisher: Frontiers Media SA
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:10.3389/fmed.2026.1871801,
  title = {Optimizing systematic reviews in health sciences education: a mentefact-based algorithmic framework},
  author = {María Belén Morales-Cevallos and Gabriela Espinosa-Arreaga and Nelly Andrade Mejia and Raynier Zambrano-Villacres},
  year = {2026},
  journal = {Frontiers in Medicine},
  doi = {10.3389/fmed.2026.1871801},
  url = {https://doi.org/10.3389/fmed.2026.1871801}
}

RIS

TY  - JOUR
TI  - Optimizing systematic reviews in health sciences education: a mentefact-based algorithmic framework
AU  - María Belén Morales-Cevallos
AU  - Gabriela Espinosa-Arreaga
AU  - Nelly Andrade Mejia
AU  - Raynier Zambrano-Villacres
PY  - 2026
JO  - Frontiers in Medicine
DO  - 10.3389/fmed.2026.1871801
UR  - https://doi.org/10.3389/fmed.2026.1871801
ER  -

APA

Morales-Cevallos, M. B., Espinosa-Arreaga, G., Mejia, N. A., & Zambrano-Villacres, R. (2026). Optimizing systematic reviews in health sciences education: a mentefact-based algorithmic framework. Frontiers in Medicine. https://doi.org/10.3389/fmed.2026.1871801

Source records

crossref · retrieved 2026-11-10T12:38:05.428Z