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2026 · Preprint · MetaArXiv

Automated assessment of the trustworthiness of biomedical publications: a protocol for a scoping review

Evan Guerra; Joe D Menke; César Bernabé; Xiangji Ying; Colby J. Vorland; Andrew William Brown; Riaz Qureshi; Evan Mayo-Wilson; Halil Kilicoglu

Sets out a scoping review of automated methods for assessing the trustworthiness of biomedical publications.

Work in progress · Shown as a ship beside its home island.

Preprint; this version has not been peer reviewed.

Open-science resources

Resource verification & source notes
  • Preprint: Public preprint record in the saved source catalogue. No final journal article identified as of retrieval.

Publication details

Research themes

Research toolsResearch integrity

Biomedical research · Evidence synthesis

Author affiliations & identifiers
  • Evan Guerra: · ORCID https://orcid.org/0000-0003-3275-8871
  • Joe D Menke: · ORCID https://orcid.org/0000-0002-7374-7549
  • César Bernabé: · ORCID https://orcid.org/0000-0003-1795-5930
  • Xiangji Ying: · ORCID https://orcid.org/0000-0002-1713-3788
  • Colby J. Vorland: · ORCID https://orcid.org/0000-0003-4225-372X
  • Andrew William Brown: · ORCID https://orcid.org/0000-0002-1758-8205
  • Riaz Qureshi: · ORCID https://orcid.org/0000-0002-6670-4874
  • Evan Mayo-Wilson: · ORCID https://orcid.org/0000-0001-6126-2459
  • Halil Kilicoglu: · ORCID https://orcid.org/0000-0003-3987-9393

Versions & associated materials

These items belong to this research work. Their individual titles, author lists, and source identifiers are preserved below.

AI-assisted Rigor Assessment in Published Biomedical Research: A Scoping Review of Variability in Definitions and Generalizability

Poster · 2026 · 9th World Conference on Research Integrity, Vancouver, BC, Canada

Guerra E; Menke J; Vorland CJ; Mayo-Wilson E; Kilicoglu H

Source notes
  • Guerra and Menke both have asterisks on manuscript byline; do not assume meaning without explicit footnote.
  • Scholar has duplicate records with differing author order for the same OSF yph8c resource. Canonical manuscript order above overrides the landing-page metadata order.

Metadata sources: OpenAlex, Google Scholar, CV. Classification is an editorial interpretation of the title, abstract, and supplied CV.