Workflow for detecting biomedical articles with underlying open and restricted-access datasets.

ABSTRACT: To monitor the sharing of research data through repositories is increasingly of interest to institutions and funders, as well as from a meta-research perspective. Automated screening tools exist, but they are based on either narrow or vague definitions of open data. Where manual validation has been performed, it was based on a small article sample. At our biomedical research institution, we developed detailed criteria for such a screening, as well as a workflow which combines an automated and a manual step, and considers both fully open and restricted-access data. We use the results for an internal incentivization scheme, as well as for a monitoring in a dashboard. Here, we describe in detail our screening procedure and its validation, based on automated screening of 11035 biomedical resea

SUBMITTER: Iarkaeva A 

PROVIDER: S-EPMC11078384 | biostudies-literature | 2024

REPOSITORIES: biostudies-literature