3 papers
cs.AI2026
Authoring and Management of Transparent Research Integrity Assessments of Randomised Clinical Trial Publications Using LLM-assisted Tools and Provenance Knowledge Graphs
Milan Markovic, Goutham Indukuri, Somayajulu Sripada +7
Systematic reviews of Randomised Controlled Trials (RCTs) are routinely used as evidence for clinical care guidelines. Such evidence has to meet high research integrity standards t…
cs.LG2026
A Multivariate Bernoulli-Based Sampling Method for Multi-Label Data with Application to Meta-Research
Simon Chung, Colby J. Vorland, Donna L. Maney +1
Datasets may contain observations with multiple labels. If the labels are not mutually exclusive, and if the labels vary greatly in frequency, obtaining a sample that includes suff…
cs.SE2025
Use as Directed? A Comparison of Software Tools Intended to Check Rigor and Transparency of Published Work
Peter Eckmann, Adrian Barnett, Alexandra Bannach-Brown +17
The causes of the reproducibility crisis include lack of standardization and transparency in scientific reporting. Checklists such as ARRIVE and CONSORT seek to improve transparenc…