Toward assessing clinical trial publications for reporting transparency - ScienceDirect
peter.suber's bookmarks 2021-03-13
Summary:
"Highlights
- • We constructed a corpus of RCT publications annotated with CONSORT checklist items.
- • We developed text mining methods to identify methodology-related checklist items.
- • A BioBERT-based model performs best in recognizing adequately reported items.
- • A phrase-based method performs best in recognizing infrequently reported items.
- • The corpus and the text mining methods can be used to address reporting transparency...."