Toward assessing clinical trial publications for reporting transparency - ScienceDirect
peter.suber's bookmarks 2021-03-09
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...."