Short Reports

Text Mining of Methods Sections: What Gets Reported

  • Amara Osei
  • Lena Fischer
Published
December 1, 2025
Open Access
Text Mining of Methods Sections: What Gets Reported

Abstract

Methods sections are where reproducibility is won or lost. Using automated extraction across a large corpus, we quantify how often key parameters - sample size justification, software versions, exclusion criteria - are stated at all.

Keywords