#automated-data-extraction
3 articles
5 Practices for Reproducible Data Extraction by Review Teams
Method first steps for review teams to produce machine readable extraction: pilot 3–5 studies, dual extract critical fields, validate LLMs.
Double Data Extraction for Reviewers, Practical Hybrid Workflow
Evidence-first guide for review teams on double data extraction. See what trials show about error reduction, when single extraction is enough, and how to...
Pilot 3–5 Studies: Data Extraction Table for Systematic Review Teams
For systematic review teams: build a codebook first extraction table, pilot on 3–5 studies, and verify AI assisted outputs before exporting analysis-ready...