Study Replication
/replicate-studyNEWWhat it does
Replicate an existing cohort study on a different database. Extracts methodology from a source paper, maps variables via harmonization table, generates analysis code, and produces a replication difference report.
Highlights
- ✓5-phase workflow: source analysis → variable mapping → code generation → difference report → verification
- ✓Built-in KNHANES/NHANES harmonization table
- ✓Validated on Joo 2026 cross-national replication
Install this skill
git clone https://github.com/aperivue/medsci-skills.git
cp -r medsci-skills/skills/replicate-study ~/.claude/skills/Related skills
Reproducible Python/R code for 13 analysis types including regression, propensity score, and repeated measures. Calibration mandatory for prediction models.
Publication Figures/make-figuresJournal-spec figures and visual abstracts: ROC curves, forest plots, flow diagrams, Kaplan-Meier, and more.
Meta-Analysis/meta-analysisFull 8-phase systematic review and meta-analysis pipeline. DTA (bivariate/HSROC) and intervention MA with PRISMA-DTA compliance. Dual-extractor + cohort overlap detection.
Cross-National Comparison/cross-nationalEnd-to-end cross-national comparison study using parallel survey data. Variable harmonization, parallel weighted analysis (no data pooling), and country-stratified comparison tables.