Literature search and evidence synthesis
Keep search queries, source locations and disagreements; state which full texts were actually read.
Medicine & public health
Work from medical research questions through evidence, protocols, controlled analysis, manuscripts and peer-review materials.
Start with a focused task
Research questions, protocols and ethics readiness
State the question, assumptions, design and comparison conditions; flag choices needing researcher review.
Research data quality and preparation
Check variables, units, missing values, duplicates and provenance; record changes without silent imputation or deletion.
Statistics with approved methods
Check material and method suitability first; execute required calculations and deliver code, results and limitations.
Bias and sensitivity checks
Use independent checks, alternative explanations or applicable sensitivity checks; report failure conditions and unresolved issues.
Research tables and scientific figures
Create figures and tables from checked results with units, captions and sources; retain reusable code.
Manuscript writing and citation checks
Draft from actual materials and results, check numbers and citations, and identify drafts and unknowns.
Peer review, revision and defense
Deliver issue lists, point-by-point responses or presentation material; distinguish corrections, missing evidence and unresolved issues.
Current scope
Statistics are limited to supported, reviewed methods. Patient data require lawful authorization, de-identification, and ethics documentation. No clinical advice or acceptance guarantees.
Research examples
Browse research outputs and find a starting point for your task.