FIELD NOTES / Clinical Data Science
TRACER
Active DevelopmentEvidence B
Link survey waves while preserving conflicts and identity constraints.
Last reviewed 2026-10-19 · Non-sensitive overview of private work
Overview
Longitudinal record linkage · TRACER
Link survey waves while preserving conflicts and identity constraints.
Research Question
Link survey waves while preserving conflicts and identity constraints.
Technical Approach
Confidence-stratified graph linkage with conflict-aware components and synthetic/public benchmarks.
PythonRecord linkageUnit tests
My Contribution
Developed linkage and reproducibility workflows.
Evidence
- Repository core, dependency and test/development records inspected during the 2026-10-19 audit. Evidence levels describe the available record, not clinical effectiveness.
Outputs
- Code and documented development artifacts. Private source and study data are not redistributed.
Current Status
Active DevelopmentEvidence B
Development evidence is available; no claim of clinical utility or production readiness is made.
Related Publications
No project-specific peer-reviewed publication is listed. Ongoing work is kept separate from the published bibliography.