parsemedicalexams

Comprehensive quality assessment for document extraction pipelines. Use when (1) After implementing extraction pipeline, (2) Before production deployment, (3) Periodic quality audits, (4) Investigating suspected quality issues, (5) Validating pipeline changes, (6) Benchmarking extraction accuracy across document types/eras. Performs stratified sampling, systematic verification, pattern analysis, and generates detailed quality reports.

Comprehensive quality assessment for document extraction pipelines. Use when (1) After implementing extraction pipeline, (2) Before production deployment, (3) Periodic quality audits, (4) Investigating suspected quality issues, (5) Validating pipeline changes, (6) Benchmarking extraction accuracy across document types/eras. Performs stratified sampling, systematic verification, pattern analysis, and generates detailed quality reports.