py_codelist_comparator is a Python app for the OHDSI "Minds Meet Machines" challenge, a live, blinded, randomized experiment comparing human vs. AI medical concepts. It has a high-performance data pipeline, a scalable adjudication interface for 100+ users, and a real-time visualization dashboard to ensure citable, scientific integrity. - View it on GitHub