Beyond Data Integrity: Why HAVEN's Quality Protocol Tackles the Clinical-Truth Gap

Cryptographic verification ensures data integrity, but it cannot detect the medical errors that matter most—such as wrong patient data, recording mistakes, or incorrect diagnoses. HAVEN addresses this critical gap with a 3-Gate Quality Protocol that grades clinical records based on provenance, structural completeness, and concept mapping. This systematic quality assessment enables researchers and AI systems to confidently filter and validate data for their specific needs.