#hl7fhir — Public Fediverse posts

"Logica, an intelligent platform for semantic interoperability" https://doi.org/10.37044/osf.io/92bc5_v2

#biohackathon #semantics #hl7fhir #BH26JP

"Logica is an interoperability platform that separates clinical meaning from physical data representation and separates language-model interpretation and reasoning from deterministic retrieval. A first language model interprets a clinical question through the COOL semantic graph. Explicit information requirements are compiled into Clinical Quality Language (CQL) over COOL, a logical representation of a query, bound to a physical backend (e.g., as a FHIR query or SQL query), and executed in code. Returned records are normalized into COOL evidence with source provenance before a second language model reasons over them." https://index.biohackrxiv.org/2026/09/20/92bc5.html