travissmith
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Research Evidence Review

record SYS04 evidence implementation reviewed
  • evidence-contracts
  • langgraph
  • evaluation
README.md Python

What I built

Built typed evidence models, registry corpus tools and a LangGraph workflow for discrepancy review, evaluated with constructed corruption cases.

Architecture sketch

  registry corpus ──► typed evidence ──► deterministic matching
                            │                       │
                            └── LangGraph ──► constructed evaluations
Implementation scope and verification

Typed evidence/finding models, registry parsing/corpus tooling, actual LangGraph, deterministic matching and constructed-corruption evaluations. VLM extraction, advocate extraction and database ingestion remain incomplete.

Research prototype for evidence-carrying discrepancy detection and human review. No real-trial accuracy, clinical standards expertise or regulated-production claim.

About the evidence

Based on source review and saved project artifacts. Recorded measurements apply to the stated model, dataset and configuration; they are not claims of a current production deployment.