Benchmark Suite

SCRIMED CODE pt. 4

Hybrid Retrieval Engine

SCRIMED Hybrid Retrieval is a synthetic/no-PHI retrieval architecture layer. Clinical settings require citations and evidence; the system must not answer clinical questions without evidence and does not authorize diagnosis, treatment, prescribing, EHR writeback, or payer submission.

Statusscrimed-hybrid-retrieval-active-synthetic-no-phi
Ranked sources3
Citationsrequired
Clinical answerevidence required

Unified Ranking

0.32*bm25 + 0.38*vector + ontology + graph + trustTier

rank 1

Reviewed clinical guideline summary placeholder

Do not answer clinical questions without evidence. Cite sources, expose uncertainty, and route high-risk content to human review.

reviewed
  • Unified score: 0.844
  • BM25: 0.78; vector: 0.8
  • Ontology boost: 0.1; graph boost: 0.09
  • Audit hash: scrimed-intel-1fcbd15b
rank 2

FHIR Observation semantic mapping fixture

Do not answer clinical questions without evidence. Cite sources, expose uncertainty, and route high-risk content to human review.

synthetic_fixture
  • Unified score: 0.803
  • BM25: 0.7; vector: 0.84
  • Ontology boost: 0.12; graph boost: 0.1
  • Audit hash: scrimed-intel-aafcec45
rank 3

Synthetic prior authorization policy criteria

Do not answer clinical questions without evidence. Cite sources, expose uncertainty, and route high-risk content to human review.

internal_policy
  • Unified score: 0.771
  • BM25: 0.82; vector: 0.76
  • Ontology boost: 0.08; graph boost: 0.06
  • Audit hash: scrimed-intel-956ab0f2