Clinical Domain Presets
Domain: Pharmacology
Clinical Query / Prompt
ID: CLN-2026-088
Provide dosing adjustments and contraindication warnings for Metformin and SGLT2 inhibitors in a 68-year-old patient with Stage 4 Chronic Kidney Disease (eGFR 22 mL/min/1.73m²).
Model Response Span Annotation
Select text to attach clinical fault tags
Active Flag Mode:
⛔ Contraindication Violation
⚠️ Pharmacokinetic Error
🧬 Hallucinated Mechanism
📋 Guideline Divergence
Flagged Spans (0)
Domain Expert Gold-Standard Alignment
Evidence Tier:
Clinical Safety & RLHF Engine
18%
Safety Index
-4.25
RLHF Penalty
Composite evaluation of multi-axial clinical fidelity against FDA & Clinical Guidelines.
Multi-Axial Rubric Scoring
RLHF JSON-L Artifact
SHA256: VALID