Contraindication

Updated February 22, 2026

Contraindication describes how warnings, interaction checks, contraindications, and stop conditions are handled for safer use in Unfair.

Why it matters

This term identifies risk checks that may require dose changes, cycle changes, or direct clinician input.

Unfair uses this term in warning banners, interaction prompts, and recommendation guardrails before stack activation.

Interaction Risk describes how warnings, interaction checks, contraindications, and stop conditions are handled for safer use in Unfair.

Clinician Consult describes how warnings, interaction checks, contraindications, and stop conditions are handled for safer use in Unfair.

Recommendation Engine describes how recommendation scoring, confidence, rationale text, and evidence metadata are generated in Unfair.