---
license: mit
language:
- en
task_categories:
- text-classification
tags:
- healthcare
- procedures
- safety
pretty_name: "Clarus Procedure Prep Coherence v0.1"
dataset_id: "healthcare-procedure-consent-prep-coherence-risk-v0.1"
domain: healthcare_ops
pillar: procedure_flow
series: "HF-25"
coherence_pair:
  observable_a: procedure_indication_and_consent
  observable_b: prep_team_equipment_readiness
ground_truth: ground_truth_label
validation_status: pre_release
---
What this repo is for

Detect breakdown risk before procedures begin.

Tracks alignment between indication, consent, preparation, team readiness, and equipment.

Helps teams prevent wrong-site procedures, delays, and safety incidents.