---
license: mit
language:
- en
task_categories:
- text-classification
tags:
- healthcare
- staffing
- workforce
pretty_name: "Clarus Staffing Roster Coherence v0.1"
dataset_id: "healthcare-staffing-roster-coherence-risk-v0.1"
domain: healthcare_ops
pillar: staffing
series: "HF-16"
coherence_pair:
  observable_a: roster_and_skill_mix
  observable_b: patient_acuity_and_workload
ground_truth: ground_truth_label
validation_status: pre_release
---
What this repo is for

detect staffing shortfalls early

prevent unsafe ratios

manage agency reliance

reduce overtime fatigue

support workforce planning