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SR-TR-001
healthcare-staff-roster-demand-coherence-risk-v0.1
2,024
UK
hospital
yes
yes
yes
yes
no
yes
Roster matches demand and skill mix.
Is staffing coherence intact. Answer coherent or incoherent.
coherent
Capacity aligned to demand.
stable_flow
Synthetic
SR-TR-002
healthcare-staff-roster-demand-coherence-risk-v0.1
2,024
UK
hospital
yes
no
no
no
yes
no
High demand but understaffed.
Is staffing coherence intact. Answer coherent or incoherent.
incoherent
Coverage gap.
incident_risk
Synthetic
SR-TR-003
healthcare-staff-roster-demand-coherence-risk-v0.1
2,023
US
acute
yes
yes
yes
yes
no
yes
ICU skill mix correct.
Is staffing coherence intact. Answer coherent or incoherent.
coherent
Skills aligned.
stable_flow
Synthetic
SR-TR-004
healthcare-staff-roster-demand-coherence-risk-v0.1
2,023
US
acute
yes
no
no
no
yes
no
ICU staffed with wrong skill mix.
Is staffing coherence intact. Answer coherent or incoherent.
incoherent
Skill mismatch.
safety_risk
Synthetic
SR-TR-005
healthcare-staff-roster-demand-coherence-risk-v0.1
2,022
EU
hospital
yes
yes
yes
yes
no
yes
Shift fully covered.
Is staffing coherence intact. Answer coherent or incoherent.
coherent
Coverage stable.
stable_flow
Synthetic
SR-TR-006
healthcare-staff-roster-demand-coherence-risk-v0.1
2,022
EU
hospital
yes
no
no
no
yes
no
Agency gaps and missed breaks.
Is staffing coherence intact. Answer coherent or incoherent.
incoherent
Fatigue risk.
incident_risk
Synthetic
SR-TR-007
healthcare-staff-roster-demand-coherence-risk-v0.1
2,021
UK
hospital
yes
yes
yes
yes
no
yes
Winter surge but roster adjusted.
Is staffing coherence intact. Answer coherent or incoherent.
coherent
Adaptive roster.
stable_flow
Synthetic
SR-TR-008
healthcare-staff-roster-demand-coherence-risk-v0.1
2,021
UK
hospital
yes
no
no
no
yes
no
Unexpected absences not covered.
Is staffing coherence intact. Answer coherent or incoherent.
incoherent
Coverage failure.
incident_risk
Synthetic
SR-TR-009
healthcare-staff-roster-demand-coherence-risk-v0.1
2,020
Global
hospital
yes
yes
yes
yes
no
yes
Redeployed staff but skill matched.
Is staffing coherence intact. Answer coherent or incoherent.
coherent
Flow held.
stable_flow
Synthetic
SR-TR-010
healthcare-staff-roster-demand-coherence-risk-v0.1
2,020
Global
hospital
yes
no
no
no
yes
no
Redeployment without training.
Is staffing coherence intact. Answer coherent or incoherent.
incoherent
Skill risk.
incident_risk
Synthetic

What this repo is for

Detect staffing breakdown before patient care degrades.

Tracks alignment between demand, roster levels, skill mix, and coverage.

Helps hospitals prevent unsafe staffing, burnout spikes, and operational collapse.

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