Worklist
NY0322
Elevated
78F · Medicine
Viral infection
Telemetry · from ED · Dual
Viral infection
Telemetry · from ED · Dual
LOS vs expected (GMLOS)
+2.0d
day 5 · GMLOS 3.0d · predicted d5
Barrier families
CL Clinical readiness
AU Authorization
TR Logistics
Prediction
Day 5–5
Low confidence
risk 0.57 · 0d remaining
Why this window
No strong drivers in administrative data.
Patient-flow timelineadmission → resolution → window
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Day 0AdmissionED → Medicine, Telemetry. Dx: Viral infection. From ED.
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Day 0PredictionElevated excess-LOS risk · risk 0.57 · conf 0.641. Drivers: none.
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Day 0Barriers detectedPT/OT clearance (p=0.6, ETA 1.0d); Insurance prior-auth (p=0.6, ETA 2.0d); DME / equipment (p=0.4, ETA 1.0d)
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Due Day 1Action routed → Rehab CoordinatorPT/OT clearance: Order PT/OT eval; book earliest slot; capture clearance. [Open]
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Due Day 2Action routed → Utilization-Review NurseInsurance prior-auth: Open prior-auth; submit clinical docs to payer; track determination. [Open]
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Due Day 1Action routed → Case ManagerDME / equipment: Confirm DME need; place order; verify delivery before discharge. [Open]
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Day 5–5Projected discharge windowOperational estimate (synthetic). Not a clinical claim.
Route actions0/3 closed
PT/OT clearanceOpen
→ Rehab Coordinator · due d1
Insurance prior-authOpen
→ Utilization-Review Nurse · due d2
DME / equipmentOpen
→ Case Manager · due d1
De-identified NY SPARCS · admin-baseline model · not a clinical claim · calibration gap disclosed · fairness gate →