NY0399 · 78M

ICU · Cardiology · Heart failure
Worklist
NY0399 Elevated
78M · Cardiology
Heart failure
ICU · from ED · Medicaid
LOS vs expected (GMLOS)
-2.0d
day 1 · GMLOS 3.0d · predicted d5
Barrier families
AU Authorization
Prediction
Day 3–5
Low confidence
risk 0.526 · 4d remaining
Why this window
No strong drivers in administrative data.
Patient-flow timelineadmission → resolution → window
  • Day 0
    Admission
    ED → Cardiology, ICU. Dx: Heart failure. From ED.
  • Day 0
    Prediction
    Elevated excess-LOS risk · risk 0.526 · conf 0.552. Drivers: none.
  • Day 0
    Barriers detected
    Insurance prior-auth (p=0.6, ETA 2.0d)
  • Due Day 2
    Action routed → Utilization-Review Nurse
    Insurance prior-auth: Open prior-auth; submit clinical docs to payer; track determination. [Open]
  • Day 3–5
    Projected discharge window
    Operational estimate (synthetic). Not a clinical claim.
Route actions0/1 closed
Insurance prior-authOpen
→ Utilization-Review Nurse · due d2
De-identified NY SPARCS · admin-baseline model · not a clinical claim · calibration gap disclosed · fairness gate →