Data Room — UNITED HOSPITAL
CCN 240038 | 0 seller-confirmed | 3 ML-only | 0 data points entered
🛡️ Public data only — no PHI permitted on this instance.
3
Total Metrics
0
Seller-Confirmed
3
ML-Predicted Only
0
Data Points Entered
18
Available Metrics
Enter Seller Data
Enter actual KPIs from the seller data room. Each entry triggers Bayesian recalibration — our ML predictions update, confidence intervals narrow, and the EBITDA bridge recalculates automatically.
Calibrated Metrics — ML Prediction vs Seller Data
Each metric shows three values: our ML prediction (prior), the seller's reported value, and the Bayesian posterior that blends both. With strong seller data (n > 100), the posterior converges to seller. With weak data, it stays near the ML prediction. The shrinkage bar shows the weight: green = seller data, amber = ML prior.
| Metric | ML Predicted | Seller | Calibrated | 90% CI | Delta | Data/Prior | Source |
|---|---|---|---|---|---|---|---|
| Clean Claim Rate | 98.0% | — | 98.0% | [78.4%, 117.6%] | ML ONLY | ||
| Days in AR | 25.0 | — | 25.0 | [20.0, 30.0] | ML ONLY | ||
| Denial Rate | 2.0% | — | 2.0% | [1.6%, 2.4%] | ML ONLY |