ML Analysis — DEERS HEAD CENTER
CCN 212003 | Clustering + Distress + RCM Opportunity
🛡️ Public data only — no PHI permitted on this instance.
Investability Score
Pass — risk/return profile does not justify PE capital deployment at market multiples.
25
/ 100 (F)
Financial Health0/25
RCM Upside5/25
Market Position15/20
Demand Defensibility5/15
Operational Efficiency0/15
Entry Multiple: 6.0x – 8.5x
Est. MOIC: 1.5x
Risk Factors:
- Low occupancy (<30%) — demand risk
Catalysts:
- Strong commercial payer base protects revenue
- Limited competition supports pricing power
Margin Prediction (Trained Ridge Model)
-17.8%
R²=0.34 | n=4,907 | Grade B
Ridge regression trained on 4,907 HCRIS hospitals. 90% CI: [-46.1%, 10.5%]. P23 nationally.
| Driver | Value | Effect | Explanation | |
|---|---|---|---|---|
| Revenue/Bed | 0.000 | -0.2205 | Lower Revenue/Bed decreases predicted margin | |
| Expense/Bed | 368065.621 | +0.1588 | Higher Expense/Bed increases predicted margin | |
| Reimbursement Quality | 0.000 | +0.0580 | Higher Reimbursement Quality increases predicted m | |
| Net-to-Gross | 0.000 | -0.0413 | Lower Net-to-Gross decreases predicted margin | |
| Bed Utilization Value | 0.000 | -0.0290 | Lower Bed Utilization Value decreases predicted ma |
nan%
Distress Risk
$5.3M
RCM Opportunity
D
Opportunity Grade
nan%
Projected Margin
Distress Analysis
Risk: Unknown
National distress rate: 49.3%
MD distress rate: 60.8%
Model AUC: 0.629
| Factor | Value | Contribution | Direction |
|---|---|---|---|
| Occupancy Rate | 0.052 | +0.439 | ▲ risk |
| Medicaid Day Pct | 0.001 | -0.088 | ▼ risk |
| Medicare Day Pct | 0.242 | -0.015 | ▼ risk |
| Revenue Per Bed | nan | +nan | ▼ risk |
| Net To Gross Ratio | nan | +nan | ▼ risk |
| Beds | 66.000 | -0.011 | ▼ risk |
RCM Improvement Opportunity
Total (risk-adjusted): $5.3M
Current margin: nan%
Projected margin: nan%
Grade: D
Comps: 17
Gap analysis vs P75 peers with 60% closure assumption. Confidence-weighted by lever implementation difficulty.
| Lever | Current | Benchmark | Gap | Impact | Confidence | Timeline |
|---|---|---|---|---|---|---|
| Occupancy Improvement | 0.052 | 0.859 | 80.7% | $5.3M | 55% | 24mo |
Predicted RCM Performance (Public Data Only)
A
RCM Grade
Strong RCM profile — likely low-risk from an operations perspective. Focus diligence on growth thesis.
| Metric | Predicted | 90% CI | Percentile | Assessment |
|---|---|---|---|---|
| Denial Rate | 2.0% | [2.0%, 25.0%] | P0 | Strong — predicted denial rate is in the top third nationall |
| Days in AR | 29.7 | [25.0, 75.0] | P57 | Strong — predicted days in ar is in the top third nationally |
| Clean Claim Rate | 98.0% | [80.0%, 98.0%] | P0 | Strong — predicted clean claim rate is in the top third. |
| Net Collection Rate | 99.5% | [90.0%, 99.5%] | P8 | Strong — predicted net collection rate is in the top third. |