Risk scores are statistical indicators based on prescribing patterns compared to specialty peers. They are NOT allegations of fraud, misconduct, or improper care. Many legitimate medical reasons can explain outlier prescribing.
Read our methodology →🤖 ML Fraud Detection Score: 85%
Machine learning model identifies prescribing patterns consistent with confirmed fraud cases. This is a statistical indicator, not an accusation.
Risk Flags
Risk indicators are statistical patterns, not allegations. Learn more
10,220
Total Claims
$1.6M
Drug Cost
197
Beneficiaries
$8,128
Cost/Patient
Risk Score Breakdown 33/100
Score components are additive. Read full methodology
Peer Comparison vs. 218,535 Nurse Practitioner providers
-79%
Opioid rate vs peers
0.8% vs 3.8% avg
+592%
Cost per patient vs peers
$8,128 vs $1,174 avg
+106%
Brand preference vs peers
18.3% vs 8.9% avg
⚠️ Opioid + Benzodiazepine Co-Prescriber
This provider prescribes both opioids and benzodiazepines. The FDA has issued a Black Box Warning about the life-threatening risks of concurrent use.
🔎 Data Overview
ML fraud detection score of 85% indicates prescribing patterns with significant similarity to confirmed fraud cases. 17 out of 20 decision trees flagged this provider.
Cost per patient is 592% above the specialty average. Extreme cost outliers may indicate prescribing of unnecessarily expensive brand-name drugs or inappropriate drug utilization.
This provider co-prescribes opioids and benzodiazepines — a combination carrying an FDA Black Box Warning due to increased risk of respiratory depression and death. While sometimes clinically necessary, this combination requires careful justification.
Insights generated from CMS data analysis. Statistical patterns are not accusations — always consider clinical context.
Opioid Prescribing
0.8%
Opioid Rate
80
Opioid Claims
$2,602
Opioid Cost
—
Long-Acting Rate
Brand vs Generic
Brand: 1,846 claims · $1.2M
Generic: 8,255 claims · $366K
Top Prescribed Drugs
| Drug (Generic) | Claims | Cost |
|---|---|---|
| Adalimumab | 16 | $198K |
| Empagliflozin | 168 | $96K |
| Apixaban | 177 | $95K |
| Fluticasone/Umeclidin/Vilanter | 130 | $89K |
| Semaglutide | 72 | $71K |
| Dulaglutide | 56 | $54K |
| Paliperidone Palmitate | 15 | $35K |
| Rivaroxaban | 61 | $31K |
| Duloxetine Hcl | 314 | $27K |
| Denosumab | 16 | $26K |
| Insulin Glargine,hum.Rec.Anlog | 58 | $25K |
| Fluticasone/Vilanterol | 64 | $25K |
| Insulin Detemir | 26 | $23K |
| Vibegron | 48 | $22K |
| Liraglutide | 24 | $18K |
Prescribing Profile
Patient Profile
75
Avg Age
61%
Female
3.07
Avg Risk Score
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Data from CMS Medicare Part D Prescriber Public Use File, 2023. Risk scores are statistical indicators, not allegations.Methodology · About