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: 88%
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
18,523
Total Claims
$3.2M
Drug Cost
811
Beneficiaries
$3,917
Cost/Patient
Risk Score Breakdown 24/100
Score components are additive. Read full methodology
Peer Comparison vs. 110,156 Internal Medicine providers
+67%
Opioid rate vs peers
3.7% vs 2.2% avg
+178%
Cost per patient vs peers
$3,917 vs $1,411 avg
+50%
Brand preference vs peers
15.9% vs 10.6% 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 88% indicates prescribing patterns with significant similarity to confirmed fraud cases. 18 out of 20 decision trees flagged this provider.
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
3.7%
Opioid Rate
694
Opioid Claims
$46K
Opioid Cost
11.7%
Long-Acting Rate
Brand vs Generic
Brand: 2,924 claims · $2.8M
Generic: 15,432 claims · $357K
Top Prescribed Drugs
| Drug (Generic) | Claims | Cost |
|---|---|---|
| Apixaban | 237 | $273K |
| Dulaglutide | 108 | $182K |
| Fluticasone/Umeclidin/Vilanter | 151 | $171K |
| Empagliflozin | 140 | $159K |
| Rivaroxaban | 134 | $144K |
| Semaglutide | 89 | $123K |
| Adalimumab | 16 | $119K |
| Tirzepatide | 81 | $98K |
| Adalimumab | 12 | $90K |
| Canagliflozin | 81 | $88K |
| Dapagliflozin Propanediol | 66 | $79K |
| Finerenone | 48 | $59K |
| Insulin Aspart | 59 | $52K |
| Mirabegron | 44 | $41K |
| Insulin Degludec | 58 | $41K |
Prescribing Profile
Patient Profile
75
Avg Age
50%
Female
1.09
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