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: 91%
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
14,384
Total Claims
$881K
Drug Cost
499
Beneficiaries
$1,765
Cost/Patient
Risk Score Breakdown 24/100
Score components are additive. Read full methodology
Peer Comparison vs. 110,156 Internal Medicine providers
+93%
Opioid rate vs peers
4.3% vs 2.2% avg
+25%
Cost per patient vs peers
$1,765 vs $1,411 avg
-17%
Brand preference vs peers
8.8% 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 91% 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
4.3%
Opioid Rate
622
Opioid Claims
$14K
Opioid Cost
1.9%
Long-Acting Rate
Brand vs Generic
Brand: 1,259 claims · $606K
Generic: 13,047 claims · $271K
Top Prescribed Drugs
| Drug (Generic) | Claims | Cost |
|---|---|---|
| Apixaban | 158 | $88K |
| Semaglutide | 66 | $67K |
| Sitagliptin Phosphate | 54 | $56K |
| Empagliflozin | 42 | $35K |
| Insulin Lispro | 24 | $32K |
| Linagliptin | 27 | $19K |
| Sitagliptin Phos/Metformin Hcl | 13 | $19K |
| Insulin Glargine,hum.Rec.Anlog | 15 | $18K |
| Rivaroxaban | 33 | $18K |
| Divalproex Sodium | 13 | $14K |
| Potassium Chloride | 470 | $13K |
| Insulin Glargine,hum.Rec.Anlog | 19 | $13K |
| Insulin Aspart Prot/Insuln Asp | 17 | $13K |
| Sacubitril/Valsartan | 22 | $12K |
| Gabapentin | 404 | $9,418 |
Prescribing Profile
Patient Profile
72
Avg Age
60%
Female
1.72
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