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: Very High
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
11,905
Total Claims
$1.4M
Drug Cost
532
Beneficiaries
$2,573
Cost/Patient
Risk Score Breakdown 24/100
Score components are additive. Read full methodology
Peer Comparison vs. 21,141 Psychiatry providers
+52%
Cost per patient vs peers
$2,573 vs $1,696 avg
-17%
Brand preference vs peers
4.1% vs 5.0% 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
Our machine learning model — trained on 281 confirmed fraud cases — gives this provider a "Very High" fraud-pattern score. All 20 decision trees in our ensemble model agree that this provider's prescribing patterns resemble those of confirmed fraud cases. This is a statistical finding, not an accusation.
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.
Brand vs Generic
Brand: 486 claims · $839K
Generic: 11,419 claims · $530K
Top Prescribed Drugs
| Drug (Generic) | Claims | Cost |
|---|---|---|
| Tasimelteon | 14 | $356K |
| Paliperidone Palmitate | 79 | $202K |
| Aripiprazole | 457 | $84K |
| Olanzapine/Samidorphan Malate | 33 | $52K |
| Divalproex Sodium | 526 | $39K |
| Iloperidone | 13 | $33K |
| Vortioxetine Hydrobromide | 36 | $28K |
| Ziprasidone Hcl | 128 | $24K |
| Quetiapine Fumarate | 707 | $21K |
| Dextromethorphan Hbr/Quinidine | 12 | $19K |
| Modafinil | 49 | $19K |
| Olanzapine | 581 | $17K |
| Trazodone Hcl | 914 | $17K |
| Cariprazine Hcl | 11 | $17K |
| Carbamazepine | 88 | $16K |
Prescribing Profile
80
Unique Drugs
24.0
Anomaly Score
Patient Profile
59
Avg Age
54%
Female
1.47
Avg Risk Score
Explore More
Data from CMS Medicare Part D Prescriber Public Use File, 2023. Risk scores are statistical indicators, not allegations.Methodology · About