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: 98%
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
457
Total Claims
$61K
Drug Cost
17
Beneficiaries
$3,611
Cost/Patient
Risk Score Breakdown 11/100
Score components are additive. Read full methodology
Peer Comparison vs. 21,141 Psychiatry providers
+113%
Cost per patient vs peers
$3,611 vs $1,696 avg
-43%
Brand preference vs peers
2.8% 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.
Opioid Prescribing
2.8%
Opioid Rate
13
Opioid Claims
$279
Opioid Cost
—
Long-Acting Rate
Brand vs Generic
Brand: 13 claims · $23K
Generic: 444 claims · $38K
Top Prescribed Drugs
| Drug (Generic) | Claims | Cost |
|---|---|---|
| Buprenorphine Hcl/Naloxone Hcl | 78 | $22K |
| Dextroamphetamine/Amphetamine | 13 | $8,178 |
| Quetiapine Fumarate | 32 | $1,731 |
| Aripiprazole | 20 | $830 |
| Clonazepam | 40 | $595 |
| Dextroamphetamine/Amphetamine | 12 | $586 |
| Mirtazapine | 24 | $490 |
| Venlafaxine Hcl | 16 | $378 |
| Lorazepam | 39 | $367 |
| Alprazolam | 18 | $299 |
| Oxycodone Hcl | 13 | $279 |
| Trazodone Hcl | 32 | $156 |
| Escitalopram Oxalate | 17 | $117 |
| Temazepam | 12 | $114 |
| Zaleplon | 12 | $71 |
Prescribing Profile
15
Unique Drugs
11.0
Anomaly Score
Patient Profile
53
Avg Age
—
Female
2.19
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