⚠️

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 →

John RocchiMD

Internal Medicine · Butler, PA 16001

NPI: 1306837091

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26

🟡 Moderate

ML Fraud Detection Score: 93%

Machine learning model identifies prescribing patterns consistent with confirmed fraud cases. This is a statistical indicator, not an accusation.

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Risk Flags

High antipsychotic prescribing (65+)Opioid + benzodiazepine co-prescriberExtreme fills per patient

Risk indicators are statistical patterns, not allegations. Learn more

44,697

Total Claims

$2.7M

Drug Cost

994

Beneficiaries

$2,714

Cost/Patient

Risk Score Breakdown 26/100

Low (0)Moderate (15)Elevated (30)High (50+)
Elderly antipsychotic prescribing+10
Opioid + benzodiazepine combo+8
High fills per patient+5

Score components are additive. Read full methodology

Peer Comparison vs. 110,156 Internal Medicine providers

-37%

Opioid rate vs peers

1.4% vs 2.2% avg

+92%

Cost per patient vs peers

$2,714 vs $1,411 avg

+23%

Brand preference vs peers

13.0% 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 93% indicates prescribing patterns with significant similarity to confirmed fraud cases. 19 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

1.4%

Opioid Rate

631

Opioid Claims

$22K

Opioid Cost

5.1%

Long-Acting Rate

Brand vs Generic

87% generic

Brand: 5,770 claims · $2.1M

Generic: 38,494 claims · $585K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Apixaban1,070$286K
Linagliptin691$203K
Empagliflozin332$172K
Dulaglutide108$150K
Rivaroxaban415$116K
Valbenazine Tosylate17$91K
Insulin Glargine,hum.Rec.Anlog406$87K
Mirabegron296$77K
Fluticasone/Umeclidin/Vilanter61$74K
Semaglutide60$64K
Fingolimod Hcl14$35K
Umeclidinium Brm/Vilanterol Tr49$33K
Pen Needle,dual Safety,diabetc306$30K
Sacubitril/Valsartan127$29K
Vortioxetine Hydrobromide71$29K

Prescribing Profile

247

Unique Drugs

$682K

IRA Negotiated Drugs

$229K

GLP-1 Drugs

26.0

Anomaly Score

Patient Profile

76

Avg Age

63%

Female

1.65

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 of wrongdoing.Methodology · About · Dispute this data