⚠️

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 →

Robert GrossmannMD

Family Practice · Centerville, OH 45459

NPI: 1053686683

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26

🟡 Moderate

ML Fraud Detection Score: 90%

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

11,441

Total Claims

$713K

Drug Cost

242

Beneficiaries

$2,946

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. 106,889 Family Practice providers

-50%

Opioid rate vs peers

1.3% vs 2.6% avg

+176%

Cost per patient vs peers

$2,946 vs $1,068 avg

+40%

Brand preference vs peers

12.6% vs 9.0% 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

🤖

ML fraud detection score of 90% 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

1.3%

Opioid Rate

148

Opioid Claims

$2,029

Opioid Cost

Long-Acting Rate

Brand vs Generic

87% generic

Brand: 1,428 claims · $464K

Generic: 9,935 claims · $248K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Apixaban390$136K
Empagliflozin105$46K
Rifaximin26$42K
Mirabegron89$31K
Dextromethorphan Hbr/Quinidine23$31K
Sitagliptin Phosphate51$20K
Memantine Hcl213$17K
Dulaglutide19$17K
Rivaroxaban54$16K
Insulin Glargine,hum.Rec.Anlog57$14K
Atorvastatin Calcium588$14K
Duloxetine Hcl204$9,928
Insulin Aspart20$8,925
Aripiprazole39$8,313
Vibegron32$7,207

Prescribing Profile

151

Unique Drugs

$231K

IRA Negotiated Drugs

$17K

GLP-1 Drugs

26.0

Anomaly Score

Patient Profile

82

Avg Age

72%

Female

2.48

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