⚠️

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 EdwardsMD

Family Practice · Roseville, MI 48066

NPI: 1073597985

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21

🟡 Moderate

ML Fraud Detection Score: 91%

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-prescriber

Risk indicators are statistical patterns, not allegations. Learn more

9,688

Total Claims

$955K

Drug Cost

680

Beneficiaries

$1,405

Cost/Patient

Risk Score Breakdown 21/100

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

Score components are additive. Read full methodology

Peer Comparison vs. 106,889 Family Practice providers

-52%

Opioid rate vs peers

1.2% vs 2.6% avg

+32%

Cost per patient vs peers

$1,405 vs $1,068 avg

+33%

Brand preference vs peers

11.9% 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 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

1.2%

Opioid Rate

120

Opioid Claims

$1,788

Opioid Cost

Long-Acting Rate

Brand vs Generic

88% generic

Brand: 1,145 claims · $751K

Generic: 8,458 claims · $202K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Dulaglutide56$101K
Apixaban91$97K
Empagliflozin61$86K
Semaglutide52$67K
Sitagliptin Phosphate39$58K
Fluticasone/Umeclidin/Vilanter32$37K
Rivaroxaban27$29K
Dapagliflozin Propanediol31$24K
Mirabegron21$22K
Insulin Glargine,hum.Rec.Anlog29$19K
Tiotropium Bromide18$17K
Tirzepatide11$11K
Icosapent Ethyl18$11K
Insulin Aspart11$9,925
Atorvastatin Calcium559$9,865

Prescribing Profile

146

Unique Drugs

$303K

IRA Negotiated Drugs

$179K

GLP-1 Drugs

21.0

Anomaly Score

Patient Profile

73

Avg Age

39%

Female

1.22

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