⚠️

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 →

Matthew GrayMD

Family Practice · Cedar Rapids, IA 52403

NPI: 1053398982

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15

🟡 Moderate

ML Fraud Detection Score: 86%

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

Elevated antipsychotic prescribing (65+)Opioid + benzodiazepine co-prescriber

Risk indicators are statistical patterns, not allegations. Learn more

9,142

Total Claims

$853K

Drug Cost

690

Beneficiaries

$1,236

Cost/Patient

Risk Score Breakdown 15/100

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

Score components are additive. Read full methodology

Peer Comparison vs. 106,889 Family Practice providers

-32%

Opioid rate vs peers

1.8% vs 2.6% avg

+16%

Cost per patient vs peers

$1,236 vs $1,068 avg

+17%

Brand preference vs peers

10.6% 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 86% indicates prescribing patterns with significant similarity to confirmed fraud cases. 17 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

1.8%

Opioid Rate

161

Opioid Claims

$19K

Opioid Cost

7.5%

Long-Acting Rate

Brand vs Generic

89% generic

Brand: 956 claims · $706K

Generic: 8,099 claims · $141K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Semaglutide87$107K
Dulaglutide50$93K
Empagliflozin31$50K
Dapagliflozin Propanediol59$46K
Insulin Glargine/Lixisenatide29$44K
Rivaroxaban22$38K
Apixaban45$31K
Canagliflozin13$25K
Insulin Glargine,hum.Rec.Anlog17$24K
Insulin Glargine,hum.Rec.Anlog17$21K
Tirzepatide12$20K
Oxycodone Hcl11$18K
Linaclotide19$17K
Fluticasone/Vilanterol36$17K
Fluticasone/Umeclidin/Vilanter19$13K

Prescribing Profile

116

Unique Drugs

$164K

IRA Negotiated Drugs

$221K

GLP-1 Drugs

15.0

Anomaly Score

Patient Profile

73

Avg Age

52%

Female

1.03

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