⚠️

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 →

Gregory DyeM.D.

Family Practice · Harlan, KY 40831

NPI: 1275528937

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26

🟡 Moderate

ML Fraud Detection Score: 96%

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

33,042

Total Claims

$2.5M

Drug Cost

817

Beneficiaries

$3,107

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

+42%

Opioid rate vs peers

3.7% vs 2.6% avg

+191%

Cost per patient vs peers

$3,107 vs $1,068 avg

+14%

Brand preference vs peers

10.3% 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

🤖

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

3.7%

Opioid Rate

1,213

Opioid Claims

$30K

Opioid Cost

4.9%

Long-Acting Rate

Brand vs Generic

90% generic

Brand: 3,373 claims · $2.0M

Generic: 29,366 claims · $552K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Apixaban255$167K
Semaglutide100$116K
Rifaximin37$111K
Empagliflozin167$106K
Insulin Glargine,hum.Rec.Anlog103$101K
Linaclotide155$95K
Dextromethorphan Hbr/Quinidine81$85K
Fluticasone/Umeclidin/Vilanter78$71K
Sitagliptin Phosphate94$64K
Budesonide/Formoterol Fumarate105$63K
Pimavanserin Tartrate12$59K
Dulaglutide38$59K
Rivaroxaban77$59K
Epoetin Alfa21$50K
Tirzepatide38$47K

Prescribing Profile

254

Unique Drugs

$490K

IRA Negotiated Drugs

$222K

GLP-1 Drugs

26.0

Anomaly Score

Patient Profile

71

Avg Age

53%

Female

1.36

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