⚠️

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 →

Gary ClayMD

Family Practice · Bellows Falls, VT 5101

NPI: 1013980325

Share:

23

🟡 Moderate

🤖 ML Fraud Detection Score: 89%

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

Learn more →

Risk Flags

Elevated long-acting opioid rateElevated antipsychotic prescribing (65+)Opioid + benzodiazepine co-prescriberHigh fills per patient

Risk indicators are statistical patterns, not allegations. Learn more

9,866

Total Claims

$1.0M

Drug Cost

515

Beneficiaries

$1,953

Cost/Patient

Risk Score Breakdown 23/100

Low (0)Moderate (15)Elevated (30)High (50+)
Opioid + benzodiazepine combo+8
Elderly antipsychotic prescribing+5
Long-acting opioid rate+4
High fills per patient+3

Score components are additive. Read full methodology

Peer Comparison vs. 106,889 Family Practice providers

+62%

Opioid rate vs peers

4.2% vs 2.6% avg

+83%

Cost per patient vs peers

$1,953 vs $1,068 avg

+59%

Brand preference vs peers

14.3% 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

🤖

ML fraud detection score of 89% 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

4.2%

Opioid Rate

411

Opioid Claims

$22K

Opioid Cost

20.0%

Long-Acting Rate

Brand vs Generic

86% generic

Brand: 1,390 claims · $787K

Generic: 8,351 claims · $212K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Apixaban104$77K
Dulaglutide59$68K
Sitagliptin Phosphate68$52K
Rivaroxaban45$51K
Fluticasone/Umeclidin/Vilanter38$36K
Semaglutide18$34K
Empagliflozin23$31K
Insulin Glargine,hum.Rec.Anlog36$19K
Fluticasone Propion/Salmeterol25$18K
Esomeprazole Magnesium12$18K
Insulin Glargine,hum.Rec.Anlog53$17K
Insulin Aspart14$16K
Liraglutide13$15K
Oxycodone Hcl18$15K
Insulin Degludec28$14K

Prescribing Profile

151

Unique Drugs

$227K

IRA Negotiated Drugs

$117K

GLP-1 Drugs

23.0

Anomaly Score

Patient Profile

71

Avg Age

46%

Female

1.04

Avg Risk Score

Explore More

Data from CMS Medicare Part D Prescriber Public Use File, 2023. Risk scores are statistical indicators, not allegations.Methodology · About