⚠️

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 →

Melissa GregoryMD

Family Practice · Appomattox, VA 24522

NPI: 1073172490

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21

🟡 Moderate

ML Fraud Detection Score: 88%

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

11,588

Total Claims

$865K

Drug Cost

743

Beneficiaries

$1,164

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

-28%

Opioid rate vs peers

1.9% vs 2.6% avg

+9%

Cost per patient vs peers

$1,164 vs $1,068 avg

+1%

Brand preference vs peers

9.1% 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 88% 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

1.9%

Opioid Rate

215

Opioid Claims

$3,615

Opioid Cost

Long-Acting Rate

Brand vs Generic

91% generic

Brand: 1,043 claims · $674K

Generic: 10,468 claims · $186K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Apixaban115$96K
Semaglutide50$64K
Empagliflozin27$46K
Insulin Glargine,hum.Rec.Anlog48$44K
Dulaglutide35$41K
Insulin Detemir16$32K
Fluticasone/Umeclidin/Vilanter32$29K
Sacubitril/Valsartan25$24K
Insulin Lispro16$22K
Rivaroxaban33$21K
Dapagliflozin Propanediol18$21K
Fluticasone/Vilanterol31$17K
Insulin Aspart17$15K
Insulin Glargine,hum.Rec.Anlog22$14K
Sitagliptin Phos/Metformin Hcl14$13K

Prescribing Profile

147

Unique Drugs

$223K

IRA Negotiated Drugs

$105K

GLP-1 Drugs

21.0

Anomaly Score

Patient Profile

74

Avg Age

46%

Female

1.33

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