⚠️

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 →

James ClementsM.D.

Family Practice · Glasgow, KY 42141

NPI: 1417367376

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24

🟡 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-prescriberHigh fills per patient

Risk indicators are statistical patterns, not allegations. Learn more

18,892

Total Claims

$2.3M

Drug Cost

719

Beneficiaries

$3,199

Cost/Patient

Risk Score Breakdown 24/100

Low (0)Moderate (15)Elevated (30)High (50+)
Elderly antipsychotic prescribing+10
Opioid + benzodiazepine combo+8
High fills per patient+3

Score components are additive. Read full methodology

Peer Comparison vs. 106,889 Family Practice providers

-56%

Opioid rate vs peers

1.1% vs 2.6% avg

+200%

Cost per patient vs peers

$3,199 vs $1,068 avg

+58%

Brand preference vs peers

14.2% 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

1.1%

Opioid Rate

213

Opioid Claims

$4,683

Opioid Cost

Long-Acting Rate

Brand vs Generic

86% generic

Brand: 2,661 claims · $1.9M

Generic: 16,080 claims · $376K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Semaglutide178$235K
Apixaban250$180K
Empagliflozin185$171K
Dapagliflozin Propanediol108$133K
Sitagliptin Phosphate98$126K
Dulaglutide72$113K
Rivaroxaban72$70K
Fluticasone/Umeclidin/Vilanter62$62K
Semaglutide28$51K
Tirzepatide42$48K
Linaclotide50$45K
Aripiprazole141$35K
Paliperidone Palmitate11$32K
Insulin Glargine,hum.Rec.Anlog27$31K
Cariprazine Hcl14$30K

Prescribing Profile

193

Unique Drugs

$698K

IRA Negotiated Drugs

$447K

GLP-1 Drugs

24.0

Anomaly Score

Patient Profile

71

Avg Age

47%

Female

1.40

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