⚠️

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 →

Jeremy ElliottDO

Family Practice · Johnson City, TN 37604

NPI: 1124043120

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21

🟡 Moderate

ML Fraud Detection Score: 93%

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

10,620

Total Claims

$1.1M

Drug Cost

582

Beneficiaries

$1,944

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

+135%

Opioid rate vs peers

6.1% vs 2.6% avg

+82%

Cost per patient vs peers

$1,944 vs $1,068 avg

+34%

Brand preference vs peers

12.1% 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 93% indicates prescribing patterns with significant similarity to confirmed fraud cases. 19 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

6.1%

Opioid Rate

643

Opioid Claims

$21K

Opioid Cost

4.8%

Long-Acting Rate

Brand vs Generic

88% generic

Brand: 1,268 claims · $865K

Generic: 9,239 claims · $257K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Dulaglutide64$82K
Semaglutide70$80K
Empagliflozin71$80K
Fluticasone/Umeclidin/Vilanter49$50K
Apixaban55$41K
Insulin Glargine,hum.Rec.Anlog57$27K
Insulin Degludec31$27K
Tirzepatide23$25K
Linaclotide27$24K
Insulin Aspart34$22K
Dexlansoprazole33$21K
Rivaroxaban23$20K
Insulin Detemir35$20K
Tiotropium Br/Olodaterol Hcl32$19K
Insulin Lispro17$15K

Prescribing Profile

172

Unique Drugs

$164K

IRA Negotiated Drugs

$188K

GLP-1 Drugs

21.0

Anomaly Score

Patient Profile

70

Avg Age

49%

Female

1.45

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