⚠️

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 →

Jennifer BarbinMD

Internal Medicine · Sullivan, MO 63080

NPI: 1326160144

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18

🟡 Moderate

ML Fraud Detection Score: 85%

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

Elevated antipsychotic prescribing (65+)Opioid + benzodiazepine co-prescriberHigh fills per patient

Risk indicators are statistical patterns, not allegations. Learn more

23,001

Total Claims

$2.6M

Drug Cost

1,128

Beneficiaries

$2,291

Cost/Patient

Risk Score Breakdown 18/100

Low (0)Moderate (15)Elevated (30)High (50+)
Opioid + benzodiazepine combo+8
Elderly antipsychotic prescribing+5
High fills per patient+3

Score components are additive. Read full methodology

Peer Comparison vs. 110,156 Internal Medicine providers

+181%

Opioid rate vs peers

6.3% vs 2.2% avg

+62%

Cost per patient vs peers

$2,291 vs $1,411 avg

+42%

Brand preference vs peers

15.0% vs 10.6% 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 85% indicates prescribing patterns with significant similarity to confirmed fraud cases. 17 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

6.3%

Opioid Rate

1,448

Opioid Claims

$34K

Opioid Cost

Long-Acting Rate

Brand vs Generic

85% generic

Brand: 3,416 claims · $2.1M

Generic: 19,287 claims · $447K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Semaglutide249$309K
Apixaban203$196K
Dulaglutide75$112K
Dapagliflozin Propanediol110$110K
Empagliflozin80$100K
Fluticasone/Umeclidin/Vilanter117$98K
Umeclidinium Brm/Vilanterol Tr120$79K
Insulin Degludec78$72K
Rivaroxaban80$72K
Insulin Detemir49$71K
Evolocumab58$54K
Tirzepatide46$51K
Linagliptin52$48K
Insulin Lispro48$41K
Sitagliptin Phosphate39$41K

Prescribing Profile

205

Unique Drugs

$546K

IRA Negotiated Drugs

$486K

GLP-1 Drugs

18.0

Anomaly Score

Patient Profile

70

Avg Age

65%

Female

1.63

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