⚠️

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 →

Jonathan LillyMD

Family Practice · Dunbar, WV 25064

NPI: 1073574414

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21

🟡 Moderate

🤖 ML Fraud Detection Score: 91%

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

Learn more →

Risk Flags

High antipsychotic prescribing (65+)Opioid + benzodiazepine co-prescriber

Risk indicators are statistical patterns, not allegations. Learn more

17,399

Total Claims

$1.9M

Drug Cost

1,037

Beneficiaries

$1,873

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

+90%

Opioid rate vs peers

4.9% vs 2.6% avg

+75%

Cost per patient vs peers

$1,873 vs $1,068 avg

+39%

Brand preference vs peers

12.5% 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 91% 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

4.9%

Opioid Rate

854

Opioid Claims

$19K

Opioid Cost

10.5%

Long-Acting Rate

Brand vs Generic

88% generic

Brand: 2,159 claims · $1.7M

Generic: 15,047 claims · $255K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Apixaban151$142K
Semaglutide99$139K
Semaglutide82$136K
Empagliflozin82$113K
Dulaglutide49$98K
Tirzepatide73$86K
Rivaroxaban65$77K
Sitagliptin Phosphate48$63K
Insulin Degludec26$59K
Rifaximin31$53K
Insulin Glargine,hum.Rec.Anlog45$48K
Dapagliflozin Propanediol58$48K
Insulin Aspart51$43K
Sacubitril/Valsartan22$34K
Evolocumab40$32K

Prescribing Profile

197

Unique Drugs

$522K

IRA Negotiated Drugs

$459K

GLP-1 Drugs

21.0

Anomaly Score

Patient Profile

75

Avg Age

58%

Female

1.70

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.Methodology · About