⚠️

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 →

John MillerCNP

Nurse Practitioner · New Lexington, OH 43764

NPI: 1144239096

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15

🟡 Moderate

ML Fraud Detection Score: 90%

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-prescriber

Risk indicators are statistical patterns, not allegations. Learn more

8,654

Total Claims

$1.1M

Drug Cost

482

Beneficiaries

$2,258

Cost/Patient

Risk Score Breakdown 15/100

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

Score components are additive. Read full methodology

Peer Comparison vs. 218,535 Nurse Practitioner providers

+178%

Opioid rate vs peers

10.5% vs 3.8% avg

+92%

Cost per patient vs peers

$2,258 vs $1,174 avg

+61%

Brand preference vs peers

14.3% vs 8.9% 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 90% 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

10.5%

Opioid Rate

911

Opioid Claims

$51K

Opioid Cost

6.9%

Long-Acting Rate

Brand vs Generic

86% generic

Brand: 1,222 claims · $897K

Generic: 7,341 claims · $187K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Dapagliflozin Propanediol76$91K
Dulaglutide48$82K
Empagliflozin38$60K
Apixaban51$46K
Insulin Glargine,hum.Rec.Anlog61$34K
Sitagliptin Phosphate24$30K
Budesonide/Formoterol Fumarate34$27K
Cariprazine Hcl17$25K
Budesonide/Glycopyr/Formoterol23$25K
Tirzepatide18$21K
Linagliptin30$21K
Rivaroxaban20$20K
Fluticasone/Umeclidin/Vilanter25$20K
Oxycodone Hcl17$18K
Insulin Glargine,hum.Rec.Anlog30$17K

Prescribing Profile

144

Unique Drugs

$261K

IRA Negotiated Drugs

$103K

GLP-1 Drugs

15.0

Anomaly Score

Patient Profile

68

Avg Age

52%

Female

1.72

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