⚠️

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 ForneyMD

Family Practice · Millersburg, PA 17061

NPI: 1437314895

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31

🟠 Elevated

🤖 ML Fraud Detection Score: 93%

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

Learn more →

Risk Flags

Elevated long-acting opioid rateHigh antipsychotic prescribing (65+)Opioid + benzodiazepine co-prescriberExtreme fills per patient

Risk indicators are statistical patterns, not allegations. Learn more

18,128

Total Claims

$1.1M

Drug Cost

537

Beneficiaries

$2,012

Cost/Patient

Risk Score Breakdown 31/100

Low (0)Moderate (15)Elevated (30)High (50+)
Elderly antipsychotic prescribing+10
Opioid + benzodiazepine combo+8
High fills per patient+5
Long-acting opioid rate+4

Score components are additive. Read full methodology

Peer Comparison vs. 106,889 Family Practice providers

-42%

Opioid rate vs peers

1.5% vs 2.6% avg

+88%

Cost per patient vs peers

$2,012 vs $1,068 avg

-2%

Brand preference vs peers

8.8% 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

1.5%

Opioid Rate

270

Opioid Claims

$12K

Opioid Cost

18.5%

Long-Acting Rate

Brand vs Generic

91% generic

Brand: 1,597 claims · $865K

Generic: 16,482 claims · $213K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Dulaglutide124$145K
Apixaban382$125K
Interferon Beta-1a11$93K
Empagliflozin92$68K
Insulin Aspart34$30K
Rivaroxaban27$29K
Sitagliptin Phosphate26$28K
Linagliptin20$21K
Mirabegron116$20K
Fluticasone/Umeclidin/Vilanter24$18K
Insulin Glargine,hum.Rec.Anlog45$15K
Lipase/Protease/Amylase55$14K
Sitagliptin Phos/Metformin Hcl18$14K
Atorvastatin Calcium1,201$13K
Metoprolol Succinate690$9,227

Prescribing Profile

158

Unique Drugs

$280K

IRA Negotiated Drugs

$145K

GLP-1 Drugs

31.0

Anomaly Score

Patient Profile

75

Avg Age

56%

Female

1.32

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