⚠️

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 →

William McclungMD

Family Practice · Lexington, VA 24450

NPI: 1043214067

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15

🟡 Moderate

ML Fraud Detection Score: 84%

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

10,582

Total Claims

$1.1M

Drug Cost

862

Beneficiaries

$1,265

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. 106,889 Family Practice providers

-1%

Opioid rate vs peers

2.6% vs 2.6% avg

+18%

Cost per patient vs peers

$1,265 vs $1,068 avg

+21%

Brand preference vs peers

10.9% 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 84% 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

2.6%

Opioid Rate

271

Opioid Claims

$4,262

Opioid Cost

5.9%

Long-Acting Rate

Brand vs Generic

89% generic

Brand: 1,145 claims · $900K

Generic: 9,365 claims · $189K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Apixaban171$181K
Dulaglutide101$153K
Dapagliflozin Propanediol111$125K
Empagliflozin43$72K
Rivaroxaban28$33K
Insulin Glargine,hum.Rec.Anlog38$27K
Fluticasone/Vilanterol40$27K
Sitagliptin Phosphate23$26K
Semaglutide24$25K
Budesonide/Formoterol Fumarate35$21K
Fluticasone/Umeclidin/Vilanter22$15K
Insulin Detemir16$9,610
Atorvastatin Calcium574$8,164
Tiotropium Bromide14$7,837
Brexpiprazole27$6,338

Prescribing Profile

137

Unique Drugs

$437K

IRA Negotiated Drugs

$178K

GLP-1 Drugs

15.0

Anomaly Score

Patient Profile

77

Avg Age

47%

Female

0.96

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