⚠️

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 →

Bruce WilliamsD.O.

Family Practice · Philadelphia, PA 19121

NPI: 1033215322

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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

Opioid + benzodiazepine co-prescriberExtreme fills per patient

Risk indicators are statistical patterns, not allegations. Learn more

9,370

Total Claims

$979K

Drug Cost

287

Beneficiaries

$3,412

Cost/Patient

Risk Score Breakdown 15/100

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

Score components are additive. Read full methodology

Peer Comparison vs. 106,889 Family Practice providers

+147%

Opioid rate vs peers

6.4% vs 2.6% avg

+220%

Cost per patient vs peers

$3,412 vs $1,068 avg

+85%

Brand preference vs peers

16.7% 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 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

6.4%

Opioid Rate

597

Opioid Claims

$9,233

Opioid Cost

2.2%

Long-Acting Rate

Brand vs Generic

83% generic

Brand: 1,520 claims · $709K

Generic: 7,595 claims · $260K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Apixaban91$62K
Linaclotide111$58K
Buprenorphine Hcl/Naloxone Hcl204$53K
Budesonide/Formoterol Fumarate117$50K
Bictegrav/Emtricit/Tenofov Ala12$49K
Dapagliflozin Propanediol53$41K
Dulaglutide37$38K
Fluticasone/Umeclidin/Vilanter49$35K
Rivaroxaban58$35K
Buprenorphine Hcl/Naloxone Hcl58$32K
Empagliflozin40$31K
Insulin Glargine,hum.Rec.Anlog79$25K
Fluticasone Propion/Salmeterol37$20K
Umeclidinium Brm/Vilanterol Tr36$18K
Esomeprazole Magnesium58$15K

Prescribing Profile

134

Unique Drugs

$183K

IRA Negotiated Drugs

$38K

GLP-1 Drugs

15.0

Anomaly Score

Patient Profile

67

Avg Age

48%

Female

1.55

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