⚠️

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 JangroD.O.

Psychiatry · Philadelphia, PA 19107

NPI: 1487802492

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33

🟠 Elevated

🤖 ML Fraud Detection Score: 85%

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

Extreme opioid rate vs specialty peersHigh long-acting opioid rate vs peers

Risk indicators are statistical patterns, not allegations. Learn more

209

Total Claims

$7,928

Drug Cost

24

Beneficiaries

$330

Cost/Patient

Risk Score Breakdown 33/100

Low (0)Moderate (15)Elevated (30)High (50+)
Opioid rate vs specialty peers+25
Long-acting opioid rate+8

Score components are additive. Read full methodology

Peer Comparison vs. 21,141 Psychiatry providers

-81%

Cost per patient vs peers

$330 vs $1,696 avg

⚠️ This provider has metrics more than 3 standard deviations above their specialty average in one or more categories.

🔎 Data Overview

🤖

ML fraud detection score of 85% indicates prescribing patterns with significant similarity to confirmed fraud cases. 17 out of 20 decision trees flagged this provider.

Insights generated from CMS data analysis. Statistical patterns are not accusations — always consider clinical context.

Opioid Prescribing

16.7%

Opioid Rate

35

Opioid Claims

$983

Opioid Cost

54.3%

Long-Acting Rate

Brand vs Generic

100% generic

Brand: 0 claims · $0

Generic: 203 claims · $7,787

Patient Profile

61

Avg Age

Female

2.07

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