⚠️

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 RymerM.D.

Internal Medicine · Boca Raton, FL 33496

NPI: 1790058402

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46

🟠 Elevated

Risk Flags

Extreme opioid rate vs specialty peers95th percentile opioid prescribingHigh long-acting opioid rate vs peersHigh fills per patient

Risk indicators are statistical patterns, not allegations. Learn more

1,271

Total Claims

$119K

Drug Cost

56

Beneficiaries

$2,121

Cost/Patient

Risk Score Breakdown 46/100

Low (0)Moderate (15)Elevated (30)High (50+)
Opioid rate vs specialty peers+25
Opioid rate (national percentile)+10
Long-acting opioid rate+8
High fills per patient+3

Score components are additive. Read full methodology

Peer Comparison vs. 110,156 Internal Medicine providers

+2322%

Opioid rate vs peers

54.2% vs 2.2% avg

+50%

Cost per patient vs peers

$2,121 vs $1,411 avg

+15%

Brand preference vs peers

12.3% vs 10.6% avg

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

🔎 Data Overview

⚠️

Opioid prescribing rate is 2,322% above the average for Internal Medicine providers. While some providers legitimately treat pain-heavy populations, deviations of this magnitude are rare and warrant examination.

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

Opioid Prescribing

54.2%

Opioid Rate

689

Opioid Claims

$99K

Opioid Cost

44.8%

Long-Acting Rate

This provider's opioid prescribing rate of 54.2% is above the 20% threshold that CMS considers elevated.

Brand vs Generic

88% generic

Brand: 156 claims · $83K

Generic: 1,115 claims · $36K

Patient Profile

62

Avg Age

45%

Female

1.99

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