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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.

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Cassandra WilliamsMD

Internal Medicine · Amherst, NY 14226

NPI: 1558546820

Share:

30

🟠 Elevated

Risk Flags

Elevated cost per beneficiaryHigh long-acting opioid rate vs peersHigh antipsychotic prescribing (65+)Extreme fills per patient

Risk indicators are statistical patterns, not allegations. Learn more

22,986

Total Claims

$3.0M

Drug Cost

425

Beneficiaries

$7,063

Cost/Patient

Risk Score Breakdown 30/100

Low (0)Moderate (15)Elevated (30)High (50+)
Elderly antipsychotic prescribing+10
Long-acting opioid rate+8
High fills per patient+5
Cost per patient outlier+3

Score components are additive. Read full methodology

Peer Comparison vs. 110,156 Internal Medicine providers

-82%

Opioid rate vs peers

0.4% vs 2.2% avg

+401%

Cost per patient vs peers

$7,063 vs $1,411 avg

+139%

Brand preference vs peers

25.4% vs 10.6% avg

Opioid Prescribing

0.4%

Opioid Rate

94

Opioid Claims

$4,397

Opioid Cost

26.6%

Long-Acting Rate

Brand vs Generic

75% generic

Brand: 5,814 claims · $2.3M

Generic: 17,089 claims · $746K

Patient Profile

73

Avg Age

57%

Female

2.81

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