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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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Andrew IliffMD

Internal Medicine · Columbia, MO 65201

NPI: 1851654818

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30

🟠 Elevated

Risk Flags

High opioid rate vs specialty peersHigh cost outlier (population + peer)High long-acting opioid rate vs peersElevated antipsychotic prescribing (65+)

Risk indicators are statistical patterns, not allegations. Learn more

2,798

Total Claims

$4.6M

Drug Cost

416

Beneficiaries

$11K

Cost/Patient

Risk Score Breakdown 30/100

Low (0)Moderate (15)Elevated (30)High (50+)
Opioid rate vs specialty peers+10
Long-acting opioid rate+8
Cost per patient outlier+6
Elderly antipsychotic prescribing+5

Score components are additive. Read full methodology

Peer Comparison vs. 110,156 Internal Medicine providers

+449%

Opioid rate vs peers

12.3% vs 2.2% avg

+675%

Cost per patient vs peers

$11K vs $1,411 avg

Opioid Prescribing

12.3%

Opioid Rate

344

Opioid Claims

$18K

Opioid Cost

25.6%

Long-Acting Rate

Brand vs Generic

100% generic

Brand: 0 claims · $0

Generic: 2,331 claims · $425K

Patient Profile

73

Avg Age

58%

Female

1.91

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