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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.

Read our methodology →

Jennifer CollinsMD

Family Practice · Oklahoma City, OK 73102

NPI: 1063672277

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38

🟠 Elevated

Risk Flags

Extreme opioid rate vs specialty peers90th percentile opioid prescribingHigh long-acting opioid rate vs peers

Risk indicators are statistical patterns, not allegations. Learn more

1,653

Total Claims

$80K

Drug Cost

155

Beneficiaries

$517

Cost/Patient

Risk Score Breakdown 38/100

Low (0)Moderate (15)Elevated (30)High (50+)
Opioid rate vs specialty peers+25
Long-acting opioid rate+8
Opioid rate (national percentile)+5

Score components are additive. Read full methodology

Peer Comparison vs. 106,889 Family Practice providers

+1333%

Opioid rate vs peers

37.0% vs 2.6% avg

-52%

Cost per patient vs peers

$517 vs $1,068 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 1,333% above the average for Family Practice 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

37.0%

Opioid Rate

611

Opioid Claims

$12K

Opioid Cost

30.4%

Long-Acting Rate

This provider's opioid prescribing rate of 37.0% is above the 20% threshold that CMS considers elevated.

Brand vs Generic

100% generic

Brand: 0 claims · $0

Generic: 1,437 claims · $26K

Patient Profile

74

Avg Age

68%

Female

3.22

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