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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 →

Deborah GrayAPN

Nurse Practitioner · Chattanooga, TN 37421

NPI: 1629012331

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34

🟠 Elevated

Risk Flags

Very high opioid rate vs specialty peers95th percentile opioid prescribingElevated long-acting opioid rate

Risk indicators are statistical patterns, not allegations. Learn more

2,858

Total Claims

$135K

Drug Cost

293

Beneficiaries

$462

Cost/Patient

Risk Score Breakdown 34/100

Low (0)Moderate (15)Elevated (30)High (50+)
Opioid rate vs specialty peers+18
Opioid rate (national percentile)+10
Long-acting opioid rate+4

Score components are additive. Read full methodology

Peer Comparison vs. 218,535 Nurse Practitioner providers

+1205%

Opioid rate vs peers

49.4% vs 3.8% avg

-61%

Cost per patient vs peers

$462 vs $1,174 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 1,205% above the average for Nurse Practitioner 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

49.4%

Opioid Rate

1,411

Opioid Claims

$82K

Opioid Cost

18.4%

Long-Acting Rate

This provider's opioid prescribing rate of 49.4% is above the 20% threshold that CMS considers elevated.

Brand vs Generic

100% generic

Brand: 0 claims · $0

Generic: 2,743 claims · $89K

Patient Profile

64

Avg Age

60%

Female

1.63

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