⚠️

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 →

Jill RossNP

Nurse Practitioner · Grosse Pointe, MI 48230

NPI: 1598958043

Share:

32

🟠 Elevated

🤖 ML Fraud Detection Score: 83%

Machine learning model identifies prescribing patterns consistent with confirmed fraud cases. This is a statistical indicator, not an accusation.

Learn more →

Risk Flags

Very high opioid rate vs specialty peers95th percentile opioid prescribing

Risk indicators are statistical patterns, not allegations. Learn more

6,775

Total Claims

$216K

Drug Cost

618

Beneficiaries

$350

Cost/Patient

Risk Score Breakdown 32/100

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

Score components are additive. Read full methodology

Peer Comparison vs. 218,535 Nurse Practitioner providers

+1290%

Opioid rate vs peers

52.6% vs 3.8% avg

-70%

Cost per patient vs peers

$350 vs $1,174 avg

-84%

Brand preference vs peers

1.4% vs 8.9% avg

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

🔎 Data Overview

🤖

ML fraud detection score of 83% indicates prescribing patterns with significant similarity to confirmed fraud cases. 17 out of 20 decision trees flagged this provider.

⚠️

Opioid prescribing rate is 1,290% 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

52.6%

Opioid Rate

3,561

Opioid Claims

$121K

Opioid Cost

8.6%

Long-Acting Rate

This provider's opioid prescribing rate of 52.6% is above the 20% threshold that CMS considers elevated.

Brand vs Generic

99% generic

Brand: 96 claims · $39K

Generic: 6,679 claims · $177K

Patient Profile

66

Avg Age

66%

Female

1.69

Avg Risk Score

Explore More

Data from CMS Medicare Part D Prescriber Public Use File, 2023. Risk scores are statistical indicators, not allegations.Methodology · About