⚠️

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 →

Miriam IngramCRNP

Nurse Practitioner · Baltimore, MD 21216

NPI: 1902913197

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39

🟠 Elevated

Risk Flags

Extreme opioid rate vs specialty peers95th percentile opioid prescribingElevated long-acting opioid rate

Risk indicators are statistical patterns, not allegations. Learn more

346

Total Claims

$14K

Drug Cost

44

Beneficiaries

$309

Cost/Patient

Risk Score Breakdown 39/100

Low (0)Moderate (15)Elevated (30)High (50+)
Opioid rate vs specialty peers+25
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

+1619%

Opioid rate vs peers

65.0% vs 3.8% avg

-74%

Cost per patient vs peers

$309 vs $1,174 avg

-48%

Brand preference vs peers

4.6% vs 8.9% avg

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

Opioid Prescribing

65.0%

Opioid Rate

225

Opioid Claims

$10K

Opioid Cost

18.2%

Long-Acting Rate

This provider's opioid prescribing rate of 65.0% is above the 20% threshold that CMS considers elevated.

Brand vs Generic

95% generic

Brand: 16 claims · $6,278

Generic: 330 claims · $7,306

Patient Profile

63

Avg Age

57%

Female

1.75

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