⚠️

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 BeckmanMD

Internal Medicine · Loveland, CO 80538

NPI: 1134428709

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24

🟡 Moderate

ML Fraud Detection Score: 88%

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

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Risk Flags

High antipsychotic prescribing (65+)Opioid + benzodiazepine co-prescriberHigh fills per patient

Risk indicators are statistical patterns, not allegations. Learn more

10,026

Total Claims

$668K

Drug Cost

390

Beneficiaries

$1,712

Cost/Patient

Risk Score Breakdown 24/100

Low (0)Moderate (15)Elevated (30)High (50+)
Elderly antipsychotic prescribing+10
Opioid + benzodiazepine combo+8
High fills per patient+3

Score components are additive. Read full methodology

Peer Comparison vs. 110,156 Internal Medicine providers

+21%

Opioid rate vs peers

2.7% vs 2.2% avg

+21%

Cost per patient vs peers

$1,712 vs $1,411 avg

+14%

Brand preference vs peers

12.1% vs 10.6% avg

⚠️ Opioid + Benzodiazepine Co-Prescriber

This provider prescribes both opioids and benzodiazepines. The FDA has issued a Black Box Warning about the life-threatening risks of concurrent use.

🔎 Data Overview

🤖

ML fraud detection score of 88% indicates prescribing patterns with significant similarity to confirmed fraud cases. 18 out of 20 decision trees flagged this provider.

⚠️

This provider co-prescribes opioids and benzodiazepines — a combination carrying an FDA Black Box Warning due to increased risk of respiratory depression and death. While sometimes clinically necessary, this combination requires careful justification.

Insights generated from CMS data analysis. Statistical patterns are not accusations — always consider clinical context.

Opioid Prescribing

2.7%

Opioid Rate

271

Opioid Claims

$4,799

Opioid Cost

10.0%

Long-Acting Rate

Brand vs Generic

88% generic

Brand: 1,208 claims · $463K

Generic: 8,771 claims · $202K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Apixaban264$96K
Lipase/Protease/Amylase36$54K
Rsv Vacc, Pref A And Pref B/Pf63$20K
Mirabegron86$19K
Rivaroxaban56$18K
Insulin Glargine,hum.Rec.Anlog80$16K
Cariprazine Hcl11$16K
Empagliflozin24$13K
Potassium Chloride305$13K
Dapagliflozin Propanediol32$12K
Fluticasone/Umeclidin/Vilanter17$12K
Insulin Aspart39$11K
Tiotropium Bromide18$9,766
Sitagliptin Phosphate34$8,428
Memantine Hcl102$6,630

Prescribing Profile

139

Unique Drugs

$159K

IRA Negotiated Drugs

24.0

Anomaly Score

Patient Profile

84

Avg Age

68%

Female

2.15

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 of wrongdoing.Methodology · About · Dispute this data