⚠️

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 →

Thomas AllumbaughMD

Family Practice · Bend, OR 97702

NPI: 1114959210

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15

🟡 Moderate

ML Fraud Detection Score: 92%

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

Elevated antipsychotic prescribing (65+)Opioid + benzodiazepine co-prescriber

Risk indicators are statistical patterns, not allegations. Learn more

9,025

Total Claims

$804K

Drug Cost

742

Beneficiaries

$1,083

Cost/Patient

Risk Score Breakdown 15/100

Low (0)Moderate (15)Elevated (30)High (50+)
Opioid + benzodiazepine combo+8
Elderly antipsychotic prescribing+5

Score components are additive. Read full methodology

Peer Comparison vs. 106,889 Family Practice providers

+59%

Opioid rate vs peers

4.1% vs 2.6% avg

+1%

Cost per patient vs peers

$1,083 vs $1,068 avg

+22%

Brand preference vs peers

11.0% vs 9.0% 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 92% 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

4.1%

Opioid Rate

369

Opioid Claims

$8,540

Opioid Cost

16.8%

Long-Acting Rate

Brand vs Generic

89% generic

Brand: 983 claims · $620K

Generic: 7,977 claims · $180K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Apixaban131$157K
Semaglutide46$57K
Empagliflozin35$45K
Rivaroxaban21$32K
Dulaglutide17$25K
Insulin Glargine,hum.Rec.Anlog39$23K
Sitagliptin Phosphate15$22K
Aripiprazole12$20K
Fluticasone/Umeclidin/Vilanter15$16K
Pregabalin12$15K
Insulin Aspart Prot/Insuln Asp14$11K
Budesonide/Formoterol Fumarate14$11K
Atorvastatin Calcium567$8,868
Valsartan265$8,773
Rosuvastatin Calcium263$8,286

Prescribing Profile

123

Unique Drugs

$256K

IRA Negotiated Drugs

$81K

GLP-1 Drugs

15.0

Anomaly Score

Patient Profile

73

Avg Age

40%

Female

0.97

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