⚠️

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 →

Eugene TanMD

Family Practice · Crawfordsville, IN 47933

NPI: 1295061802

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24

🟡 Moderate

ML Fraud Detection Score: 87%

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

19,780

Total Claims

$2.0M

Drug Cost

917

Beneficiaries

$2,165

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. 106,889 Family Practice providers

+81%

Opioid rate vs peers

4.7% vs 2.6% avg

+103%

Cost per patient vs peers

$2,165 vs $1,068 avg

+39%

Brand preference vs peers

12.5% 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 87% indicates prescribing patterns with significant similarity to confirmed fraud cases. 17 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

4.7%

Opioid Rate

923

Opioid Claims

$21K

Opioid Cost

6.8%

Long-Acting Rate

Brand vs Generic

88% generic

Brand: 2,445 claims · $1.5M

Generic: 17,123 claims · $438K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Apixaban250$226K
Semaglutide178$210K
Empagliflozin143$125K
Fluticasone/Umeclidin/Vilanter106$95K
Dulaglutide56$93K
Insulin Glargine,hum.Rec.Anlog88$65K
Sitagliptin Phosphate47$51K
Rivaroxaban47$42K
Insulin Degludec42$38K
Mirabegron55$33K
Tiotropium Br/Olodaterol Hcl51$30K
Insulin Glargine/Lixisenatide28$26K
Liraglutide19$24K
Budesonide/Formoterol Fumarate35$21K
Insulin Degludec62$21K

Prescribing Profile

208

Unique Drugs

$474K

IRA Negotiated Drugs

$327K

GLP-1 Drugs

24.0

Anomaly Score

Patient Profile

73

Avg Age

58%

Female

1.37

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