⚠️

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 →

David IloMD

Internal Medicine · Fort Wayne, IN 46802

NPI: 1104094689

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26

🟡 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-prescriberExtreme fills per patient

Risk indicators are statistical patterns, not allegations. Learn more

18,939

Total Claims

$1.6M

Drug Cost

526

Beneficiaries

$3,045

Cost/Patient

Risk Score Breakdown 26/100

Low (0)Moderate (15)Elevated (30)High (50+)
Elderly antipsychotic prescribing+10
Opioid + benzodiazepine combo+8
High fills per patient+5

Score components are additive. Read full methodology

Peer Comparison vs. 110,156 Internal Medicine providers

+29%

Opioid rate vs peers

2.9% vs 2.2% avg

+116%

Cost per patient vs peers

$3,045 vs $1,411 avg

+80%

Brand preference vs peers

19.2% 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 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

2.9%

Opioid Rate

549

Opioid Claims

$12K

Opioid Cost

10.2%

Long-Acting Rate

Brand vs Generic

81% generic

Brand: 3,601 claims · $1.2M

Generic: 15,202 claims · $436K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Apixaban549$160K
Dulaglutide144$104K
Valbenazine Tosylate18$65K
Rivaroxaban213$63K
Empagliflozin190$56K
Insulin Glargine,hum.Rec.Anlog232$46K
Risperidone Microspheres39$39K
Dextromethorphan Hbr/Quinidine56$35K
Linagliptin101$29K
Ipratropium/Albuterol Sulfate52$26K
Rsvpref3 Antigen/As01e/Pf67$20K
Mirabegron62$20K
Dapagliflozin Propanediol65$18K
Insulin Lispro74$18K
Semaglutide17$17K

Prescribing Profile

215

Unique Drugs

$339K

IRA Negotiated Drugs

$130K

GLP-1 Drugs

26.0

Anomaly Score

Patient Profile

76

Avg Age

57%

Female

2.60

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