⚠️

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 →

Ryan StilleM.D.

Family Practice · Dubuque, IA 52001

NPI: 1083694681

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9

🟢 Low

ML Fraud Detection Score: 84%

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

Opioid + benzodiazepine co-prescriber

Risk indicators are statistical patterns, not allegations. Learn more

8,995

Total Claims

$438K

Drug Cost

523

Beneficiaries

$837

Cost/Patient

Risk Score Breakdown 9/100

Low (0)Moderate (15)Elevated (30)High (50+)
Opioid + benzodiazepine combo+8

Score components are additive. Read full methodology

Peer Comparison vs. 106,889 Family Practice providers

-62%

Opioid rate vs peers

1.0% vs 2.6% avg

-22%

Cost per patient vs peers

$837 vs $1,068 avg

+8%

Brand preference vs peers

9.7% 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 84% 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

1.0%

Opioid Rate

87

Opioid Claims

$760

Opioid Cost

Long-Acting Rate

Brand vs Generic

90% generic

Brand: 871 claims · $273K

Generic: 8,104 claims · $165K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Apixaban135$71K
Empagliflozin43$29K
Rivaroxaban50$27K
Semaglutide16$18K
Mirabegron44$17K
Semaglutide12$12K
Fluticasone Propion/Salmeterol28$12K
Potassium Chloride249$8,601
Evolocumab13$7,902
Atorvastatin Calcium624$7,239
Budesonide/Formoterol Fumarate15$6,973
Erythromycin Base15$6,904
Fluticasone/Vilanterol15$5,980
Midodrine Hcl20$5,307
Tamsulosin Hcl198$5,245

Prescribing Profile

121

Unique Drugs

$127K

IRA Negotiated Drugs

$30K

GLP-1 Drugs

9.0

Anomaly Score

Patient Profile

74

Avg Age

47%

Female

1.09

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