⚠️

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 →

Dennis CarrollM.D.

Family Practice · Lincoln, IL 62656

NPI: 1396838835

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26

🟡 Moderate

ML Fraud Detection Score: 91%

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

27,745

Total Claims

$1.8M

Drug Cost

806

Beneficiaries

$2,247

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. 106,889 Family Practice providers

+107%

Opioid rate vs peers

5.3% vs 2.6% avg

+110%

Cost per patient vs peers

$2,247 vs $1,068 avg

+5%

Brand preference vs peers

9.4% 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 91% 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

5.3%

Opioid Rate

1,479

Opioid Claims

$36K

Opioid Cost

4.5%

Long-Acting Rate

Brand vs Generic

91% generic

Brand: 2,591 claims · $1.3M

Generic: 24,958 claims · $490K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Dulaglutide162$186K
Apixaban321$166K
Semaglutide97$130K
Mirabegron138$65K
Empagliflozin83$58K
Fluticasone/Umeclidin/Vilanter57$52K
Rifaximin12$42K
Rivaroxaban66$41K
Potassium Chloride713$23K
Insulin Glargine,hum.Rec.Anlog53$22K
Ipratropium/Albuterol Sulfate33$22K
Sitagliptin Phosphate38$22K
Insulin Glargine,hum.Rec.Anlog68$20K
Budesonide/Formoterol Fumarate45$19K
Nitroglycerin11$19K

Prescribing Profile

234

Unique Drugs

$320K

IRA Negotiated Drugs

$331K

GLP-1 Drugs

26.0

Anomaly Score

Patient Profile

74

Avg Age

57%

Female

1.30

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