⚠️

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 →

Adolfo DulayMD

Family Practice · Madison, FL 32340

NPI: 1033110713

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24

🟡 Moderate

🤖 ML Fraud Detection Score: Very High

Machine learning model identifies prescribing patterns consistent with confirmed fraud cases. This is a statistical indicator, not an accusation.

Learn more →

Risk Flags

High antipsychotic prescribing (65+)Opioid + benzodiazepine co-prescriberHigh fills per patient

Risk indicators are statistical patterns, not allegations. Learn more

10,161

Total Claims

$1.1M

Drug Cost

394

Beneficiaries

$2,856

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

+26%

Opioid rate vs peers

3.2% vs 2.6% avg

+167%

Cost per patient vs peers

$2,856 vs $1,068 avg

+38%

Brand preference vs peers

12.4% 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

🤖

Our machine learning model — trained on 281 confirmed fraud cases — gives this provider a "Very High" fraud-pattern score. All 20 decision trees in our ensemble model agree that this provider's prescribing patterns resemble those of confirmed fraud cases. This is a statistical finding, not an accusation.

⚠️

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

3.2%

Opioid Rate

329

Opioid Claims

$4,359

Opioid Cost

Long-Acting Rate

Brand vs Generic

88% generic

Brand: 1,251 claims · $881K

Generic: 8,842 claims · $240K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Semaglutide54$91K
Budesonide/Glycopyr/Formoterol106$74K
Sitagliptin Phosphate90$68K
Dapagliflozin Propanediol52$57K
Fluticasone/Umeclidin/Vilanter54$46K
Sacubitril/Valsartan41$45K
Bictegrav/Emtricit/Tenofov Ala11$45K
Apixaban83$44K
Budesonide/Formoterol Fumarate79$39K
Linagliptin27$33K
Empagliflozin28$29K
Semaglutide28$28K
Insulin Detemir39$25K
Dulaglutide20$24K
Insulin Glargine,hum.Rec.Anlog24$17K

Prescribing Profile

159

Unique Drugs

$243K

IRA Negotiated Drugs

$143K

GLP-1 Drugs

24.0

Anomaly Score

Patient Profile

68

Avg Age

54%

Female

1.61

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.Methodology · About