⚠️

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 →

Adriana AguilarM.D.

General Practice · Aguada, PR 00602

NPI: 1437554664

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26

🟡 Moderate

ML Fraud Detection Score: 86%

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

21,969

Total Claims

$712K

Drug Cost

671

Beneficiaries

$1,061

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. 7,389 General Practice providers

-88%

Opioid rate vs peers

0.3% vs 2.5% avg

-6%

Cost per patient vs peers

$1,061 vs $1,128 avg

+14%

Brand preference vs peers

9.6% vs 8.4% 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 86% 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

0.3%

Opioid Rate

63

Opioid Claims

$417

Opioid Cost

Long-Acting Rate

Brand vs Generic

90% generic

Brand: 2,092 claims · $493K

Generic: 19,671 claims · $214K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Insulin Glargine,hum.Rec.Anlog238$84K
Apixaban68$42K
Sitagliptin Phos/Metformin Hcl65$40K
Sitagliptin Phosphate57$37K
Levothyroxine Sodium718$36K
Dapagliflozin Propanediol43$25K
Rivaroxaban34$22K
Dapaglifloz Propaned/Metformin12$22K
Empagliflozin36$22K
Ticagrelor34$17K
Sacubitril/Valsartan22$15K
Insulin Nph Hum/Reg Insulin Hm50$14K
Losartan Potassium909$10K
Atorvastatin Calcium1,192$10K
Fluticasone Propionate22$9,663

Prescribing Profile

185

Unique Drugs

$163K

IRA Negotiated Drugs

26.0

Anomaly Score

Patient Profile

74

Avg Age

60%

Female

1.84

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