⚠️

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 →

Elvin OliveroMD

General Practice · San Juan, PR 926

NPI: 1033113659

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18

🟡 Moderate

🤖 ML Fraud Detection Score: 88%

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

Learn more →

Risk Flags

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

Risk indicators are statistical patterns, not allegations. Learn more

10,864

Total Claims

$448K

Drug Cost

448

Beneficiaries

$1,001

Cost/Patient

Risk Score Breakdown 18/100

Low (0)Moderate (15)Elevated (30)High (50+)
Opioid + benzodiazepine combo+8
Elderly antipsychotic prescribing+5
High fills per patient+3

Score components are additive. Read full methodology

Peer Comparison vs. 7,389 General Practice providers

+6%

Opioid rate vs peers

2.6% vs 2.5% avg

-11%

Cost per patient vs peers

$1,001 vs $1,128 avg

+28%

Brand preference vs peers

10.8% 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 88% 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

2.6%

Opioid Rate

284

Opioid Claims

$2,026

Opioid Cost

Long-Acting Rate

Brand vs Generic

89% generic

Brand: 1,158 claims · $309K

Generic: 9,600 claims · $136K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Insulin Glargine,hum.Rec.Anlog84$40K
Sitagliptin Phos/Metformin Hcl81$37K
Apixaban37$19K
Sitagliptin Phos/Metformin Hcl33$19K
Levothyroxine Sodium289$17K
Sitagliptin Phosphate24$17K
Empagliflozin14$11K
Insulin Lispro33$11K
Diclofenac Sodium/Misoprostol100$11K
Insulin Nph Human Isophane27$9,866
Empagliflozin/Linagliptin15$9,001
Budesonide/Formoterol Fumarate22$8,395
Insulin Regular, Human25$5,732
Vortioxetine Hydrobromide12$5,625
Betamethasone Dipropionate71$4,383

Prescribing Profile

148

Unique Drugs

$47K

IRA Negotiated Drugs

18.0

Anomaly Score

Patient Profile

74

Avg Age

64%

Female

2.23

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