⚠️

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 →

Juan CrespoM.D.

General Practice · Naranjito, PR 719

NPI: 1083769574

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26

🟡 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.

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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

8,773

Total Claims

$482K

Drug Cost

247

Beneficiaries

$1,949

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

-39%

Opioid rate vs peers

1.5% vs 2.5% avg

+73%

Cost per patient vs peers

$1,949 vs $1,128 avg

+40%

Brand preference vs peers

11.7% 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

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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

1.5%

Opioid Rate

132

Opioid Claims

$1,230

Opioid Cost

Long-Acting Rate

Brand vs Generic

88% generic

Brand: 1,019 claims · $387K

Generic: 7,655 claims · $92K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Sitagliptin Phosphate33$51K
Empagliflozin26$37K
Insulin Lispro36$27K
Insulin Glargine,hum.Rec.Anlog37$26K
Semaglutide27$26K
Empagliflozin/Linagliptin24$25K
Levothyroxine Sodium428$22K
Linagliptin/Metformin Hcl21$21K
Linagliptin18$20K
Rivaroxaban23$16K
Apixaban28$11K
Fluticasone Propion/Salmeterol20$7,982
Fluticasone/Vilanterol18$6,937
Gabapentin474$4,718
Irbesartan/Hydrochlorothiazide113$4,589

Prescribing Profile

119

Unique Drugs

$114K

IRA Negotiated Drugs

$26K

GLP-1 Drugs

26.0

Anomaly Score

Patient Profile

73

Avg Age

47%

Female

2.30

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