⚠️

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 →

Salvador Ribot Ruiz

General Practice · Carolina, PR 987

NPI: 1144225038

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21

🟡 Moderate

ML Fraud Detection Score: 85%

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-prescriber

Risk indicators are statistical patterns, not allegations. Learn more

13,217

Total Claims

$710K

Drug Cost

877

Beneficiaries

$810

Cost/Patient

Risk Score Breakdown 21/100

Low (0)Moderate (15)Elevated (30)High (50+)
Elderly antipsychotic prescribing+10
Opioid + benzodiazepine combo+8

Score components are additive. Read full methodology

Peer Comparison vs. 7,389 General Practice providers

-93%

Opioid rate vs peers

0.2% vs 2.5% avg

-28%

Cost per patient vs peers

$810 vs $1,128 avg

+35%

Brand preference vs peers

11.3% 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 85% 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

0.2%

Opioid Rate

22

Opioid Claims

$279

Opioid Cost

Long-Acting Rate

Brand vs Generic

89% generic

Brand: 1,485 claims · $516K

Generic: 11,607 claims · $190K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Dapagliflozin Propanediol105$70K
Apixaban92$55K
Sitagliptin Phosphate66$43K
Rivaroxaban68$41K
Insulin Glargine,hum.Rec.Anlog61$28K
Sitagliptin Phos/Metformin Hcl36$22K
Rivastigmine74$17K
Levothyroxine Sodium246$16K
Sitagliptin Phos/Metformin Hcl31$14K
Dapaglifloz Propaned/Metformin17$13K
Insulin Nph Hum/Reg Insulin Hm29$11K
Canagliflozin12$11K
Dulaglutide12$11K
Linagliptin18$10K
Insulin Nph Human Isophane33$10K

Prescribing Profile

153

Unique Drugs

$215K

IRA Negotiated Drugs

$11K

GLP-1 Drugs

21.0

Anomaly Score

Patient Profile

76

Avg Age

56%

Female

1.69

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