⚠️

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 →

Grisselle Ortiz RiveraMD

General Practice · Manati, PR 674

NPI: 1013947423

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13

🟢 Low

🤖 ML Fraud Detection Score: 88%

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

Opioid + benzodiazepine co-prescriberHigh fills per patient

Risk indicators are statistical patterns, not allegations. Learn more

14,677

Total Claims

$692K

Drug Cost

512

Beneficiaries

$1,352

Cost/Patient

Risk Score Breakdown 13/100

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

Score components are additive. Read full methodology

Peer Comparison vs. 7,389 General Practice providers

-77%

Opioid rate vs peers

0.6% vs 2.5% avg

+20%

Cost per patient vs peers

$1,352 vs $1,128 avg

+33%

Brand preference vs peers

11.2% 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

0.6%

Opioid Rate

85

Opioid Claims

$341

Opioid Cost

Long-Acting Rate

Brand vs Generic

89% generic

Brand: 1,634 claims · $519K

Generic: 12,957 claims · $171K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Insulin Glargine,hum.Rec.Anlog95$50K
Sitagliptin Phos/Metformin Hcl67$43K
Levothyroxine Sodium537$42K
Empagliflozin46$37K
Apixaban57$36K
Dulaglutide26$32K
Insulin Lispro55$27K
Sitagliptin Phosphate23$21K
Linagliptin22$18K
Insulin Nph Hum/Reg Insulin Hm40$17K
Sitagliptin Phos/Metformin Hcl14$13K
Losartan Potassium777$11K
Empaglifloz/Linaglip/Metformin13$11K
Tiotropium Bromide13$8,893
Ticagrelor12$8,740

Prescribing Profile

153

Unique Drugs

$94K

IRA Negotiated Drugs

$32K

GLP-1 Drugs

13.0

Anomaly Score

Patient Profile

68

Avg Age

55%

Female

2.87

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