⚠️

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 →

Francisco Berio RamosMD

General Practice · Corozal, PR 00783

NPI: 1033101217

Share:

24

🟡 Moderate

🤖 ML Fraud Detection Score: 93%

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

Learn more →

Risk Flags

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

Risk indicators are statistical patterns, not allegations. Learn more

19,257

Total Claims

$1.2M

Drug Cost

738

Beneficiaries

$1,687

Cost/Patient

Risk Score Breakdown 24/100

Low (0)Moderate (15)Elevated (30)High (50+)
Elderly antipsychotic prescribing+10
Opioid + benzodiazepine combo+8
High fills per patient+3

Score components are additive. Read full methodology

Peer Comparison vs. 7,389 General Practice providers

-18%

Opioid rate vs peers

2.0% vs 2.5% avg

+50%

Cost per patient vs peers

$1,687 vs $1,128 avg

+71%

Brand preference vs peers

14.4% 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 93% indicates prescribing patterns with significant similarity to confirmed fraud cases. 19 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

2.0%

Opioid Rate

391

Opioid Claims

$3,339

Opioid Cost

Long-Acting Rate

Brand vs Generic

86% generic

Brand: 2,742 claims · $974K

Generic: 16,320 claims · $265K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Sitagliptin Phosphate164$128K
Levothyroxine Sodium1,011$88K
Insulin Glargine,hum.Rec.Anlog171$86K
Sitagliptin Phos/Metformin Hcl91$68K
Empagliflozin65$60K
Apixaban60$41K
Linaclotide68$36K
Linagliptin31$35K
Insulin Lispro56$33K
Insulin Lispro Protamin/Lispro35$31K
Rivaroxaban44$29K
Candesartan/Hydrochlorothiazid146$24K
Dapagliflozin Propanediol33$22K
Sitagliptin Phos/Metformin Hcl28$22K
Candesartan Cilexetil184$20K

Prescribing Profile

178

Unique Drugs

$280K

IRA Negotiated Drugs

$17K

GLP-1 Drugs

24.0

Anomaly Score

Patient Profile

71

Avg Age

49%

Female

1.50

Avg Risk Score

Explore More

Data from CMS Medicare Part D Prescriber Public Use File, 2023. Risk scores are statistical indicators, not allegations.Methodology · About