⚠️

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 →

Ramy IbrahimM.D.

Internal Medicine · The Villages, FL 32159

NPI: 1407109903

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15

🟡 Moderate

Risk Flags

Elevated antipsychotic prescribing (65+)Opioid + benzodiazepine co-prescriber

Risk indicators are statistical patterns, not allegations. Learn more

18,719

Total Claims

$1.8M

Drug Cost

1,770

Beneficiaries

$1,039

Cost/Patient

Risk Score Breakdown 15/100

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

Score components are additive. Read full methodology

Peer Comparison vs. 110,156 Internal Medicine providers

+68%

Opioid rate vs peers

3.8% vs 2.2% avg

-26%

Cost per patient vs peers

$1,039 vs $1,411 avg

-2%

Brand preference vs peers

10.4% vs 10.6% 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

⚠️

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

3.8%

Opioid Rate

702

Opioid Claims

$13K

Opioid Cost

1.7%

Long-Acting Rate

Brand vs Generic

90% generic

Brand: 1,928 claims · $1.4M

Generic: 16,646 claims · $442K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Apixaban209$230K
Sitagliptin Phosphate71$94K
Rivaroxaban54$78K
Semaglutide45$62K
Fluticasone/Umeclidin/Vilanter43$60K
Insulin Detemir37$47K
Liraglutide14$47K
Tirzepatide19$43K
Insulin Glargine,hum.Rec.Anlog43$38K
Fluticasone Propion/Salmeterol31$30K
Ipratropium/Albuterol Sulfate20$28K
Insulin Degludec19$25K
Fluticasone Propion/Salmeterol52$24K
Mirabegron20$23K
Sitagliptin Phos/Metformin Hcl15$19K

Prescribing Profile

190

Unique Drugs

$436K

IRA Negotiated Drugs

$169K

GLP-1 Drugs

15.0

Anomaly Score

Patient Profile

75

Avg Age

49%

Female

1.89

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