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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 →

Aref WappiM.D.

Internal Medicine · Bonita Springs, FL 34135

NPI: 1023026184

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6

🟢 Low

Risk Flags

Elevated antipsychotic prescribing (65+)

Risk indicators are statistical patterns, not allegations. Learn more

10,421

Total Claims

$1.1M

Drug Cost

850

Beneficiaries

$1,325

Cost/Patient

Risk Score Breakdown 6/100

Low (0)Moderate (15)Elevated (30)High (50+)
Elderly antipsychotic prescribing+5

Score components are additive. Read full methodology

Peer Comparison vs. 110,156 Internal Medicine providers

-6%

Cost per patient vs peers

$1,325 vs $1,411 avg

+2%

Brand preference vs peers

10.8% vs 10.6% avg

Brand vs Generic

89% generic

Brand: 1,116 claims · $929K

Generic: 9,186 claims · $193K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Empagliflozin113$183K
Apixaban115$147K
Rivaroxaban90$115K
Tirzepatide40$80K
Semaglutide32$49K
Dapagliflozin Propanediol24$39K
Sitagliptin Phosphate22$37K
Dolutegravir Sodium/Lamivudine11$33K
Insulin Glargine,hum.Rec.Anlog42$26K
Fluticasone/Umeclidin/Vilanter15$21K
Sacubitril/Valsartan11$19K
Mirabegron13$16K
Evolocumab12$15K
Atorvastatin Calcium685$8,661
Rosuvastatin Calcium404$6,448

Prescribing Profile

126

Unique Drugs

$539K

IRA Negotiated Drugs

$129K

GLP-1 Drugs

6.0

Anomaly Score

Patient Profile

78

Avg Age

51%

Female

1.21

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