⚠️

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 →

Virgilio PanganibanM.D.

Family Practice · Bellflower, CA 90706

NPI: 1114900610

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24

🟡 Moderate

ML Fraud Detection Score: 83%

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-prescriberHigh fills per patient

Risk indicators are statistical patterns, not allegations. Learn more

9,098

Total Claims

$629K

Drug Cost

461

Beneficiaries

$1,365

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. 106,889 Family Practice providers

-83%

Opioid rate vs peers

0.4% vs 2.6% avg

+28%

Cost per patient vs peers

$1,365 vs $1,068 avg

+5%

Brand preference vs peers

9.4% vs 9.0% 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 83% 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

0.4%

Opioid Rate

39

Opioid Claims

$273

Opioid Cost

Long-Acting Rate

Brand vs Generic

91% generic

Brand: 843 claims · $425K

Generic: 8,114 claims · $199K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Sitagliptin Phosphate76$81K
Empagliflozin42$48K
Budesonide/Formoterol Fumarate69$40K
Apixaban49$34K
Dapagliflozin Propanediol25$23K
Semaglutide14$22K
Sacubitril/Valsartan25$19K
Amlodipine Besylate745$9,613
Icosapent Ethyl22$9,526
Insulin Glargine,hum.Rec.Anlog21$8,908
Atorvastatin Calcium521$8,907
Potassium Chloride146$7,550
Fenofibrate Nanocrystallized142$6,966
Fluticasone Propion/Salmeterol14$6,126
Ticagrelor12$5,680

Prescribing Profile

141

Unique Drugs

$204K

IRA Negotiated Drugs

$22K

GLP-1 Drugs

24.0

Anomaly Score

Patient Profile

70

Avg Age

52%

Female

1.27

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