⚠️

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 →

Jack-Ky WangMD

Family Practice · Beloit, WI 53511

NPI: 1093744617

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24

🟡 Moderate

ML Fraud Detection Score: 86%

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

15,108

Total Claims

$1.8M

Drug Cost

793

Beneficiaries

$2,210

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

-12%

Opioid rate vs peers

2.3% vs 2.6% avg

+107%

Cost per patient vs peers

$2,210 vs $1,068 avg

+68%

Brand preference vs peers

15.1% 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 86% 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

2.3%

Opioid Rate

341

Opioid Claims

$9,372

Opioid Cost

7.9%

Long-Acting Rate

Brand vs Generic

85% generic

Brand: 2,255 claims · $1.5M

Generic: 12,693 claims · $256K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Empagliflozin286$292K
Apixaban274$221K
Fluticasone/Umeclidin/Vilanter171$147K
Rivaroxaban112$77K
Semaglutide58$64K
Insulin Glargine,hum.Rec.Anlog98$58K
Tirzepatide45$51K
Rifaximin21$43K
Insulin Detemir27$35K
Mirabegron43$34K
Sitagliptin Phosphate28$33K
Linaclotide28$33K
Insulin Aspart39$32K
Ipratropium/Albuterol Sulfate41$27K
Dulaglutide23$25K

Prescribing Profile

170

Unique Drugs

$680K

IRA Negotiated Drugs

$141K

GLP-1 Drugs

24.0

Anomaly Score

Patient Profile

74

Avg Age

44%

Female

1.17

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