⚠️

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 →

Stanley KimM.D.

Nephrology · Edison, NJ 08820

NPI: 1306850433

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13

🟢 Low

🤖 ML Fraud Detection Score: 84%

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

Opioid + benzodiazepine co-prescriberHigh fills per patient

Risk indicators are statistical patterns, not allegations. Learn more

25,901

Total Claims

$5.0M

Drug Cost

1,367

Beneficiaries

$3,658

Cost/Patient

Risk Score Breakdown 13/100

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

Score components are additive. Read full methodology

Peer Comparison vs. 8,961 Nephrology providers

+185%

Cost per patient vs peers

$3,658 vs $1,283 avg

+115%

Brand preference vs peers

19.2% 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 84% 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

0.6%

Opioid Rate

145

Opioid Claims

$2,036

Opioid Cost

Long-Acting Rate

Brand vs Generic

81% generic

Brand: 4,914 claims · $4.2M

Generic: 20,629 claims · $817K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Icosapent Ethyl942$554K
Lipase/Protease/Amylase358$508K
Sitagliptin Phosphate369$459K
Empagliflozin196$237K
Cyclosporine159$221K
Linaclotide195$197K
Apixaban143$182K
Dulaglutide86$180K
Lidocaine857$171K
Dapagliflozin Propanediol141$161K
Denosumab73$127K
Sucroferric Oxyhydroxide42$117K
Linagliptin102$102K
Finerenone89$100K
Sodium Zirconium Cyclosilicate61$71K

Prescribing Profile

194

Unique Drugs

$1.1M

IRA Negotiated Drugs

$224K

GLP-1 Drugs

13.0

Anomaly Score

Patient Profile

75

Avg Age

53%

Female

1.70

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.Methodology · About