⚠️

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 →

Jianmei LiuM.D.

Internal Medicine · Saint Louis, MO 63117

NPI: 1114949963

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26

🟡 Moderate

ML Fraud Detection Score: 92%

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-prescriberExtreme fills per patient

Risk indicators are statistical patterns, not allegations. Learn more

31,519

Total Claims

$2.7M

Drug Cost

737

Beneficiaries

$3,660

Cost/Patient

Risk Score Breakdown 26/100

Low (0)Moderate (15)Elevated (30)High (50+)
Elderly antipsychotic prescribing+10
Opioid + benzodiazepine combo+8
High fills per patient+5

Score components are additive. Read full methodology

Peer Comparison vs. 110,156 Internal Medicine providers

+93%

Opioid rate vs peers

4.3% vs 2.2% avg

+159%

Cost per patient vs peers

$3,660 vs $1,411 avg

+76%

Brand preference vs peers

18.7% 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

🤖

ML fraud detection score of 92% indicates prescribing patterns with significant similarity to confirmed fraud cases. 18 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

4.3%

Opioid Rate

1,363

Opioid Claims

$102K

Opioid Cost

14.2%

Long-Acting Rate

Brand vs Generic

81% generic

Brand: 5,805 claims · $1.9M

Generic: 25,297 claims · $739K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Apixaban1,057$340K
Budesonide/Glycopyr/Formoterol131$106K
Tirzepatide86$97K
Dapagliflozin Propanediol239$93K
Rivaroxaban221$84K
Semaglutide54$73K
Collagenase Clostridium Hist.94$73K
Mirabegron268$69K
Finerenone144$67K
Insulin Glargine,hum.Rec.Anlog237$67K
Dimethyl Fumarate12$54K
Icosapent Ethyl97$53K
Dulaglutide46$48K
Bictegrav/Emtricit/Tenofov Ala15$44K
Sitagliptin Phosphate113$38K

Prescribing Profile

242

Unique Drugs

$635K

IRA Negotiated Drugs

$234K

GLP-1 Drugs

26.0

Anomaly Score

Patient Profile

76

Avg Age

60%

Female

2.38

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