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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.

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Michael LinMD

Endocrinology · San Gabriel, CA 91776

NPI: 1285661819

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3

🟢 Low

Risk Flags

Elevated cost per beneficiary

Risk indicators are statistical patterns, not allegations. Learn more

19,080

Total Claims

$7.9M

Drug Cost

1,611

Beneficiaries

$4,912

Cost/Patient

Risk Score Breakdown 3/100

Low (0)Moderate (15)Elevated (30)High (50+)
Cost per patient outlier+3

Score components are additive. Read full methodology

Peer Comparison vs. 6,382 Endocrinology providers

+25%

Cost per patient vs peers

$4,912 vs $3,933 avg

-4%

Brand preference vs peers

49.0% vs 51.2% avg

Brand vs Generic

51% generic

Brand: 8,272 claims · $7.5M

Generic: 8,597 claims · $316K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Empagliflozin1,192$1.1M
Insulin Aspart518$583K
Semaglutide428$566K
Dapagliflozin Propanediol581$474K
Insulin Aspart Prot/Insuln Asp397$450K
Sitagliptin Phosphate481$417K
Semaglutide272$376K
Insulin Lispro Protamin/Lispro253$305K
Linagliptin337$276K
Dulaglutide178$244K
Insulin Lispro223$222K
Insulin Glargine,hum.Rec.Anlog349$209K
Insulin Lispro Protamin/Lispro208$187K
Sitagliptin Phos/Metformin Hcl202$177K
Insulin Degludec112$172K

Prescribing Profile

65

Unique Drugs

$2.7M

IRA Negotiated Drugs

$1.2M

GLP-1 Drugs

3.0

Anomaly Score

Patient Profile

74

Avg Age

58%

Female

1.69

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