⚠️

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 →

James GibsonM.D.

Internal Medicine · Waterford, MI 48327

NPI: 1104838655

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21

🟡 Moderate

ML Fraud Detection Score: 90%

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-prescriber

Risk indicators are statistical patterns, not allegations. Learn more

13,869

Total Claims

$1.2M

Drug Cost

844

Beneficiaries

$1,480

Cost/Patient

Risk Score Breakdown 21/100

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

Score components are additive. Read full methodology

Peer Comparison vs. 110,156 Internal Medicine providers

+64%

Opioid rate vs peers

3.7% vs 2.2% avg

+5%

Cost per patient vs peers

$1,480 vs $1,411 avg

-3%

Brand preference vs peers

10.3% 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 90% 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

3.7%

Opioid Rate

509

Opioid Claims

$6,104

Opioid Cost

2.2%

Long-Acting Rate

Brand vs Generic

90% generic

Brand: 1,414 claims · $979K

Generic: 12,327 claims · $265K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Apixaban192$205K
Dulaglutide77$116K
Rivaroxaban61$65K
Fluticasone/Umeclidin/Vilanter65$53K
Sitagliptin Phosphate48$51K
Semaglutide36$42K
Insulin Aspart22$38K
Empagliflozin30$38K
Insulin Detemir47$30K
Insulin Glargine,hum.Rec.Anlog36$30K
Canagliflozin18$30K
Dapagliflozin Propanediol26$22K
Tirzepatide14$17K
Tenofovir Alafenamide12$16K
Mirabegron13$15K

Prescribing Profile

164

Unique Drugs

$420K

IRA Negotiated Drugs

$187K

GLP-1 Drugs

21.0

Anomaly Score

Patient Profile

76

Avg Age

52%

Female

1.21

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