⚠️

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 →

Harold RothD.O.

General Practice · Lansing, MI 48912

NPI: 1023005659

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33

🟠 Elevated

🤖 ML Fraud Detection Score: Very High

Machine learning model identifies prescribing patterns consistent with confirmed fraud cases. This is a statistical indicator, not an accusation.

Learn more →

Risk Flags

High long-acting opioid rate vs peersHigh antipsychotic prescribing (65+)Opioid + benzodiazepine co-prescriberHigh fills per patient

Risk indicators are statistical patterns, not allegations. Learn more

14,880

Total Claims

$1.1M

Drug Cost

531

Beneficiaries

$2,046

Cost/Patient

Risk Score Breakdown 33/100

Low (0)Moderate (15)Elevated (30)High (50+)
Elderly antipsychotic prescribing+10
Long-acting opioid rate+8
Opioid + benzodiazepine combo+8
High fills per patient+3

Score components are additive. Read full methodology

Peer Comparison vs. 7,389 General Practice providers

+117%

Opioid rate vs peers

5.4% vs 2.5% avg

+81%

Cost per patient vs peers

$2,046 vs $1,128 avg

+26%

Brand preference vs peers

10.6% vs 8.4% 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

🤖

Our machine learning model — trained on 281 confirmed fraud cases — gives this provider a "Very High" fraud-pattern score. All 20 decision trees in our ensemble model agree that this provider's prescribing patterns resemble those of confirmed fraud cases. This is a statistical finding, not an accusation.

⚠️

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

5.4%

Opioid Rate

801

Opioid Claims

$47K

Opioid Cost

16.4%

Long-Acting Rate

Brand vs Generic

89% generic

Brand: 1,570 claims · $843K

Generic: 13,196 claims · $236K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Tirzepatide132$143K
Apixaban87$74K
Empagliflozin37$54K
Rivaroxaban68$47K
Sitagliptin Phosphate35$40K
Fluticasone/Umeclidin/Vilanter48$33K
Oxycodone Hcl21$23K
Sitagliptin Phos/Metformin Hcl28$22K
Semaglutide12$19K
Mirabegron30$18K
Dapagliflozin Propanediol15$18K
Brexpiprazole14$17K
Budesonide/Formoterol Fumarate34$17K
Ipratropium/Albuterol Sulfate17$15K
Insulin Glargine,hum.Rec.Anlog40$15K

Prescribing Profile

187

Unique Drugs

$246K

IRA Negotiated Drugs

$162K

GLP-1 Drugs

33.0

Anomaly Score

Patient Profile

73

Avg Age

54%

Female

1.38

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.Methodology · About