⚠️

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 →

Michael DandoisD.O.

Family Practice · Kalamazoo, MI 49009

NPI: 1114988359

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15

🟡 Moderate

ML Fraud Detection Score: 87%

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

Elevated antipsychotic prescribing (65+)Opioid + benzodiazepine co-prescriber

Risk indicators are statistical patterns, not allegations. Learn more

12,205

Total Claims

$987K

Drug Cost

779

Beneficiaries

$1,267

Cost/Patient

Risk Score Breakdown 15/100

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

Score components are additive. Read full methodology

Peer Comparison vs. 106,889 Family Practice providers

+126%

Opioid rate vs peers

5.8% vs 2.6% avg

+19%

Cost per patient vs peers

$1,267 vs $1,068 avg

+17%

Brand preference vs peers

10.5% 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 87% 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

5.8%

Opioid Rate

712

Opioid Claims

$20K

Opioid Cost

6.0%

Long-Acting Rate

Brand vs Generic

90% generic

Brand: 1,275 claims · $695K

Generic: 10,842 claims · $285K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Dulaglutide77$85K
Apixaban96$82K
Insulin Glargine,hum.Rec.Anlog85$82K
Dapagliflozin Propanediol58$61K
Sitagliptin Phosphate62$60K
Semaglutide32$43K
Rivaroxaban37$35K
Mirabegron29$20K
Empagliflozin20$18K
Insulin Aspart28$18K
Tirzepatide15$17K
Atorvastatin Calcium670$16K
Fluticasone/Vilanterol16$14K
Linagliptin13$12K
Testosterone29$11K

Prescribing Profile

171

Unique Drugs

$274K

IRA Negotiated Drugs

$144K

GLP-1 Drugs

15.0

Anomaly Score

Patient Profile

75

Avg Age

43%

Female

1.18

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