⚠️

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 →

Drew SmithM.D.

Family Practice · Warsaw, MO 65355

NPI: 1083682991

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24

🟡 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-prescriberHigh fills per patient

Risk indicators are statistical patterns, not allegations. Learn more

18,557

Total Claims

$2.0M

Drug Cost

850

Beneficiaries

$2,410

Cost/Patient

Risk Score Breakdown 24/100

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

Score components are additive. Read full methodology

Peer Comparison vs. 106,889 Family Practice providers

+235%

Opioid rate vs peers

8.6% vs 2.6% avg

+126%

Cost per patient vs peers

$2,410 vs $1,068 avg

+66%

Brand preference vs peers

14.9% 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 92% indicates prescribing patterns with significant similarity to confirmed fraud cases. 18 out of 20 decision trees flagged this provider.

💊

Opioid rate is 235% above Family Practice peers. This is a significant deviation that may reflect a specialized patient population or concerning prescribing patterns.

⚠️

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

8.6%

Opioid Rate

1,604

Opioid Claims

$96K

Opioid Cost

10.9%

Long-Acting Rate

Brand vs Generic

85% generic

Brand: 2,749 claims · $1.7M

Generic: 15,652 claims · $330K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Semaglutide190$255K
Empagliflozin203$211K
Fluticasone/Umeclidin/Vilanter109$89K
Apixaban141$87K
Rivaroxaban90$80K
Tofacitinib Citrate12$71K
Dulaglutide31$66K
Insulin Aspart47$54K
Budesonide/Formoterol Fumarate91$51K
Insulin Glargine,hum.Rec.Anlog103$50K
Aripiprazole13$38K
Ipratropium/Albuterol Sulfate49$33K
Tiotropium Bromide32$32K
Oxycodone Myristate46$29K
Insulin Degludec45$28K

Prescribing Profile

205

Unique Drugs

$495K

IRA Negotiated Drugs

$340K

GLP-1 Drugs

24.0

Anomaly Score

Patient Profile

72

Avg Age

50%

Female

1.26

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