⚠️

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 →

David KimbellM.D.

Internal Medicine · Alliance, OH 44601

NPI: 1427057819

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15

🟡 Moderate

ML Fraud Detection Score: 88%

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

21,170

Total Claims

$2.0M

Drug Cost

1,180

Beneficiaries

$1,670

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. 110,156 Internal Medicine providers

-26%

Opioid rate vs peers

1.7% vs 2.2% avg

+18%

Cost per patient vs peers

$1,670 vs $1,411 avg

-4%

Brand preference vs peers

10.2% 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 88% 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

1.7%

Opioid Rate

353

Opioid Claims

$6,813

Opioid Cost

6.8%

Long-Acting Rate

Brand vs Generic

90% generic

Brand: 2,144 claims · $1.5M

Generic: 18,861 claims · $419K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Apixaban205$208K
Empagliflozin114$131K
Rivaroxaban138$128K
Fluticasone/Umeclidin/Vilanter112$109K
Dulaglutide65$78K
Semaglutide70$76K
Sitagliptin Phosphate32$47K
Dapagliflozin Propanediol41$40K
Tiotropium Bromide40$39K
Sitagliptin Phos/Metformin Hcl33$39K
Mirabegron37$35K
Umeclidinium Brm/Vilanterol Tr53$35K
Omeprazole/Sodium Bicarbonate12$33K
Insulin Lispro Protamin/Lispro30$32K
Semaglutide17$23K

Prescribing Profile

200

Unique Drugs

$554K

IRA Negotiated Drugs

$198K

GLP-1 Drugs

15.0

Anomaly Score

Patient Profile

74

Avg Age

55%

Female

1.13

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