⚠️

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 →

Timothy OneillDO

Family Practice · Clarkston, MI 48346

NPI: 1033117890

Share:

21

🟡 Moderate

ML Fraud Detection Score: 99%

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

Learn more →

Risk Flags

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

Risk indicators are statistical patterns, not allegations. Learn more

9,893

Total Claims

$888K

Drug Cost

639

Beneficiaries

$1,390

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. 106,889 Family Practice providers

+32%

Opioid rate vs peers

3.4% vs 2.6% avg

+30%

Cost per patient vs peers

$1,390 vs $1,068 avg

+21%

Brand preference vs peers

10.9% 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

🤖

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

3.4%

Opioid Rate

337

Opioid Claims

$6,524

Opioid Cost

Long-Acting Rate

Brand vs Generic

89% generic

Brand: 1,067 claims · $666K

Generic: 8,759 claims · $219K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Apixaban72$84K
Insulin Glargine,hum.Rec.Anlog59$58K
Sitagliptin Phosphate52$57K
Liraglutide16$45K
Tirzepatide33$41K
Dulaglutide26$37K
Empagliflozin23$32K
Dapagliflozin Propanediol25$32K
Semaglutide18$26K
Fluticasone/Umeclidin/Vilanter20$25K
Insulin Aspart18$20K
Linaclotide24$19K
Evolocumab13$14K
Budesonide/Formoterol Fumarate24$13K
Mirabegron19$10K

Prescribing Profile

156

Unique Drugs

$226K

IRA Negotiated Drugs

$149K

GLP-1 Drugs

21.0

Anomaly Score

Patient Profile

72

Avg Age

44%

Female

1.28

Avg Risk Score

Explore More

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