⚠️

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 ConlonDO

Internal Medicine · Holland, MI 49424

NPI: 1043250129

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21

🟡 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

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

Risk indicators are statistical patterns, not allegations. Learn more

10,968

Total Claims

$876K

Drug Cost

650

Beneficiaries

$1,347

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. 110,156 Internal Medicine providers

+14%

Opioid rate vs peers

2.5% vs 2.2% avg

-5%

Cost per patient vs peers

$1,347 vs $1,411 avg

+4%

Brand preference vs peers

11.0% 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

2.5%

Opioid Rate

279

Opioid Claims

$6,367

Opioid Cost

6.8%

Long-Acting Rate

Brand vs Generic

89% generic

Brand: 1,198 claims · $623K

Generic: 9,683 claims · $247K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Rivaroxaban110$131K
Apixaban69$72K
Dulaglutide49$47K
Empagliflozin49$40K
Insulin Glargine,hum.Rec.Anlog38$33K
Semaglutide12$29K
Sitagliptin Phosphate20$22K
Fluticasone/Umeclidin/Vilanter19$18K
Dapagliflozin Propanediol18$16K
Insulin Lispro13$15K
Atorvastatin Calcium575$13K
Levothyroxine Sodium512$13K
Insulin Glargine,hum.Rec.Anlog12$12K
Insulin Glargine/Lixisenatide13$12K
Tiotropium Bromide15$11K

Prescribing Profile

149

Unique Drugs

$280K

IRA Negotiated Drugs

$76K

GLP-1 Drugs

21.0

Anomaly Score

Patient Profile

75

Avg Age

48%

Female

0.96

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