⚠️

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 →

James RiderD.O.

Family Practice · Winchester, KS 66097

NPI: 1215968870

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26

🟡 Moderate

ML Fraud Detection Score: 94%

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-prescriberExtreme fills per patient

Risk indicators are statistical patterns, not allegations. Learn more

45,861

Total Claims

$4.2M

Drug Cost

1,110

Beneficiaries

$3,792

Cost/Patient

Risk Score Breakdown 26/100

Low (0)Moderate (15)Elevated (30)High (50+)
Elderly antipsychotic prescribing+10
Opioid + benzodiazepine combo+8
High fills per patient+5

Score components are additive. Read full methodology

Peer Comparison vs. 106,889 Family Practice providers

-3%

Opioid rate vs peers

2.5% vs 2.6% avg

+255%

Cost per patient vs peers

$3,792 vs $1,068 avg

+108%

Brand preference vs peers

18.7% 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 94% indicates prescribing patterns with significant similarity to confirmed fraud cases. 19 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

1,151

Opioid Claims

$110K

Opioid Cost

17.1%

Long-Acting Rate

Brand vs Generic

81% generic

Brand: 8,504 claims · $3.1M

Generic: 37,008 claims · $1.1M

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Apixaban947$360K
Deutetrabenazine91$317K
Semaglutide140$139K
Rivastigmine581$129K
Paliperidone Palmitate42$115K
Aripiprazole40$113K
Insulin Aspart177$105K
Insulin Glargine,hum.Rec.Anlog203$96K
Deutetrabenazine31$79K
Sitagliptin Phosphate211$77K
Mirabegron211$62K
Oxycodone Hcl49$61K
Liraglutide84$61K
Eslicarbazepine Acetate85$60K
Insulin Glargine,hum.Rec.Anlog134$54K

Prescribing Profile

288

Unique Drugs

$659K

IRA Negotiated Drugs

$286K

GLP-1 Drugs

26.0

Anomaly Score

Patient Profile

75

Avg Age

61%

Female

1.98

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