⚠️

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 →

Darryl WhiteM.D.

Family Practice · Fairfield, TX 75840

NPI: 1154316974

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24

🟡 Moderate

ML Fraud Detection Score: 86%

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

25,947

Total Claims

$1.6M

Drug Cost

1,167

Beneficiaries

$1,369

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

-7%

Opioid rate vs peers

2.4% vs 2.6% avg

+28%

Cost per patient vs peers

$1,369 vs $1,068 avg

+22%

Brand preference vs peers

11.0% 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 86% indicates prescribing patterns with significant similarity to confirmed fraud cases. 17 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

2.4%

Opioid Rate

625

Opioid Claims

$9,317

Opioid Cost

1.8%

Long-Acting Rate

Brand vs Generic

89% generic

Brand: 2,842 claims · $1.2M

Generic: 23,011 claims · $421K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Apixaban417$206K
Semaglutide115$155K
Dulaglutide117$120K
Empagliflozin64$59K
Rivaroxaban108$56K
Sitagliptin Phosphate106$49K
Insulin Glargine,hum.Rec.Anlog80$38K
Fluticasone/Umeclidin/Vilanter50$35K
Dapagliflozin Propanediol32$32K
Sitagliptin Phos/Metformin Hcl31$32K
Liraglutide16$31K
Fluticasone/Vilanterol66$28K
Insulin Glargine,hum.Rec.Anlog62$24K
Tirzepatide22$24K
Budesonide/Formoterol Fumarate52$21K

Prescribing Profile

222

Unique Drugs

$410K

IRA Negotiated Drugs

$330K

GLP-1 Drugs

24.0

Anomaly Score

Patient Profile

74

Avg Age

58%

Female

1.12

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