⚠️

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 →

Robert RoachD.O.

Family Practice · Crosby, TX 77532

NPI: 1043259807

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21

🟡 Moderate

ML Fraud Detection Score: 90%

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

25,651

Total Claims

$2.0M

Drug Cost

1,667

Beneficiaries

$1,200

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

-11%

Opioid rate vs peers

2.3% vs 2.6% avg

+12%

Cost per patient vs peers

$1,200 vs $1,068 avg

+20%

Brand preference vs peers

10.8% 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 90% 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

2.3%

Opioid Rate

589

Opioid Claims

$8,292

Opioid Cost

4.2%

Long-Acting Rate

Brand vs Generic

89% generic

Brand: 2,736 claims · $1.5M

Generic: 22,667 claims · $507K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Apixaban267$255K
Rivaroxaban91$118K
Semaglutide89$106K
Fluticasone/Umeclidin/Vilanter88$105K
Semaglutide57$86K
Empagliflozin36$64K
Insulin Glargine,hum.Rec.Anlog89$63K
Dulaglutide37$62K
Sitagliptin Phosphate42$57K
Fluticasone/Vilanterol59$33K
Insulin Detemir44$31K
Insulin Aspart53$31K
Budesonide/Formoterol Fumarate37$29K
Insulin Lispro49$28K
Fluticasone Propion/Salmeterol57$26K

Prescribing Profile

199

Unique Drugs

$548K

IRA Negotiated Drugs

$269K

GLP-1 Drugs

21.0

Anomaly Score

Patient Profile

73

Avg Age

54%

Female

1.27

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