⚠️

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 →

Jess RoyD.O.

Family Practice · Tulsa, OK 74145

NPI: 1003889551

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21

🟡 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.

Learn more →

Risk Flags

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

Risk indicators are statistical patterns, not allegations. Learn more

9,323

Total Claims

$881K

Drug Cost

536

Beneficiaries

$1,643

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

+8%

Opioid rate vs peers

2.8% vs 2.6% avg

+54%

Cost per patient vs peers

$1,643 vs $1,068 avg

+18%

Brand preference vs peers

10.7% 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

2.8%

Opioid Rate

260

Opioid Claims

$3,823

Opioid Cost

Long-Acting Rate

Brand vs Generic

89% generic

Brand: 986 claims · $702K

Generic: 8,272 claims · $175K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Fluticasone/Umeclidin/Vilanter97$78K
Empagliflozin67$71K
Semaglutide58$70K
Dapagliflozin Propanediol42$57K
Tirzepatide37$55K
Apixaban54$41K
Sitagliptin Phosphate25$28K
Brexpiprazole12$18K
Insulin Glargine,hum.Rec.Anlog15$17K
Insulin Lispro11$17K
Budesonide/Glycopyr/Formoterol23$16K
Rosuvastatin Calcium207$16K
Rivaroxaban11$16K
Dulaglutide12$12K
Insulin Detemir15$11K

Prescribing Profile

138

Unique Drugs

$213K

IRA Negotiated Drugs

$137K

GLP-1 Drugs

21.0

Anomaly Score

Patient Profile

73

Avg Age

61%

Female

1.34

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.Methodology · About