⚠️

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 GrayD.O.

Family Practice · Forest Grove, OR 97116

NPI: 1003810441

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15

🟡 Moderate

🤖 ML Fraud Detection Score: 84%

Machine learning model identifies prescribing patterns consistent with confirmed fraud cases. This is a statistical indicator, not an accusation.

Learn more →

Risk Flags

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

Risk indicators are statistical patterns, not allegations. Learn more

9,059

Total Claims

$750K

Drug Cost

805

Beneficiaries

$932

Cost/Patient

Risk Score Breakdown 15/100

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

Score components are additive. Read full methodology

Peer Comparison vs. 106,889 Family Practice providers

+97%

Opioid rate vs peers

5.1% vs 2.6% avg

-13%

Cost per patient vs peers

$932 vs $1,068 avg

+27%

Brand preference vs peers

11.4% 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 84% 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

5.1%

Opioid Rate

461

Opioid Claims

$13K

Opioid Cost

4.6%

Long-Acting Rate

Brand vs Generic

89% generic

Brand: 1,023 claims · $577K

Generic: 7,953 claims · $169K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Apixaban118$118K
Insulin Glargine,hum.Rec.Anlog86$64K
Empagliflozin48$58K
Semaglutide45$49K
Rivaroxaban40$41K
Fluticasone/Umeclidin/Vilanter30$23K
Insulin Aspart13$15K
Lipase/Protease/Amylase17$14K
Fluticasone/Vilanterol22$13K
Pregabalin12$12K
Gabapentin334$10K
Budesonide/Formoterol Fumarate23$9,776
Umeclidinium Brm/Vilanterol Tr19$8,739
Fluticasone Propion/Salmeterol28$8,348
Fluticasone Propion/Salmeterol18$8,251

Prescribing Profile

132

Unique Drugs

$232K

IRA Negotiated Drugs

$49K

GLP-1 Drugs

15.0

Anomaly Score

Patient Profile

74

Avg Age

51%

Female

1.17

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