⚠️

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 →

Kristen Tobin VealeyM.D.

Hospitalist · Oak Park, IL 60302

NPI: 1003105511

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13

🟢 Low

🤖 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

1,827

Total Claims

$117K

Drug Cost

342

Beneficiaries

$341

Cost/Patient

Risk Score Breakdown 13/100

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. 16,767 Hospitalist providers

+123%

Opioid rate vs peers

6.7% vs 3.0% avg

-20%

Cost per patient vs peers

$341 vs $427 avg

+31%

Brand preference vs peers

6.9% vs 5.2% 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

6.7%

Opioid Rate

122

Opioid Claims

$7,015

Opioid Cost

Long-Acting Rate

Brand vs Generic

93% generic

Brand: 124 claims · $91K

Generic: 1,683 claims · $24K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Semaglutide11$11K
Atorvastatin Calcium66$1,200
Levothyroxine Sodium57$986
Gabapentin52$670
Amlodipine Besylate49$643
Mirtazapine12$607
Hydrocodone/Acetaminophen50$590
Trazodone Hcl21$433
Metoprolol Succinate30$361
Losartan Potassium27$359
Furosemide70$355
Sertraline Hcl28$348
Pantoprazole Sodium29$339
Amoxicillin/Potassium Clav33$329
Metformin Hcl16$326

Prescribing Profile

52

Unique Drugs

$11K

GLP-1 Drugs

13.0

Anomaly Score

Patient Profile

76

Avg Age

57%

Female

2.81

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