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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 →

Yvette WilliamsPA-C

Physician Assistant · Arlington, GA 39813

NPI: 1003257593

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21

🟡 Moderate

🤖 ML Fraud Detection Score: 98%

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-prescriberExtreme fills per patient

Risk indicators are statistical patterns, not allegations. Learn more

9,868

Total Claims

$641K

Drug Cost

276

Beneficiaries

$2,323

Cost/Patient

Risk Score Breakdown 21/100

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

Score components are additive. Read full methodology

Peer Comparison vs. 109,535 Physician Assistant providers

-78%

Opioid rate vs peers

2.0% vs 9.2% avg

+223%

Cost per patient vs peers

$2,323 vs $719 avg

+49%

Brand preference vs peers

9.9% vs 6.7% 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

🤖

Our machine learning model — trained on 281 confirmed fraud cases — gives this provider a "Very High" fraud-pattern score. All 20 decision trees in our ensemble model agree that this provider's prescribing patterns resemble those of confirmed fraud cases. This is a statistical finding, not an accusation.

⚠️

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

2.0%

Opioid Rate

198

Opioid Claims

$1,358

Opioid Cost

Long-Acting Rate

Brand vs Generic

90% generic

Brand: 965 claims · $486K

Generic: 8,776 claims · $149K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Dulaglutide45$59K
Apixaban75$52K
Sitagliptin Phosphate50$41K
Empagliflozin61$38K
Semaglutide28$28K
Amlodipine/Atorvastatin128$27K
Mirabegron38$26K
Insulin Glargine,hum.Rec.Anlog46$24K
Linaclotide43$24K
Rivaroxaban36$20K
Sacubitril/Valsartan25$16K
Insulin Nph Hum/Reg Insulin Hm21$16K
Dapagliflozin Propanediol15$13K
Insulin Lispro12$12K
Linagliptin17$9,558

Prescribing Profile

136

Unique Drugs

$181K

IRA Negotiated Drugs

$86K

GLP-1 Drugs

21.0

Anomaly Score

Patient Profile

72

Avg Age

61%

Female

1.28

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