⚠️

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 →

William DibbleDO

Family Practice · Fayetteville, NY 13066

NPI: 1356301774

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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

19,522

Total Claims

$1.7M

Drug Cost

1,164

Beneficiaries

$1,453

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

-21%

Opioid rate vs peers

2.0% vs 2.6% avg

+36%

Cost per patient vs peers

$1,453 vs $1,068 avg

+39%

Brand preference vs peers

12.5% 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

2.0%

Opioid Rate

398

Opioid Claims

$5,156

Opioid Cost

3.8%

Long-Acting Rate

Brand vs Generic

88% generic

Brand: 2,423 claims · $1.3M

Generic: 16,942 claims · $361K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Sitagliptin Phosphate177$174K
Apixaban182$138K
Semaglutide87$111K
Dulaglutide62$93K
Fluticasone/Umeclidin/Vilanter100$75K
Insulin Glargine,hum.Rec.Anlog129$67K
Rivaroxaban40$52K
Budesonide/Formoterol Fumarate98$51K
Empagliflozin55$48K
Mirabegron39$30K
Tiotropium Bromide22$27K
Semaglutide23$24K
Insulin Glargine,hum.Rec.Anlog61$24K
Linaclotide41$24K
Fluticasone/Vilanterol40$21K

Prescribing Profile

204

Unique Drugs

$461K

IRA Negotiated Drugs

$229K

GLP-1 Drugs

21.0

Anomaly Score

Patient Profile

73

Avg Age

47%

Female

1.12

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