⚠️

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 AddingtonDO

Internal Medicine · Marengo, OH 43334

NPI: 1003807033

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18

🟡 Moderate

ML Fraud Detection Score: 88%

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

Elevated antipsychotic prescribing (65+)Opioid + benzodiazepine co-prescriberHigh fills per patient

Risk indicators are statistical patterns, not allegations. Learn more

15,677

Total Claims

$1.2M

Drug Cost

798

Beneficiaries

$1,486

Cost/Patient

Risk Score Breakdown 18/100

Low (0)Moderate (15)Elevated (30)High (50+)
Opioid + benzodiazepine combo+8
Elderly antipsychotic prescribing+5
High fills per patient+3

Score components are additive. Read full methodology

Peer Comparison vs. 110,156 Internal Medicine providers

-68%

Opioid rate vs peers

0.7% vs 2.2% avg

+5%

Cost per patient vs peers

$1,486 vs $1,411 avg

+5%

Brand preference vs peers

11.1% vs 10.6% 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 88% 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

0.7%

Opioid Rate

111

Opioid Claims

$1,639

Opioid Cost

Long-Acting Rate

Brand vs Generic

89% generic

Brand: 1,727 claims · $928K

Generic: 13,811 claims · $254K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Apixaban156$140K
Sitagliptin Phosphate97$92K
Dulaglutide74$79K
Fluticasone/Umeclidin/Vilanter71$70K
Insulin Glargine,hum.Rec.Anlog101$70K
Rivaroxaban52$55K
Empagliflozin38$44K
Budesonide/Formoterol Fumarate46$34K
Semaglutide30$30K
Tiotropium Bromide33$27K
Fluticasone/Vilanterol42$18K
Atorvastatin Calcium1,400$17K
Insulin Nph Hum/Reg Insulin Hm19$13K
Tiotropium Bromide24$13K
Canagliflozin21$13K

Prescribing Profile

159

Unique Drugs

$331K

IRA Negotiated Drugs

$109K

GLP-1 Drugs

18.0

Anomaly Score

Patient Profile

72

Avg Age

55%

Female

1.14

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