⚠️

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 →

Christopher WoodD.O.

Internal Medicine · Lewisburg, WV 24901

NPI: 1053570101

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24

🟡 Moderate

🤖 ML Fraud Detection Score: 93%

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

Learn more →

Risk Flags

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

Risk indicators are statistical patterns, not allegations. Learn more

9,358

Total Claims

$779K

Drug Cost

372

Beneficiaries

$2,093

Cost/Patient

Risk Score Breakdown 24/100

Low (0)Moderate (15)Elevated (30)High (50+)
Elderly antipsychotic prescribing+10
Opioid + benzodiazepine combo+8
High fills per patient+3

Score components are additive. Read full methodology

Peer Comparison vs. 110,156 Internal Medicine providers

+32%

Opioid rate vs peers

2.9% vs 2.2% avg

+48%

Cost per patient vs peers

$2,093 vs $1,411 avg

+22%

Brand preference vs peers

13.0% 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 93% indicates prescribing patterns with significant similarity to confirmed fraud cases. 19 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

2.9%

Opioid Rate

276

Opioid Claims

$4,253

Opioid Cost

5.4%

Long-Acting Rate

Brand vs Generic

87% generic

Brand: 1,211 claims · $638K

Generic: 8,129 claims · $140K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Apixaban281$124K
Semaglutide43$65K
Dapagliflozin Propanediol57$41K
Empagliflozin70$34K
Mirabegron65$32K
Fluticasone/Umeclidin/Vilanter46$31K
Dulaglutide21$29K
Fluticasone/Vilanterol53$29K
Insulin Glargine,hum.Rec.Anlog80$26K
Rivaroxaban19$24K
Sitagliptin Phosphate19$17K
Cyclosporine13$13K
Budesonide/Formoterol Fumarate23$11K
Pentosan Polysulfate Sodium16$8,019
Atorvastatin Calcium566$6,599

Prescribing Profile

134

Unique Drugs

$241K

IRA Negotiated Drugs

$94K

GLP-1 Drugs

24.0

Anomaly Score

Patient Profile

76

Avg Age

57%

Female

1.68

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