⚠️

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 →

Odilon ClaravallM.D.

Internal Medicine · Laurel, DE 19956

NPI: 1093800401

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24

🟡 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.

Learn more →

Risk Flags

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

Risk indicators are statistical patterns, not allegations. Learn more

13,695

Total Claims

$1.2M

Drug Cost

676

Beneficiaries

$1,772

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

+50%

Opioid rate vs peers

3.4% vs 2.2% avg

+26%

Cost per patient vs peers

$1,772 vs $1,411 avg

+6%

Brand preference vs peers

11.3% 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

3.4%

Opioid Rate

459

Opioid Claims

$21K

Opioid Cost

11.5%

Long-Acting Rate

Brand vs Generic

89% generic

Brand: 1,532 claims · $906K

Generic: 12,072 claims · $290K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Apixaban201$182K
Semaglutide71$84K
Empagliflozin93$74K
Rivaroxaban70$58K
Lipase/Protease/Amylase20$57K
Dapagliflozin Propanediol29$39K
Semaglutide26$36K
Sitagliptin Phos/Metformin Hcl20$33K
Dulaglutide23$25K
Sacubitril/Valsartan25$25K
Liraglutide14$19K
Fluticasone/Umeclidin/Vilanter15$17K
Insulin Detemir18$14K
Sitagliptin Phosphate15$13K
Mirabegron23$13K

Prescribing Profile

168

Unique Drugs

$391K

IRA Negotiated Drugs

$175K

GLP-1 Drugs

24.0

Anomaly Score

Patient Profile

75

Avg Age

55%

Female

1.17

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