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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.

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John Warren

Internal Medicine · Tuscaloosa, AL 35404

NPI: 1013120104

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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

28,513

Total Claims

$2.9M

Drug Cost

1,196

Beneficiaries

$2,422

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

+35%

Opioid rate vs peers

3.0% vs 2.2% avg

+72%

Cost per patient vs peers

$2,422 vs $1,411 avg

+30%

Brand preference vs peers

13.8% 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.

Opioid Prescribing

3.0%

Opioid Rate

864

Opioid Claims

$15K

Opioid Cost

3.0%

Long-Acting Rate

Brand vs Generic

86% generic

Brand: 3,905 claims · $2.3M

Generic: 24,352 claims · $590K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Apixaban570$345K
Dulaglutide247$261K
Insulin Glargine,hum.Rec.Anlog153$102K
Empagliflozin142$94K
Tirzepatide82$94K
Semaglutide64$70K
Rivaroxaban78$69K
Rifaximin27$60K
Insulin Lispro49$58K
Sitagliptin Phos/Metformin Hcl74$54K
Pimavanserin Tartrate23$53K
Insulin Glargine,hum.Rec.Anlog74$52K
Collagenase Clostridium Hist.12$50K
Fluticasone/Umeclidin/Vilanter59$43K
Mirabegron66$40K

Prescribing Profile

240

Unique Drugs

$619K

IRA Negotiated Drugs

$441K

GLP-1 Drugs

24.0

Anomaly Score

Patient Profile

74

Avg Age

61%

Female

1.50

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