⚠️

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 →

Roman MalleyMD

Internal Medicine · Fresno, CA 93722

NPI: 1083655443

Share:

31

🟠 Elevated

🤖 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

Elevated long-acting opioid rateHigh antipsychotic prescribing (65+)Opioid + benzodiazepine co-prescriberExtreme fills per patient

Risk indicators are statistical patterns, not allegations. Learn more

26,788

Total Claims

$1.6M

Drug Cost

689

Beneficiaries

$2,291

Cost/Patient

Risk Score Breakdown 31/100

Low (0)Moderate (15)Elevated (30)High (50+)
Elderly antipsychotic prescribing+10
Opioid + benzodiazepine combo+8
High fills per patient+5
Long-acting opioid rate+4

Score components are additive. Read full methodology

Peer Comparison vs. 110,156 Internal Medicine providers

-43%

Opioid rate vs peers

1.3% vs 2.2% avg

+62%

Cost per patient vs peers

$2,291 vs $1,411 avg

+25%

Brand preference vs peers

13.2% 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

1.3%

Opioid Rate

342

Opioid Claims

$14K

Opioid Cost

15.2%

Long-Acting Rate

Brand vs Generic

87% generic

Brand: 3,537 claims · $1.2M

Generic: 23,181 claims · $423K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Dulaglutide185$156K
Apixaban519$153K
Semaglutide54$61K
Empagliflozin73$59K
Fluticasone/Umeclidin/Vilanter65$51K
Evolocumab28$38K
Dapagliflozin Propanediol61$33K
Rivaroxaban107$27K
Sacubitril/Valsartan132$26K
Insulin Glargine,hum.Rec.Anlog114$26K
Linaclotide77$26K
Atorvastatin Calcium2,323$24K
Budesonide/Formoterol Fumarate57$24K
Empagliflozin/Linagliptin19$23K
Brexpiprazole14$18K

Prescribing Profile

203

Unique Drugs

$323K

IRA Negotiated Drugs

$217K

GLP-1 Drugs

31.0

Anomaly Score

Patient Profile

76

Avg Age

40%

Female

1.64

Avg Risk Score

Explore More

Data from CMS Medicare Part D Prescriber Public Use File, 2023. Risk scores are statistical indicators, not allegations.Methodology · About