⚠️

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 →

Gregory ParrantoMD

Family Practice · Lima, OH 45801

NPI: 1447238993

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26

🟡 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.

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Risk Flags

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

Risk indicators are statistical patterns, not allegations. Learn more

18,489

Total Claims

$2.1M

Drug Cost

564

Beneficiaries

$3,693

Cost/Patient

Risk Score Breakdown 26/100

Low (0)Moderate (15)Elevated (30)High (50+)
Elderly antipsychotic prescribing+10
Opioid + benzodiazepine combo+8
High fills per patient+5

Score components are additive. Read full methodology

Peer Comparison vs. 106,889 Family Practice providers

-1%

Opioid rate vs peers

2.6% vs 2.6% avg

+246%

Cost per patient vs peers

$3,693 vs $1,068 avg

+64%

Brand preference vs peers

14.8% vs 9.0% 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

2.6%

Opioid Rate

472

Opioid Claims

$12K

Opioid Cost

Long-Acting Rate

Brand vs Generic

85% generic

Brand: 2,709 claims · $1.7M

Generic: 15,603 claims · $399K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Dulaglutide109$138K
Sitagliptin Phosphate261$114K
Apixaban171$103K
Insulin Glargine,hum.Rec.Anlog118$80K
Empagliflozin75$71K
Tiotropium Bromide90$61K
Paliperidone Palmitate17$52K
Linagliptin63$46K
Mirabegron84$43K
Tiotropium Br/Olodaterol Hcl52$42K
Semaglutide37$40K
Darunavir/Cobicistat12$31K
Budesonide/Formoterol Fumarate46$30K
Dolutegravir Sodium12$28K
Fluticasone/Umeclidin/Vilanter35$27K

Prescribing Profile

196

Unique Drugs

$361K

IRA Negotiated Drugs

$198K

GLP-1 Drugs

26.0

Anomaly Score

Patient Profile

68

Avg Age

53%

Female

1.88

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