⚠️

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 →

Daria Dreboty-CerimeleM.D.

Family Practice · Middlefield, OH 44062

NPI: 1073527487

Share:

24

🟡 Moderate

ML Fraud Detection Score: 86%

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

19,113

Total Claims

$1.5M

Drug Cost

682

Beneficiaries

$2,211

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. 106,889 Family Practice providers

-21%

Opioid rate vs peers

2.0% vs 2.6% avg

+107%

Cost per patient vs peers

$2,211 vs $1,068 avg

+62%

Brand preference vs peers

14.5% 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 86% indicates prescribing patterns with significant similarity to confirmed fraud cases. 17 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

2.0%

Opioid Rate

387

Opioid Claims

$11K

Opioid Cost

13.2%

Long-Acting Rate

Brand vs Generic

86% generic

Brand: 2,772 claims · $1.0M

Generic: 16,292 claims · $490K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Apixaban382$141K
Paliperidone Palmitate48$112K
Semaglutide48$55K
Empagliflozin123$50K
Cariprazine Hcl73$47K
Sitagliptin Phosphate125$37K
Dulaglutide30$37K
Rivaroxaban99$34K
Fluticasone/Umeclidin/Vilanter30$31K
Insulin Glargine,hum.Rec.Anlog119$28K
Vortioxetine Hydrobromide98$27K
Daptomycin15$25K
Glatiramer Acetate20$23K
Tiotropium Bromide34$21K
Potassium Chloride486$19K

Prescribing Profile

214

Unique Drugs

$286K

IRA Negotiated Drugs

$101K

GLP-1 Drugs

24.0

Anomaly Score

Patient Profile

75

Avg Age

62%

Female

2.06

Avg Risk Score

Explore More

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