⚠️

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 →

Cristobal RosarioM.D.

Internal Medicine · Palm Harbor, FL 34684

NPI: 1104808153

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24

🟡 Moderate

ML Fraud Detection Score: 84%

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-prescriberHigh fills per patient

Risk indicators are statistical patterns, not allegations. Learn more

11,424

Total Claims

$562K

Drug Cost

511

Beneficiaries

$1,101

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

+137%

Opioid rate vs peers

5.3% vs 2.2% avg

-22%

Cost per patient vs peers

$1,101 vs $1,411 avg

-26%

Brand preference vs peers

7.8% 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.

🔎 Data Overview

🤖

ML fraud detection score of 84% 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

5.3%

Opioid Rate

605

Opioid Claims

$13K

Opioid Cost

Long-Acting Rate

Brand vs Generic

92% generic

Brand: 888 claims · $398K

Generic: 10,450 claims · $160K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Semaglutide27$45K
Apixaban45$44K
Dapagliflozin Propanediol19$31K
Rivaroxaban30$29K
Budesonide/Formoterol Fumarate48$25K
Linaclotide11$17K
Brexpiprazole12$17K
Fluticasone Propionate17$13K
Insulin Nph Hum/Reg Insulin Hm25$11K
Albuterol Sulfate170$9,498
Insulin Glargine,hum.Rec.Anlog14$8,244
Tiotropium Bromide11$8,214
Levothyroxine Sodium550$7,751
Insulin Nph Human Isophane21$7,107
Insulin Nph Hum/Reg Insulin Hm11$5,573

Prescribing Profile

136

Unique Drugs

$104K

IRA Negotiated Drugs

$45K

GLP-1 Drugs

24.0

Anomaly Score

Patient Profile

72

Avg Age

50%

Female

1.91

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