⚠️

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 →

Noelle FranklynMD

Family Practice · North Muskegon, MI 49445

NPI: 1235145244

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29

🟡 Moderate

ML Fraud Detection Score: 88%

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

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

Risk indicators are statistical patterns, not allegations. Learn more

26,662

Total Claims

$2.0M

Drug Cost

938

Beneficiaries

$2,113

Cost/Patient

Risk Score Breakdown 29/100

Low (0)Moderate (15)Elevated (30)High (50+)
Elderly antipsychotic prescribing+10
Opioid + benzodiazepine combo+8
Long-acting opioid rate+4
High fills per patient+3

Score components are additive. Read full methodology

Peer Comparison vs. 106,889 Family Practice providers

+70%

Opioid rate vs peers

4.4% vs 2.6% avg

+98%

Cost per patient vs peers

$2,113 vs $1,068 avg

+54%

Brand preference vs peers

13.8% 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 88% indicates prescribing patterns with significant similarity to confirmed fraud cases. 18 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

4.4%

Opioid Rate

1,171

Opioid Claims

$50K

Opioid Cost

18.3%

Long-Acting Rate

Brand vs Generic

86% generic

Brand: 3,673 claims · $1.4M

Generic: 22,867 claims · $574K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Apixaban864$283K
Dulaglutide63$55K
Paliperidone Palmitate14$46K
Insulin Glargine,hum.Rec.Anlog275$44K
Rivaroxaban127$42K
Cariprazine Hcl36$34K
Fluticasone/Umeclidin/Vilanter53$33K
Sitagliptin Phosphate85$33K
Rsv Vacc, Pref A And Pref B/Pf82$26K
Linaclotide57$26K
Aripiprazole11$24K
Insulin Aspart105$24K
Lipase/Protease/Amylase12$24K
Oxycodone Hcl49$21K
Fluticasone/Vilanterol51$19K

Prescribing Profile

227

Unique Drugs

$419K

IRA Negotiated Drugs

$55K

GLP-1 Drugs

29.0

Anomaly Score

Patient Profile

80

Avg Age

66%

Female

2.50

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 of wrongdoing.Methodology · About · Dispute this data