⚠️

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 →

Johnny IngramM.D.

Family Practice · Vidalia, LA 71373

NPI: 1437100419

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26

🟡 Moderate

ML Fraud Detection Score: 91%

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

27,589

Total Claims

$1.9M

Drug Cost

846

Beneficiaries

$2,247

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

-8%

Opioid rate vs peers

2.4% vs 2.6% avg

+110%

Cost per patient vs peers

$2,247 vs $1,068 avg

+23%

Brand preference vs peers

11.1% 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 91% 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

2.4%

Opioid Rate

655

Opioid Claims

$11K

Opioid Cost

Long-Acting Rate

Brand vs Generic

89% generic

Brand: 3,037 claims · $1.6M

Generic: 24,353 claims · $336K

Top Prescribed Drugs

Drug (Generic)ClaimsCost
Empagliflozin245$171K
Apixaban342$141K
Fluticasone/Umeclidin/Vilanter128$98K
Insulin Glargine,hum.Rec.Anlog100$69K
Sitagliptin Phosphate102$65K
Insulin Degludec42$64K
Apremilast13$55K
Sacubitril/Valsartan86$54K
Linaclotide82$52K
Rivaroxaban81$51K
Dapagliflozin Propanediol51$38K
Tirzepatide30$34K
Insulin Degludec52$30K
Budesonide/Glycopyr/Formoterol35$25K
Linagliptin36$25K

Prescribing Profile

222

Unique Drugs

$560K

IRA Negotiated Drugs

$84K

GLP-1 Drugs

26.0

Anomaly Score

Patient Profile

72

Avg Age

57%

Female

1.34

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