Confirmed

Patient Information

Patient Name
Sophia Brown
MRN
DEMO73148
Location
-

Culture Information

Organism
Staphylococcus aureus
Collected
01/24/2026 20:47
Source
Blood

CLABSI Details

Device Days 4
Line Site Right internal jugular vein
Line Type Central Venous Catheter
Inserted 01/20/2026
Removed -

LLM Classifications

HAI 85.0% confidence 2026-01-24 21:50
Reasoning:

Case meets basic CLABSI eligibility criteria MBI-LCBI: Staphylococcus aureus is not an MBI-eligible organism No exclusion criteria met - classifying as CLABSI Line infection explicitly suspected by clinical team Line was removed due to suspected infection CLASSIFICATION: CLABSI - Central line in place 4 days at time of culture - Organism: Staphylococcus aureus - No alternate infection source identified - Meets NHSN CLABSI criteria

Supporting Evidence:
Progress Note: 2026-01-25
Line infection suspected by clinical team
Supports CLABSI attribution
Confidence: 85% Model: llama3.1:70b Prompt: clabsi_extraction_v1

NHSN Criteria Assessment

Initial Screening Criteria

BSI with central line present >2 days

LLM Classification

LLM review complete

IP Review

Confirmed as HAI

Classification Complete

Confirmed as CLABSI

This candidate has been confirmed and will be reported to NHSN.

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