Confirmed

Patient Information

Patient Name
Sophia Smith
MRN
NHSN858681
Location
-

Culture Information

Organism
Klebsiella pneumoniae
Collected
01/17/2026 09:45
Source
Blood

CLABSI Details

Device Days 6
Line Site Right subclavian vein
Line Type Central Venous Catheter
Inserted 01/10/2026
Removed 01/16/2026

LLM Classifications

HAI 65.0% confidence 2026-01-18 11:09
Reasoning:

Case meets basic CLABSI eligibility criteria MBI-LCBI: Klebsiella pneumoniae IS an MBI-eligible organism MBI-LCBI: Patient does not meet population criteria (not neutropenic, not allo-HSCT) No exclusion criteria met - classifying as CLABSI CLASSIFICATION: CLABSI - Central line in place 6 days at time of culture - Organism: Klebsiella pneumoniae - No alternate infection source identified - Meets NHSN CLABSI criteria Review flags: - Documentation quality is poor - limited clinical context

Confidence: 65% Model: llama3.1:70b Prompt: clabsi_extraction_v1
HAI 95.0% confidence 2026-01-17 22:30
Reasoning:

The patient developed Klebsiella pneumoniae bacteremia within 24 hours of central line removal. The central line was in place for 5 days prior to removal, meeting the NHSN criteria for CLABSI attribution. There is no evidence of infection at another body site based on the provided information.

Supporting Evidence:
PROGRESS_NOTE
Klebsiella pneumoniae bacteremia 24 hours after central line removal.
BSI occurred within 1 day of central line removal, meeting NHSN criteria for CLABSI attribution.
PROGRESS_NOTE
Line was in place for 5 days prior to removal.
Central line was in place for >2 calendar days, fulfilling the duration requirement for CLABSI.
Confidence: 95% Model: gemma2:27b Prompt: clabsi_v1
HAI 90.0% confidence 2026-01-17 22:13
Reasoning:

The patient developed Klebsiella pneumoniae bacteremia within 24 hours of central line removal, meeting the NHSN criteria for CLABSI. The central line was in place for 5 days prior to removal, and there is no evidence of an alternative infection source.

Supporting Evidence:
PROGRESS_NOTE
Klebsiella pneumoniae bacteremia 24 hours after central line removal.
Directly links the BSI to the central line
PROGRESS_NOTE
Line was in place for 5 days prior to removal.
Meets NHSN criteria for CLABSI
Confidence: 90% Model: llama3.1:70b Prompt: clabsi_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.

Demo Environment: All patient data displayed is simulated. No actual patient data is available through this dashboard.