Rejected

Patient Information

Patient Name
Henry Smith
MRN
NHSN959448
Location
-

Culture Information

Organism
Escherichia coli
Collected
01/17/2026 14:12
Source
Blood

CLABSI Details

Device Days 11
Line Site Right basilic vein
Line Type Picc
Inserted 01/06/2026
Removed -

LLM Classifications

Not HAI 80.0% confidence 2026-01-18 11:14
Reasoning:

Case meets basic CLABSI eligibility criteria MBI-LCBI: Escherichia coli IS an MBI-eligible organism MBI-LCBI: Patient meets population criteria - Neutropenia documented in notes (ANC value not extracted) MBI-LCBI: Mucosal barrier injury documented - mucositis (grade 2) CLASSIFICATION: MBI-LCBI - Organism (Escherichia coli) is intestinal/oral flora - Patient meets population criteria (Neutropenia documented in notes (ANC value not extracted)) - Mucosal barrier injury documented (mucositis (grade 2)) Per NHSN, this is MBI-LCBI, not CLABSI Review flags: - Verify ANC value for MBI-LCBI neutropenia criterion - MBI-LCBI classification requires IP verification

Alternative Source: MBI-LCBI (mucosal barrier injury)
Contradicting Evidence:
alternate_source_gut
Central line in place but organism consistent with gut translocation.
Possible alternate source: gut
Confidence: 80% 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 not HAI

Classification Complete

Rejected - Not CLABSI

This candidate was determined not to be a CLABSI.

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