Appropriate via llm

Patient & Order Information

PATIENT MRN EVD10001
NAME N/A
LOCATION 4 West
SERVICE Hospitalist
MEDICATION Ceftriaxone
RXNORM 309090
ORDER DATE 2026-01-27 12:52

LLM Note Extraction

A Community-acquired pneumonia
Extracted Indications:
  • Community-acquired pneumonia
Supporting Evidence with Sources:
PROGRESS_NOTE 2026-01-27 by Dr. Sarah Chen
Documents initiation of antibiotic with clear indication
  • "Started on Ceftriaxone 50mg/kg IV q24h for community-acquired pneumonia"
  • "CXR shows right lower lobe infiltrate consistent with bacterial pneumonia"
ID_CONSULT 2026-01-27 by Dr. Michael Torres, ID
ID specialist confirms appropriateness of antibiotic choice
  • "Agree with ceftriaxone coverage for CAP"
  • "Continue current antibiotic regimen, can narrow based on cultures"
Confidence: 90% Model: llama3.2 Notes: 3/8

ICD-10 Assessment

A
ICD-10 Codes:
  • J18.9

Classification Comparison

Source Classification Indication
ICD-10 (Chua) A -
LLM (Notes) A Community-acquired pneumonia
Final A llm classification used

Review History

David Haslam 2026-01-28 19:19:46
Decision: Confirm Appropriate

Review Complete

This order has been reviewed

Classification: A

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