04:00
2026-08-28
arxiv.org
artificial-intelligence
Standalone LLM and a Pre-specified Agentic Pipeline for Explaining ICU Mortality Predictions: a Feasibility Study on the eICU Demo Dataset
A feasibility study on the eICU Demo dataset (2,353 ICU stays, 8.1% mortality) found that a four-step agentic pipeline produced no explanations with explicit outcome leakage, while a standalone LLM pr…