
Recognition must be rapid, antibiotics within ≤1 hour for suspected septic shock, and resuscitation individualized rather than rigid EGDT targets. Classic EGDT (Rivers 2001) showed benefit, but subsequent trials and syntheses indicate no mortality advantage vs modern usual care, shifting emphasis to timely antibiotics, source control, dynamic fluid assessment, and hemodynamic personalization. Emerging LLM-based early warning systems may improve recognition and workflow integration.
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