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Triage by Token: When Context Clues Quietly Override Clinical Judgment

A patient walks into an emergency department. Or arrives by ambulance. Or lives far from the hospital. Or has private insurance. Or has missed prior appointments. Clinically, those details may be background noise. In triage, the core question is supposed to be sharper: how sick is this patient, how urgent is the risk, and what resources are likely needed? The Emergency Severity Index, or ESI, is not a lifestyle quiz with a stethoscope attached. ...

January 24, 2026 · 13 min · Zelina