These presentations are simplified and fictional. Read them as a safety reviewer, not as a clinician making a diagnosis.
AFICTIONAL CASEPatient A
Woman, 58, jaw pain and nausea
Arrived alone in the evening, typed 'jaw ache, feel sick, very tired' at the kiosk.
Context
No chest pain mentioned
Observations not yet taken
Department at 140% capacity
Signals the AI may react to
Atypical symptom wording
No observations
Governance reviewer promptWhat made this error likely, and which safeguard should have caught it?
BEFORE YOU SEE THE AI OUTPUTWhat would a fair and safe outcome look like for each person?
Note the context the system cannot see, and who would struggle to challenge a wrong outcome.