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Safety first

How PULSE handles concerning responses

Every check-in is screened by rule-based logic before any personalized content is generated. Safety screening is never left to a language model.

Developer note: Clinical escalation thresholds shown in this prototype are placeholders and must not be used clinically until reviewed and approved by the appropriate oncology and institutional teams.

Low concern

Nothing in the check-in crosses a threshold. PULSE continues with personalized self-management support.

Needs attention

One or more responses suggest that additional support may help. PULSE encourages you to raise it with your care team.

Urgent

A response crosses an urgent threshold. PULSE shows your care team contact route and the urgent-care instructions your service provides.

Current placeholder rules

Thresholds are configurable and versioned. Each rule records its reviewer and approval status so that clinical governance can be evidenced before deployment.

SymptomThresholdActionUrgencyApprovalVersion
Pain 8prompt contact with clinical teamurgentdraft0.1
Pain 5suggest discussing with care teamsoondraft0.1
Shortness of breath 7urgent clinical escalationurgentdraft0.1
Nausea 7prompt contact with clinical teamurgentdraft0.1
Depression 7prompt contact with clinical teamurgentdraft0.1
Anxiety 7suggest discussing with care teamsoondraft0.1
Distress 8prompt contact with clinical teamurgentdraft0.1
Lack of appetite 7suggest discussing with care teamsoondraft0.1
Tiredness 7suggest discussing with care teamsoondraft0.1

If you feel very unwell

Contact your cancer care team using the route they gave you. If you have severe breathlessness, chest pain, uncontrolled bleeding, a temperature above 38°C, confusion, or you feel very unwell, follow your service’s urgent-care instructions or seek emergency care immediately. PULSE is not an emergency service.