Step 2 · AI risk detection
Urgency: Medium.
Composite urgency score: 68/100. Routing recommendation: priority digital consultation within 24 hours. Every input is explainable and overridable.
Risk level
Medium
Confidence 0.84 · model v3.1 · validated cohort n=42,118
68
Urgency
Mod.
Severity
↑
24h trend
Explainable signals
Transparent · auditableCardiac rhythm
Weight 34%PVC frequency +18% vs. baseline
HRV trend
Weight 28%12% below 30-day average overnight
Medication interaction
Weight 22%Lisinopril × OTC ibuprofen flagged
Symptom log
Weight 16%Mild dyspnea reported on stairs
Fallback: cases below 0.75 confidence are escalated to on-call clinician review within 30 min.