Neuro-Symbolic Reasoning Explorer
Make the reasoning visible: trusted evidence, clinical context, behavioral rules, calculators, persona logic, and governance all contribute to explainable recommendations.
1. Evidence
Trusted cardiovascular prevention and secondary stroke prevention guidance.
2. Clinical Context
AF, hypertension, diabetes, prior ischemic stroke, BP trend, and activity level.
3. Persona
Support-seeking collaborator with preference for stepwise coaching.
4. Calculators
PREVENT, Healthy Day, CKM stage, exercise safety, and care plan scoring.
5. Rules
Medication routine, BP monitoring, sodium reduction, and walking support.
6. Recommendation
Prioritize medication confidence, BP tracking, and walking progression.
Why this recommendation?
Karen's stroke history and AF increase the importance of BP monitoring and medication consistency. Her improving Healthy Day score and walking behavior suggest readiness for a supportive, confidence-building plan. The engine therefore recommends a concrete evening routine: medication, BP measurement, and a short walk.