Ksb D10 K0107

CPA Pathway

• CPA-02, CPA-03

Regulatory References

• General PV competency

Instructions

When this skill is activated, Claude should:

1. Demonstrate L4 proficiency in ai-modeled patient preferences
2. Apply analyze level cognitive skills to analyze the topic
3. Reference relevant regulatory guidance (general PV standards)
4. Connect to related EPAs: EPA-03, EPA-05, EPA-08

Key Competencies

• Mastery of AI approaches for modeling patient preferences in benefit-risk including preference elicitation algorithms, heterogeneity modeling, subgroup preference prediction, and AI-integrated shared decision-making tools.

Assessment Criteria

• Can analyze core concepts independently
• Demonstrates understanding of regulatory context
• Applies knowledge appropriately to PV scenarios

Related Skills

• Other D10 skills in Patient Preference AI
• Cross-domain integrations per DAG architecture

Generated from PV KSB Framework v1.0 | 2025-12-31