Ksb D03 K0092

CPA Pathway

• CPA-01, CPA-02

Regulatory References

• General PV competency

Instructions

When this skill is activated, Claude should:

1. Demonstrate L4 proficiency in ai-enhanced rare adr identification
2. Apply analyze level cognitive skills to analyze the topic
3. Reference relevant regulatory guidance (general PV standards)
4. Connect to related EPAs: EPA-01, EPA-02, EPA-05

Key Competencies

• Mastery of AI approaches for identifying rare ADRs including small sample learning techniques, anomaly detection algorithms, cross-database rare event pooling, and AI-assisted signal amplification methods.

Assessment Criteria

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

Related Skills

• Other D03 skills in Rare ADR Detection
• Cross-domain integrations per DAG architecture

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