Ksb D09 K0106

CPA Pathway

• CPA-02, CPA-07

Regulatory References

• General PV competency

Instructions

When this skill is activated, Claude should:

1. Demonstrate L5 proficiency in federated learning for multi-site studies
2. Apply evaluate level cognitive skills to evaluate the topic
3. Reference relevant regulatory guidance (general PV standards)
4. Connect to related EPAs: EPA-02, EPA-04, EPA-05

Key Competencies

• Mastery of federated learning approaches for multi-site pharmacovigilance studies including privacy-preserving distributed analytics, secure multi-party computation, collaborative model training, and federated signal detection methods.

Assessment Criteria

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

Related Skills

• Other D09 skills in Federated Learning PV
• Cross-domain integrations per DAG architecture

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