By name: "KSB-D15-K0062" description: "AI-Enabled Novel Data Integration: Mastery of AI applications for integrating novel pharmacovigilance data sources including wearable d..." version: "1.0.0" domain: "D15" domain_name: "Sources of Information" type: "Knowledge" proficiency_level: "L4" bloom_level: "analyze" triggers: - "explain ai-enabled novel data integration" - "what is ai-enabled novel data integration" - "analyze ai-enabled novel data integration" epa_mapping: "EPA-02, EPA-04" cpa_mapping: "CPA-05, CPA-07" regulatory_refs: ""
KSB-D15-K0062: AI-Enabled Novel Data Integration
Overview
Domain: D15 - Sources of Information Type: Knowledge Proficiency Level: L4 (Proficient - Independent practice) Bloom Level: Analyze
Description
Mastery of AI applications for integrating novel pharmacovigilance data sources including wearable device data streams, patient-generated health data, social media signal detection, and IoT-enabled medication monitoring systems.
Context
- Major Section: AI-Enhanced Information Sources
- Section: Emerging Data Sources
EPA Mapping
- EPA-02:3004-3005
- EPA-04:3009-3010
CPA Pathway
- CPA-05, CPA-07
Regulatory References
- General PV competency
Instructions
When this skill is activated, Claude should:
- Demonstrate L4 proficiency in ai-enabled novel data integration
- Apply analyze level cognitive skills to analyze the topic
- Reference relevant regulatory guidance (general PV standards)
- Connect to related EPAs: EPA-02, EPA-04
Key Competencies
- Mastery of AI applications for integrating novel pharmacovigilance data sources including wearable device data streams, patient-generated health data, social media signal detection, and IoT-enabled medication monitoring systems.
Assessment Criteria
- Can analyze core concepts independently
- Demonstrates understanding of regulatory context
- Applies knowledge appropriately to PV scenarios
Related Skills
- Other D15 skills in Emerging Data Sources
- Cross-domain integrations per DAG architecture
Generated from PV KSB Framework v1.0 | 2025-12-31