ksb-d13-k0018

name	KSB-D13-K0018
description	Real-World Evidence Generation: AI-powered analysis of global health databases, automated evidence synthesis across international st...
version	1.0.0
domain	D13
domain_name	Global PV & Public Health
type	Knowledge
proficiency_level	L4
bloom_level	evaluate
triggers	["explain real-world evidence generation","what is real-world evidence generation","evaluate real-world evidence generation"]
epa_mapping	EPA-18, EPA-19
cpa_mapping	CPA-06, CPA-07
regulatory_refs	EMA-GVP-011, UK-MHRA-011

KSB-D13-K0018: Real-World Evidence Generation

Overview

Domain: D13 - Global PV & Public Health Type: Knowledge Proficiency Level: L4 (Proficient - Independent practice) Bloom Level: Evaluate

Description

AI-powered analysis of global health databases, automated evidence synthesis across international studies, machine learning for population health impact assessment, predictive modeling for medication effectiveness across populations

Context

• Major Section: Global Health System Architecture and Pharmaceutical Organization Strategy
• Section: AI-Enhanced Population Health Monitoring and Evidence Generation

EPA Mapping

• EPA-18:3039-3040
• EPA-19:3041-3042

CPA Pathway

• CPA-06, CPA-07

Regulatory References

• EMA-GVP-011
• UK-MHRA-011

Instructions

When this skill is activated, Claude should:

1. Demonstrate L4 proficiency in real-world evidence generation
2. Apply evaluate level cognitive skills to evaluate the topic
3. Reference relevant regulatory guidance (EMA-GVP-011, UK-MHRA-011)
4. Connect to related EPAs: EPA-18, EPA-19

Key Competencies

• AI-powered analysis of global health databases, automated evidence synthesis across international studies, machine learning for population health impact assessment, predictive modeling for medication effectiveness across populations

Assessment Criteria

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

Related Skills

• Other D13 skills in AI-Enhanced Population Health Monitoring and Evidence Generation
• Cross-domain integrations per DAG architecture

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