ksb-d10-k0008

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Multi-Source Evidence Integration: Real-world evidence synthesis, clinical trial data integration, observational study incorporation, p...

nexvigilant By nexvigilant schedule Updated 2/2/2026

name: "KSB-D10-K0008" description: "Multi-Source Evidence Integration: Real-world evidence synthesis, clinical trial data integration, observational study incorporation, p..." version: "1.0.0" domain: "D10" domain_name: "Benefit-Risk Assessment" type: "Knowledge" proficiency_level: "L1" bloom_level: "understand" triggers: - "explain multi-source evidence integration" - "what is multi-source evidence integration" - "explain multi-source evidence integration" epa_mapping: "EPA-03, EPA-05, EPA-08" cpa_mapping: "CPA-02, CPA-03" regulatory_refs: "CIOMS-X, ICH-E2E"

KSB-D10-K0008: Multi-Source Evidence Integration

Overview

Domain: D10 - Benefit-Risk Assessment Type: Knowledge Proficiency Level: L1 (Novice - Direct supervision required) Bloom Level: Understand

Description

Real-world evidence synthesis, clinical trial data integration, observational study incorporation, patient-reported outcome analysis

Context

  • Major Section: Benefit-Risk Assessment Theoretical Foundation and Decision Science
  • Section: Advanced AI-Enhanced Decision Modeling and Analytics

EPA Mapping

  • EPA-03:3006-3008
  • EPA-05:3011-3012
  • EPA-08:3018-3019

CPA Pathway

  • CPA-02, CPA-03

Regulatory References

  • CIOMS-X
  • ICH-E2E

Instructions

When this skill is activated, Claude should:

  1. Demonstrate L1 proficiency in multi-source evidence integration
  2. Apply understand level cognitive skills to explain the topic
  3. Reference relevant regulatory guidance (CIOMS-X, ICH-E2E)
  4. Connect to related EPAs: EPA-03, EPA-05, EPA-08

Key Competencies

  • Real-world evidence synthesis, clinical trial data integration, observational study incorporation, patient-reported outcome analysis

Assessment Criteria

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

Related Skills

  • Other D10 skills in Advanced AI-Enhanced Decision Modeling and Analytics
  • Cross-domain integrations per DAG architecture

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

Install via CLI
npx skills add https://github.com/nexvigilant/.true --skill ksb-d10-k0008
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