ksb-d03-k0091

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AI Multi-System ADR Detection: Understanding of AI systems for detecting multi-organ ADR patterns including cross-system correlatio...

nexvigilant By nexvigilant schedule Updated 2/2/2026

name: "KSB-D03-K0091" description: "AI Multi-System ADR Detection: Understanding of AI systems for detecting multi-organ ADR patterns including cross-system correlatio..." version: "1.0.0" domain: "D03" domain_name: "Important ADRs Recognition" type: "Knowledge" proficiency_level: "L4" bloom_level: "analyze" triggers: - "explain ai multi-system adr detection" - "what is ai multi-system adr detection" - "analyze ai multi-system adr detection" epa_mapping: "EPA-01, EPA-02, EPA-05" cpa_mapping: "CPA-01, CPA-02" regulatory_refs: ""

KSB-D03-K0091: AI Multi-System ADR Detection

Overview

Domain: D03 - Important ADRs Recognition Type: Knowledge Proficiency Level: L4 (Proficient - Independent practice) Bloom Level: Analyze

Description

Understanding of AI systems for detecting multi-organ ADR patterns including cross-system correlation algorithms, cascading effect prediction, systemic toxicity modeling, and integrated multi-organ surveillance approaches.

Context

  • Major Section: AI-Enhanced ADR Recognition
  • Section: Multi-Organ AI

EPA Mapping

  • EPA-01:3001-3003
  • EPA-02:3004-3005
  • EPA-05:3011-3012

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 multi-system adr detection
  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

  • Understanding of AI systems for detecting multi-organ ADR patterns including cross-system correlation algorithms, cascading effect prediction, systemic toxicity modeling, and integrated multi-organ surveillance approaches.

Assessment Criteria

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

Related Skills

  • Other D03 skills in Multi-Organ AI
  • 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-d03-k0091
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