ksb-d03-k0089

name	KSB-D03-K0089
description	AI Pattern Detection in Organ-System ADRs: Mastery of AI-enhanced pattern recognition for identifying organ-system-specific ADR signatures incl...
version	1.0.0
domain	D03
domain_name	Important ADRs Recognition
type	Knowledge
proficiency_level	L4
bloom_level	analyze
triggers	["explain ai pattern detection in organ-system adrs","what is ai pattern detection in organ-system adrs","analyze ai pattern detection in organ-system adrs"]
epa_mapping	EPA-01, EPA-02, EPA-05
cpa_mapping	CPA-01, CPA-02
regulatory_refs

KSB-D03-K0089: AI Pattern Detection in Organ-System ADRs

Overview

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

Description

Mastery of AI-enhanced pattern recognition for identifying organ-system-specific ADR signatures including hepatotoxicity prediction algorithms, cardiotoxicity detection models, nephrotoxicity early warning systems, and dermatologic reaction pattern classifiers.

Context

• Major Section: AI-Enhanced ADR Recognition
• Section: Pattern Recognition Systems

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 pattern detection in organ-system adrs
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

• Mastery of AI-enhanced pattern recognition for identifying organ-system-specific ADR signatures including hepatotoxicity prediction algorithms, cardiotoxicity detection models, nephrotoxicity early warning systems, and dermatologic reaction pattern classifiers.

Assessment Criteria

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

Related Skills

• Other D03 skills in Pattern Recognition Systems
• Cross-domain integrations per DAG architecture

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