ksb-d03-k0034

name	KSB-D03-K0034
description	Drug Interaction Modeling: AI-based prediction of interaction-related ADRs and complications...
version	1.0.0
domain	D03
domain_name	Important ADRs Recognition
type	Knowledge
proficiency_level	L1
bloom_level	understand
triggers	["explain drug interaction modeling","what is drug interaction modeling","explain drug interaction modeling"]
epa_mapping	EPA-01, EPA-02, EPA-05
cpa_mapping	CPA-01, CPA-02
regulatory_refs	ICH-E2A, EMA-GVP-014, EMA-GVP-015

KSB-D03-K0034: Drug Interaction Modeling

Overview

Domain: D03 - Important ADRs Recognition Type: Knowledge Proficiency Level: L1 (Novice - Direct supervision required) Bloom Level: Understand

Description

AI-based prediction of interaction-related ADRs and complications

Context

• Major Section: Organ System-Specific ADR Patterns
• Section: Predictive Modeling and Risk Stratification

EPA Mapping

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

CPA Pathway

• CPA-01, CPA-02

Regulatory References

• ICH-E2A
• EMA-GVP-014
• EMA-GVP-015

Instructions

When this skill is activated, Claude should:

1. Demonstrate L1 proficiency in drug interaction modeling
2. Apply understand level cognitive skills to explain the topic
3. Reference relevant regulatory guidance (ICH-E2A, EMA-GVP-014, EMA-GVP-015)
4. Connect to related EPAs: EPA-01, EPA-02, EPA-05

Key Competencies

• AI-based prediction of interaction-related ADRs and complications

Assessment Criteria

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

Related Skills

• Other D03 skills in Predictive Modeling and Risk Stratification
• Cross-domain integrations per DAG architecture

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