ksb-d03-k0090

name	KSB-D03-K0090
description	AI Toxicity Prediction Models: Comprehensive understanding of AI-based toxicity prediction including in silico ADMET modeling, stru...
version	1.0.0
domain	D03
domain_name	Important ADRs Recognition
type	Knowledge
proficiency_level	L4
bloom_level	analyze
triggers	["explain ai toxicity prediction models","what is ai toxicity prediction models","analyze ai toxicity prediction models"]
epa_mapping	EPA-01, EPA-02, EPA-05
cpa_mapping	CPA-01, CPA-02
regulatory_refs

KSB-D03-K0090: AI Toxicity Prediction Models

Overview

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

Description

Comprehensive understanding of AI-based toxicity prediction including in silico ADMET modeling, structure-activity relationship algorithms, organ-specific toxicity classifiers, and validation requirements for predictive toxicology AI systems.

Context

• Major Section: AI-Enhanced ADR Recognition
• Section: Predictive Toxicology

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 toxicity prediction models
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

• Comprehensive understanding of AI-based toxicity prediction including in silico ADMET modeling, structure-activity relationship algorithms, organ-specific toxicity classifiers, and validation requirements for predictive toxicology AI systems.

Assessment Criteria

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

Related Skills

• Other D03 skills in Predictive Toxicology
• Cross-domain integrations per DAG architecture

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