ksb-d03-k0092

name	KSB-D03-K0092
description	AI-Enhanced Rare ADR Identification: Mastery of AI approaches for identifying rare ADRs including small sample learning techniques, anoma...
version	1.0.0
domain	D03
domain_name	Important ADRs Recognition
type	Knowledge
proficiency_level	L4
bloom_level	analyze
triggers	["explain ai-enhanced rare adr identification","what is ai-enhanced rare adr identification","analyze ai-enhanced rare adr identification"]
epa_mapping	EPA-01, EPA-02, EPA-05
cpa_mapping	CPA-01, CPA-02
regulatory_refs

KSB-D03-K0092: AI-Enhanced Rare ADR Identification

Overview

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

Description

Mastery of AI approaches for identifying rare ADRs including small sample learning techniques, anomaly detection algorithms, cross-database rare event pooling, and AI-assisted signal amplification methods.

Context

• Major Section: AI-Enhanced ADR Recognition
• Section: Rare ADR Detection

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-enhanced rare adr identification
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 approaches for identifying rare ADRs including small sample learning techniques, anomaly detection algorithms, cross-database rare event pooling, and AI-assisted signal amplification methods.

Assessment Criteria

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

Related Skills

• Other D03 skills in Rare ADR Detection
• Cross-domain integrations per DAG architecture

---

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