ksb-d04-k0098

name	KSB-D04-K0098
description	AI-Powered Narrative Analysis: Comprehensive understanding of AI applications for case narrative analysis including sentiment analy...
version	1.0.0
domain	D04
domain_name	Individual Case Safety Reports
type	Knowledge
proficiency_level	L4
bloom_level	analyze
triggers	["explain ai-powered narrative analysis","what is ai-powered narrative analysis","analyze ai-powered narrative analysis"]
epa_mapping	EPA-01, EPA-04, EPA-09
cpa_mapping	CPA-01, CPA-04
regulatory_refs

KSB-D04-K0098: AI-Powered Narrative Analysis

Overview

Domain: D04 - Individual Case Safety Reports Type: Knowledge Proficiency Level: L4 (Proficient - Independent practice) Bloom Level: Analyze

Description

Comprehensive understanding of AI applications for case narrative analysis including sentiment analysis for severity assessment, temporal sequence extraction, implicit causality identification, and automated narrative summarization.

Context

• Major Section: AI-Enhanced ICSR Processing
• Section: Narrative AI

EPA Mapping

• EPA-01:3001-3003
• EPA-04:3009-3010
• EPA-09:3020-3022

CPA Pathway

• CPA-01, CPA-04

Regulatory References

• General PV competency

Instructions

When this skill is activated, Claude should:

1. Demonstrate L4 proficiency in ai-powered narrative analysis
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-04, EPA-09

Key Competencies

• Comprehensive understanding of AI applications for case narrative analysis including sentiment analysis for severity assessment, temporal sequence extraction, implicit causality identification, and automated narrative summarization.

Assessment Criteria

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

Related Skills

• Other D04 skills in Narrative AI
• Cross-domain integrations per DAG architecture

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