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

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