ksb-d10-k0106

name	KSB-D10-K0106
description	AI Comparative Benefit-Risk Analysis: Understanding of AI applications for comparative benefit-risk analysis including automated comparato...
version	1.0.0
domain	D10
domain_name	Benefit-Risk Assessment
type	Knowledge
proficiency_level	L4
bloom_level	analyze
triggers	["explain ai comparative benefit-risk analysis","what is ai comparative benefit-risk analysis","analyze ai comparative benefit-risk analysis"]
epa_mapping	EPA-03, EPA-05, EPA-08
cpa_mapping	CPA-02, CPA-03
regulatory_refs

KSB-D10-K0106: AI Comparative Benefit-Risk Analysis

Overview

Domain: D10 - Benefit-Risk Assessment Type: Knowledge Proficiency Level: L4 (Proficient - Independent practice) Bloom Level: Analyze

Description

Understanding of AI applications for comparative benefit-risk analysis including automated comparator identification, machine learning-based indirect comparison, network meta-analysis automation, and AI-generated comparative summaries.

Context

• Major Section: AI-Enhanced Benefit-Risk Assessment
• Section: Comparative AI B-R

EPA Mapping

• EPA-03:3006-3008
• EPA-05:3011-3012
• EPA-08:3018-3019

CPA Pathway

• CPA-02, CPA-03

Regulatory References

• General PV competency

Instructions

When this skill is activated, Claude should:

1. Demonstrate L4 proficiency in ai comparative benefit-risk 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-03, EPA-05, EPA-08

Key Competencies

• Understanding of AI applications for comparative benefit-risk analysis including automated comparator identification, machine learning-based indirect comparison, network meta-analysis automation, and AI-generated comparative summaries.

Assessment Criteria

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

Related Skills

• Other D10 skills in Comparative AI B-R
• Cross-domain integrations per DAG architecture

---

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