ksb-d10-k0038

name	KSB-D10-K0038
description	Optimization Algorithms: Treatment selection optimization, resource allocation algorithms, clinical trial design optimization...
version	1.0.0
domain	D10
domain_name	Benefit-Risk Assessment
type	Knowledge
proficiency_level	L4
bloom_level	create
triggers	["explain optimization algorithms","what is optimization algorithms","create optimization algorithms"]
epa_mapping	EPA-03, EPA-05, EPA-08
cpa_mapping	CPA-02, CPA-03
regulatory_refs	CIOMS-X, ICH-E2E

KSB-D10-K0038: Optimization Algorithms

Overview

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

Description

Treatment selection optimization, resource allocation algorithms, clinical trial design optimization, regulatory strategy optimization

Context

• Major Section: Benefit-Risk Assessment Theoretical Foundation and Decision Science
• Section: AI-Enhanced Quantitative Assessment and Decision Optimization

EPA Mapping

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

CPA Pathway

• CPA-02, CPA-03

Regulatory References

• CIOMS-X
• ICH-E2E

Instructions

When this skill is activated, Claude should:

1. Demonstrate L4 proficiency in optimization algorithms
2. Apply create level cognitive skills to create the topic
3. Reference relevant regulatory guidance (CIOMS-X, ICH-E2E)
4. Connect to related EPAs: EPA-03, EPA-05, EPA-08

Key Competencies

• Treatment selection optimization, resource allocation algorithms, clinical trial design optimization, regulatory strategy optimization

Assessment Criteria

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

Related Skills

• Other D10 skills in AI-Enhanced Quantitative Assessment and Decision Optimization
• Cross-domain integrations per DAG architecture

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