By name: "KSB-D05-K0105" description: "AI-Enabled Adaptive Trial Designs: Understanding of AI applications in adaptive trial designs including response-adaptive randomization..." version: "1.0.0" domain: "D05" domain_name: "Clinical Trials PV" type: "Knowledge" proficiency_level: "L5" bloom_level: "evaluate" triggers: - "explain ai-enabled adaptive trial designs" - "what is ai-enabled adaptive trial designs" - "evaluate ai-enabled adaptive trial designs" epa_mapping: "EPA-02, EPA-04, EPA-08" cpa_mapping: "CPA-01, CPA-07" regulatory_refs: ""
KSB-D05-K0105: AI-Enabled Adaptive Trial Designs
Overview
Domain: D05 - Clinical Trials PV Type: Knowledge Proficiency Level: L5 (Expert - Can supervise others) Bloom Level: Evaluate
Description
Understanding of AI applications in adaptive trial designs including response-adaptive randomization, AI-driven dose finding, platform trial optimization, and real-time safety-efficacy balancing algorithms.
Context
- Major Section: AI in Clinical Trial Safety
- Section: Adaptive Trial AI
EPA Mapping
- EPA-02:3004-3005
- EPA-04:3009-3010
- EPA-08:3018-3019
CPA Pathway
- CPA-01, CPA-07
Regulatory References
- General PV competency
Instructions
When this skill is activated, Claude should:
- Demonstrate L5 proficiency in ai-enabled adaptive trial designs
- Apply evaluate level cognitive skills to evaluate the topic
- Reference relevant regulatory guidance (general PV standards)
- Connect to related EPAs: EPA-02, EPA-04, EPA-08
Key Competencies
- Understanding of AI applications in adaptive trial designs including response-adaptive randomization, AI-driven dose finding, platform trial optimization, and real-time safety-efficacy balancing algorithms.
Assessment Criteria
- Can evaluate core concepts independently
- Demonstrates understanding of regulatory context
- Applies knowledge appropriately to PV scenarios
Related Skills
- Other D05 skills in Adaptive Trial AI
- Cross-domain integrations per DAG architecture
Generated from PV KSB Framework v1.0 | 2025-12-31