| name | KSB-D09-K0103 |
| description | AI-Optimized Study Design: Understanding of AI applications in post-authorization study design including machine learning-assis... |
| version | 1.0.0 |
| domain | D09 |
| domain_name | Post-Authorization Studies |
| type | Knowledge |
| proficiency_level | L4 |
| bloom_level | evaluate |
| triggers | ["explain ai-optimized study design","what is ai-optimized study design","evaluate ai-optimized study design"] |
| epa_mapping | EPA-02, EPA-04, EPA-05 |
| cpa_mapping | CPA-02, CPA-07 |
| regulatory_refs | |
KSB-D09-K0103: AI-Optimized Study Design
Overview
Domain: D09 - Post-Authorization Studies
Type: Knowledge
Proficiency Level: L4 (Proficient - Independent practice)
Bloom Level: Evaluate
Description
Understanding of AI applications in post-authorization study design including machine learning-assisted protocol optimization, AI-powered sample size estimation, intelligent endpoint selection, and predictive modeling for study feasibility assessment.
Context
- Major Section: AI in Post-Authorization Studies
- Section: AI Study Design
EPA Mapping
- EPA-02:3004-3005
- EPA-04:3009-3010
- EPA-05:3011-3012
CPA Pathway
Regulatory References
Instructions
When this skill is activated, Claude should:
- Demonstrate L4 proficiency in ai-optimized study design
- 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-05
Key Competencies
- Understanding of AI applications in post-authorization study design including machine learning-assisted protocol optimization, AI-powered sample size estimation, intelligent endpoint selection, and predictive modeling for study feasibility assessment.
Assessment Criteria
- Can evaluate core concepts independently
- Demonstrates understanding of regulatory context
- Applies knowledge appropriately to PV scenarios
Related Skills
- Other D09 skills in AI Study Design
- Cross-domain integrations per DAG architecture
Generated from PV KSB Framework v1.0 | 2025-12-31
