By name: "KSB-D05-K0102" description: "AI-Enabled Trial Safety Prediction: Mastery of AI applications for predicting clinical trial safety outcomes including enrollment risk m..." version: "1.0.0" domain: "D05" domain_name: "Clinical Trials PV" type: "Knowledge" proficiency_level: "L4" bloom_level: "analyze" triggers: - "explain ai-enabled trial safety prediction" - "what is ai-enabled trial safety prediction" - "analyze ai-enabled trial safety prediction" epa_mapping: "EPA-02, EPA-04, EPA-08" cpa_mapping: "CPA-01, CPA-07" regulatory_refs: ""
KSB-D05-K0102: AI-Enabled Trial Safety Prediction
Overview
Domain: D05 - Clinical Trials PV Type: Knowledge Proficiency Level: L4 (Proficient - Independent practice) Bloom Level: Analyze
Description
Mastery of AI applications for predicting clinical trial safety outcomes including enrollment risk modeling, adverse event rate forecasting, dropout prediction algorithms, and safety stopping boundary optimization using machine learning.
Context
- Major Section: AI in Clinical Trial Safety
- Section: Predictive Trial Safety
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 L4 proficiency in ai-enabled trial safety prediction
- Apply analyze level cognitive skills to analyze the topic
- Reference relevant regulatory guidance (general PV standards)
- Connect to related EPAs: EPA-02, EPA-04, EPA-08
Key Competencies
- Mastery of AI applications for predicting clinical trial safety outcomes including enrollment risk modeling, adverse event rate forecasting, dropout prediction algorithms, and safety stopping boundary optimization using machine learning.
Assessment Criteria
- Can analyze core concepts independently
- Demonstrates understanding of regulatory context
- Applies knowledge appropriately to PV scenarios
Related Skills
- Other D05 skills in Predictive Trial Safety
- Cross-domain integrations per DAG architecture
Generated from PV KSB Framework v1.0 | 2025-12-31