ksb-d05-k0102

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:

1. Demonstrate L4 proficiency in ai-enabled trial safety prediction
2. Apply analyze level cognitive skills to analyze the topic
3. Reference relevant regulatory guidance (general PV standards)
4. 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