ksb-d08-k0010

name	KSB-D08-K0010
description	Stratification and Confounding: Age-gender stratification, indication-based analysis, co-medication adjustment, time-window specific...
version	1.0.0
domain	D08
domain_name	Signal Detection & Management
type	Knowledge
proficiency_level	L3
bloom_level	apply
triggers	["explain stratification and confounding","what is stratification and confounding","apply stratification and confounding"]
epa_mapping	EPA-04, EPA-05
cpa_mapping	CPA-02
regulatory_refs	FDA-GUID-006, EMA-GVP-005, EMA-GVP-010, CIOMS-VIII

KSB-D08-K0010: Stratification and Confounding

Overview

Domain: D08 - Signal Detection & Management Type: Knowledge Proficiency Level: L3 (Competent - Minimal supervision) Bloom Level: Apply

Description

Age-gender stratification, indication-based analysis, co-medication adjustment, time-window specification strategies

Context

• Major Section: Signal Detection Theoretical Foundation and Methodological Framework
• Section: Traditional Statistical Detection Methodologies

EPA Mapping

• EPA-04:3009-3010
• EPA-05:3011-3012

CPA Pathway

• CPA-02

Regulatory References

• FDA-GUID-006
• EMA-GVP-005
• EMA-GVP-010
• CIOMS-VIII

Instructions

When this skill is activated, Claude should:

1. Demonstrate L3 proficiency in stratification and confounding
2. Apply apply level cognitive skills to apply the topic
3. Reference relevant regulatory guidance (FDA-GUID-006, EMA-GVP-005, EMA-GVP-010, CIOMS-VIII)
4. Connect to related EPAs: EPA-04, EPA-05

Key Competencies

• Age-gender stratification, indication-based analysis, co-medication adjustment, time-window specification strategies

Assessment Criteria

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

Related Skills

• Other D08 skills in Traditional Statistical Detection Methodologies
• Cross-domain integrations per DAG architecture

---

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