ksb-d10-k0045

name: "KSB-D10-K0045" description: "Context of Use (COU) and Question of Interest: Comprehensive understanding of FDA Context of Use (COU) terminology for AI/ML in pharmacovigilance i..." version: "1.0.0" domain: "D10" domain_name: "Benefit-Risk Assessment" type: "Knowledge" proficiency_level: "L3" bloom_level: "apply" triggers: - "explain context of use (cou) and question of interest" - "what is context of use (cou) and question of interest" - "apply context of use (cou) and question of interest" epa_mapping: "EPA-03, EPA-05, EPA-08" cpa_mapping: "CPA-02, CPA-03" regulatory_refs: ""

KSB-D10-K0045: Context of Use (COU) and Question of Interest

Overview

Domain: D10 - Benefit-Risk Assessment Type: Knowledge Proficiency Level: L3 (Competent - Minimal supervision) Bloom Level: Apply

Description

Comprehensive understanding of FDA Context of Use (COU) terminology for AI/ML in pharmacovigilance including clear articulation of the specific Question of Interest the AI tool addresses, intended population scope, decision-making role (autonomous vs. augmented), and operational environment constraints. Knowledge of COU documentation requirements including risk categorization based on COU, credibility evidence proportionality, and lifecycle COU evolution management.

Context

• Major Section: AI Risk-Benefit Framework
• Section: Context of Use Specification

EPA Mapping

• EPA-03:3006-3008
• EPA-05:3011-3012
• EPA-08:3018-3019

CPA Pathway

• CPA-02, CPA-03

Regulatory References

• General PV competency

Instructions

When this skill is activated, Claude should:

1. Demonstrate L3 proficiency in context of use (cou) and question of interest
2. Apply apply level cognitive skills to apply the topic
3. Reference relevant regulatory guidance (general PV standards)
4. Connect to related EPAs: EPA-03, EPA-05, EPA-08

Key Competencies

• Comprehensive understanding of FDA Context of Use (COU) terminology for AI/ML in pharmacovigilance including clear articulation of the specific Question of Interest the AI tool addresses, intended population scope, decision-making role (autonomous vs. augmented), and operational environment constraints. Knowledge of COU documentation requirements including risk categorization based on COU, credibility evidence proportionality, and lifecycle COU evolution management.

Assessment Criteria

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

Related Skills

• Other D10 skills in Context of Use Specification
• Cross-domain integrations per DAG architecture

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