ksb-d09-k0012

name: "KSB-D09-K0012" description: "Natural Language Processing Applications: Automated medical concept extraction, clinical narrative analysis, adverse event identification from..." version: "1.0.0" domain: "D09" domain_name: "Post-Authorization Studies" type: "Knowledge" proficiency_level: "L1" bloom_level: "understand" triggers: - "explain natural language processing applications" - "what is natural language processing applications" - "explain natural language processing applications" epa_mapping: "EPA-02, EPA-04, EPA-05" cpa_mapping: "CPA-02, CPA-07" regulatory_refs: "FDA-STAT-001, FDA-CFR-006, EMA-GVP-009"

KSB-D09-K0012: Natural Language Processing Applications

Overview

Domain: D09 - Post-Authorization Studies Type: Knowledge Proficiency Level: L1 (Novice - Direct supervision required) Bloom Level: Understand

Description

Automated medical concept extraction, clinical narrative analysis, adverse event identification from unstructured text

Context

• Major Section: Post-Authorization Study Design Framework and Methodological Foundation
• Section: Advanced AI-Enhanced Research Methodologies

EPA Mapping

• EPA-02:3004-3005
• EPA-04:3009-3010
• EPA-05:3011-3012

CPA Pathway

• CPA-02, CPA-07

Regulatory References

• FDA-STAT-001
• FDA-CFR-006
• EMA-GVP-009

Instructions

When this skill is activated, Claude should:

1. Demonstrate L1 proficiency in natural language processing applications
2. Apply understand level cognitive skills to explain the topic
3. Reference relevant regulatory guidance (FDA-STAT-001, FDA-CFR-006, EMA-GVP-009)
4. Connect to related EPAs: EPA-02, EPA-04, EPA-05

Key Competencies

• Automated medical concept extraction, clinical narrative analysis, adverse event identification from unstructured text

Assessment Criteria

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

Related Skills

• Other D09 skills in Advanced AI-Enhanced Research Methodologies
• Cross-domain integrations per DAG architecture

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