nexvigilant/.true

ksb-framework

Auto-apply Knowledge-Skills-Behaviors framework to guide Claude's reasoning

Idioma do texto original: inglês

ksb-d01-k0001

Thalidomide Legacy: Understanding the pivotal 1960s tragedy that catalyzed modern pharmacovigilance...

Idioma do texto original: inglês

ksb-d01-k0002

Regulatory Development: Evolution from reactive post-market observation to proactive safety systems...

Idioma do texto original: inglês

ksb-d01-k0003

Global Harmonization: ICH guidelines development and international regulatory convergence...

Idioma do texto original: inglês

ksb-d01-k0004

Technology Evolution: From paper-based reporting to AI-enhanced surveillance systems...

Idioma do texto original: inglês

ksb-d01-k0005

Population Health Impact: Understanding medication safety within broader public health frameworks...

Idioma do texto original: inglês

ksb-d01-k0006

Health Equity Considerations: Ensuring safety monitoring addresses diverse populations and access issues...

Idioma do texto original: inglês

ksb-d01-k0007

Pandemic Preparedness: Role of pharmacovigilance in emergency use authorizations and vaccine safety...

Idioma do texto original: inglês

ksb-d01-k0008

Global Health Perspective: Medication safety monitoring in resource-limited settings...

Idioma do texto original: inglês

ksb-d01-k0009

FDA Guidance: Understanding FAERS, FDA's role in post-market surveillance, and regulatory expectations...

Idioma do texto original: inglês

ksb-d01-k0010

EMA Framework: EU Pharmacovigilance legislation, GVP modules, and European regulatory approach...

Idioma do texto original: inglês

ksb-d01-k0011

ICH Guidelines: E2A through E2F implementation and global harmonization principles...

Idioma do texto original: inglês

ksb-d01-k0012

Regional Variations: PMDA (Japan), Health Canada, and emerging market regulatory approaches...

Idioma do texto original: inglês

ksb-d01-k0013

Core Ethical Principles: Beneficence, non-maleficence, autonomy, and justice in safety monitoring...

Idioma do texto original: inglês

ksb-d01-k0014

Informed Consent: Understanding patient rights in safety data collection and usage...

Idioma do texto original: inglês

ksb-d01-k0015

Transparency Standards: Balancing public disclosure with competitive and privacy considerations...

Idioma do texto original: inglês

ksb-d01-k0016

Professional Responsibility: Individual and organizational obligations for patient safety...

Idioma do texto original: inglês

ksb-d01-k0017

AI/ML Terminology: Machine learning, natural language processing, predictive analytics, neural networks...

Idioma do texto original: inglês

ksb-d01-k0018

Application Areas: Pattern recognition, signal detection, automated case processing, risk prediction...

Idioma do texto original: inglês

ksb-d01-k0019

Validation Requirements: Ensuring AI tools meet regulatory standards and maintain human oversight...

Idioma do texto original: inglês

ksb-d01-k0020

Ethical AI: Bias mitigation, transparency, explainability, and responsible implementation...

Idioma do texto original: inglês

ksb-d01-k0053

AI Impact on PV Landscape: Understanding of how artificial intelligence is transforming pharmacovigilance practice including au...

Idioma do texto original: inglês

ksb-d01-k0054

AI Ethics in Drug Safety: Comprehension of ethical considerations in AI-enabled pharmacovigilance including algorithmic transp...

Idioma do texto original: inglês

ksb-d01-k0055

PV AI Governance Frameworks: Understanding of governance structures required for AI in pharmacovigilance including organizational...

Idioma do texto original: inglês

ksb-d01-k0056

AI Competency Requirements: Understanding of evolving workforce competency requirements in AI-enabled pharmacovigilance includin...

Idioma do texto original: inglês

ksb-d01-k0057

PV AI Technology Ecosystem: Comprehensive understanding of the AI technology ecosystem relevant to pharmacovigilance including c...

Idioma do texto original: inglês

ksb-d01-k0058

AI System Validation Principles: Understanding of validation principles for AI systems in pharmacovigilance including GAMP 5 AI consi...

Idioma do texto original: inglês

ksb-d02-k0001

Type A Reactions: Dose-dependent, predictable, pharmacologically mediated responses...

Idioma do texto original: inglês

ksb-d02-k0002

Type B Reactions: Dose-independent, unpredictable, idiosyncratic responses...

Idioma do texto original: inglês

ksb-d02-k0003

Type C Reactions: Chronic effects from long-term exposure...

Idioma do texto original: inglês

ksb-d02-k0004

Type D Reactions: Delayed effects appearing after treatment discontinuation...

Idioma do texto original: inglês

ksb-d02-k0005

Type E Reactions: End-of-treatment withdrawal effects...

Idioma do texto original: inglês

ksb-d02-k0006

Type F Reactions: Failure of therapy due to drug interactions or resistance...

Idioma do texto original: inglês

ksb-d02-k0007

Pharmacokinetic Factors: Absorption, distribution, metabolism, excretion variations...

Idioma do texto original: inglês

ksb-d02-k0008

Pharmacodynamic Interactions: Receptor binding, dose-response relationships, therapeutic windows...

Idioma do texto original: inglês

ksb-d02-k0009

Drug-Drug Interactions: Synergistic, antagonistic, and additive effects...

Idioma do texto original: inglês

ksb-d02-k0010

Drug-Disease Interactions: Impact of comorbidities on drug safety profiles...

Idioma do texto original: inglês

ksb-d02-k0011

Pharmacogenetic Influences: Genetic polymorphisms affecting drug metabolism and response...

Idioma do texto original: inglês

ksb-d02-k0012

Causality Assessment Methods: WHO-UMC, Naranjo, Bradford-Hill criteria...

Idioma do texto original: inglês

ksb-d02-k0013

Temporal Relationship Analysis: Onset timing, dose-response patterns, dechallenge/rechallenge...

Idioma do texto original: inglês