Automated pipeline for detecting, quantifying, and contextualizing adverse drug event signals using FAERS disproportionality analysis, FDA label mining, mechanism-based prediction, and literature evidence. Produces a quantitative Safety Signal Score (0-100) for regulatory and clinical decision-making.
Differentiation from tooluniverse-pharmacovigilance: This skill focuses specifically on signal detection and quantification using disproportionality analysis (PRR, ROR, IC) with statistical rigor, produces a quantitative Safety Signal Score (0-100), and performs comparative safety analysis across drug classes. The pharmacovigilance skill provides broader safety profiling without the same depth of signal detection...
CRITICAL: This is the core of the skill. For each top adverse event (at least top 15-20), calculate PRR, ROR, and IC with 95% confidence intervals.
Detecte y analice señales de eventos adversos de medicamentos utilizando datos FAERS de la FDA, etiquetas de medicamentos, análisis de desproporcionalidad (PRR, ROR, IC) y evidencia biomédica. Genera puntuaciones de señales de seguridad cuantitativas (0-100) con calificación de evidencia. Úselo para vigilancia poscomercialización, farmacovigilancia, evaluación de seguridad de medicamentos, investigación de eventos adversos y apoyo a decisiones regulatorias. Fuente: mims-harvard/tooluniverse.