Multi-algorithm consensus classification identifies three distinct acute liver failure subtypes with differential treatment responses: a multi-database cohort study

ALF comprises three distinct phenotypes with unique pathophysiological features, prognostic trajectories, and treatment responses. This phenotypic classification, validated across multiple international databases, provides a framework for precision medicine in ALF management and challenges the current one-size-fits-all treatment paradigm.