Applying the Nova food classification to food product databases using discriminative ingredients: a methodological proposal

Abstract

Background Growing interest in the Nova food classification system surged among various stakeholders, driven primarily by compelling evidence linking the consumption of ultra-processed foods (UPF) to negative health outcomes. However, the conventional classification process often leaves room for uncertainty and operational challenges.