The core of Derek Nexus lies in its extensive knowledge base, which contains information about chemical structures and their associated toxicological outcomes. When a new compound is analyzed, Derek Nexus identifies structural features or toxicophores that are known to be associated with specific toxic effects. It applies a set of rules derived from expert knowledge and empirical data to predict the likelihood of these effects in the compound being studied.