The pipeline consists of five key steps outlined below. In general, the chemical transformations involved in generating each level in our chemical hierarchy are inspired by the Chemical Structure Identifiers from the NCI CADD group . canSARchem aims to create increasingly generalized representations of input molecular records from source databases by the following steps: