The original grant information has been corrected to the following: This work was supported by award number 1R43GM122196-01 (Centralized Assay Data Sets for Modeling Support of Small Drug Discovery Organizations) from NIH/NIGMS. Some of the data sets were previously built partially with funding from aware number 9R44TR000942-02 Biocomputation Across Distributed Private Data Sets to Enhance Drug Discovery from the NIH National Center for Advancing Translational Sciences. J.S.F. and S.E. were supported by funding from NIH/NIAID (1U19AI109713) for the Center to Develop Therapeutic Countermeasures to High-Threat Bacterial Agents, from the NIH: Centers of Excellence for Translational Research (CETR). J.S.F. acknowledges funding from NIH/NIAID (2R42AI088893-02) and Rutgers University, NJMS. T.L. was partially supported by funds from the Office of Graduate Education at the University of North Carolina to support its internship program.