Correction to: Nature Machine Intelligence https://doi.org/10.1038/s42256-021-00494-4, published online 22 June 2022

In the version of this article initially published, an incorrect AstraZeneca division was listed for Jon Paul Janet’s affiliation, which is now corrected to read “Medicinal Chemistry, Research and Early Development, Cardiovascular, Renal and Metabolism (CVRM), BioPharmaceuticals R&D, AstraZeneca, Gothenburg, Sweden” in the HTML and PDF versions of the article.