 Antibiotic resistance genes are common, but not all are of high risk to human health. Here, the authors develop an omics-based framework for ranking genes by risk that incorporates level of enrichment in human-associated environments, gene mobility, and host pathogenicity. This article was authored by an N.I. John, Jeffrey M. Gaston, Qingxian Eldai, and others.