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Introduction and Background: The Web-based PhenX Toolkit (consensus measures for Phenotypes and eXposures, https://www. phenxtoolkit.org/) is a catalog of standard measures designed to facilitate collaborative biomedical research. PhenX measures help ensure that phenotypes from different studies are collected and represented in a consistent format. This consistency can enable data comparability across sites in large cohorts (e.g., Precision Medicine Initiative) and facilitates combining data to validate clinically actionable variants, increase statistical power (e.g., studies of rare genetic conditions or gene-enviroment interactions), or compare treatments and outcomes between patients.