Hispanic patients with CRC in our catchment area present at a younger age with more metastatic disease and have a poorer survival than non-Hispanic Whites. Modification of screening criteria and treatment paradigms may be required for Hispanics.
Results from this study suggested that BNP may be able to serve as a reliable screening tool for stage B heart failure in diabetic populations. Because BNP is an inexpensive blood test, it could be incorporated into the congestive heart failure diagnostic algorithm to determine which patients need imaging studies, namely echocardiography. Handheld echocardiography had interobserver reliability and is a promising alternative screening method.
We describe the creation and quality assurance of a dataset containing nearly all available precinct-level election results from the 2016, 2018, and 2020 American elections. Precincts are the smallest level of election administration, and election results at this granularity are needed to address many important questions. However, election results are individually reported by each state with little standardization or data quality assurance. We have collected, cleaned, and standardized precinct-level election results from every available race above the very local level in almost every state across the last three national election years. Our data include nearly every candidate for president, US Congress, governor, or state legislator, and hundreds of thousands of precinct-level results for judicial races, other statewide races, and even local races and ballot initiatives. In this article we describe the process of finding this information and standardizing it. Then we aggregate the precinct-level results up to geographies that have official totals, and show that our totals never differ from the official nationwide data by more than 0.457%.
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