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Workflow of the study. Isolates were clustered before division into training, validation, and test sets. The presence and absence of resistance-related mobilizable genes were found using the ResFinder program, and mutations in resistance-related genes were found using the PointFinder program. The output from these programs was then reformatted to be used as the input for machine learning.
