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Weighted cumulative incidence mortality by treatment strategy, from Lambourg et al , Am J Kidney Dis, 2025 After adjusting for confounding, stopping metformin was associated with higher mortality, with an HR of 1.23 (1.08-1.41)

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This is primarily due to the DT classifiers inability to provide a suitable match for the discrete features present in the data