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individuals. Thus, we made some adaptations such that logistic regressions estimate the di/ni term (point probabilities) in the Kaplan-Meier formula and then use the KM estimator to get nearly unbiased survival curves. This way, we can get full survival curves from XGBoost, and confidence intervals