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The rank-sum carried over to right-censored samples: every pair of runs is scored by which one outlived the other, and a pair censoring cannot order counts as half rather than as a difference neither run supports. The effect size and the p-value are the same statistic, and with nothing censored both are exactly what the rank-sum reports.