\caption{$R$ leniency of the decision maker, $T$ is a binary decision, $Y$ is the outcome only observed for some decisions. Background features $X$ for a subject affect the decision and the outcome. Additional background features $Z$ are visible only to the decision maker in use. }
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In this section, we define the key terms used in this paper, present the modular framework for selective labels problems and state our problem.