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variables. Z_tilde represents confounding properties, since it affects the outcome and is correlated with T_tilde. To be clear, this theorem only holds under certain assumptions, of which there are three. Firstly, unobserved confounding (W) blocks the backdoor paths between T_tilde and the outcome