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the text W, as seen in the image below, where the potential outcomes of Y are equivalent given either W or both T_tilde and Z_tilde. Theorem 1, the confounding information, Z_tilde is a function of the text, W. Adapted from Pryzant et al. (2021). Having defined Z_tilde as such, it is then possible