A denotes the treatment (1 for letrozole, 0 for
gonadotropin), D the competing event (1 if no livebirth occurs,
0 otherwise), Y the outcome (1 if neonatal complications occur,
0 otherwise), U a set of unmeasured factors that affect both
the probability of live birth and of neonatal complications, e.g.,
partner’s semen quality, maternal health status, or a genetic factor,
AY is the component of
A that directly affects neonatal complications, and
AD is the component of
A that directly affects live birth. Graph ii is an extended
version of the graph i, in which the treatment components
AY and
AD are deterministic
functions (bold arrows) of A.