Came across this paper and it provides a nice discussion of confidence intervals vs. confidence bands with the Kaplan-Meier
@tfeend pointwise CI (the typical CI) are not appropriate when we want to talk about the whole survival function. They are still fine for S(t) at a particular t though
@PausalZ does this suggest the typical confidence intervals are not appropriate then too?