@Loh Jane,
In that particular sentence, option sounds more like formal writing than choice. Selection seems to have the same definition as the others, but at least to me, it seems to imply that there
are alternatives to choose from.
I would be most likely to use
choice, but it's pretty much a matter of, well, choice.