That's, of course, a valid concern. But IMO, that doesn't justify late-stage abortion. The main argument would be the ubiquity of morning-after pills and pregnancy tests.

Also, it is noteworthy that only a very small fraction of abortions are done because of rape. [1]

[1]: Probably about 1%: https://amp.usatoday.com/amp/1211175001