Do roofies affect a baby conceived on them?

The answer is YES:

Explanation: Flunitrazepam (Flun), also known as Rohypnol and sold under multiple brand names, is a 1,4-benzodiazepine derivative with hypnotic, anxiolytic, sedative, anticonvulsant, and anterograde amnesic properties.[