To be fair, he already has a 16yo runaway girl staying at his apartment. The situation can't realistically get any worse for him even if he puts a baby in her belly because the default assumption of the justice system will be that he did it anyway.
It's a Japanese thing, you wouldn't understand. Not that I understand it myself, but probably a genetic trait where your sense of pride and shame is higher than rational thinking.