it's about preventing Anakin from turning into Darth Vader.

If they knew his mother's death would attribute to him turning evil, they'd have freed her. But at the same time, perhaps they considered coming back after they got Anakin to Corscant and freeing her? But she was freed by Owen Lars only a few months after Anakin left, and conflicts started happening right after they got Anakin.