If I remember correctly from childhood (I was chemistry-geek six year-old when Chernobyl blew up and the radioactive cloud drifted right where we were living at the time, but there were lots of talks about it later on), the idea is to saturate your thyroid gland with non-radioactive iodine, so that it won't absorb the nastier kind. It offers no relief from other types of radiation.