I suspect Gjord is leading a coup d'etat and that Ida is actually using an antidote to reverse the effects of the other sorcerer's medication which I think was damaging Sylhan's brain and memories, hence the name of the title, but also in a more metaphorical and expanded sense I think it refers to Gjord being the antidote to all the bad shit happening to Sylhan.