What is the opposite word for idiopathic?

Well, darling, the opposite of idiopathic is "explanatory" or "understood cause." So basically, instead of scratching your head and saying "I have no clue why this is happening," you can confidently say "I know exactly why this is happening." It's like going from a mystery novel to a straightforward instruction manual.