Korean does not use articles but particles. I agree with you because how it's written, there's no way to tell. I also agree, the word is 'wristwatch' and just 'watch'.
Did anyone else notice that on the question to match up '손목시계' with the picture that it was actually a picture of a pocket watch and not a wrist watch?