It gets worse. You might think that this is an obscure nuance that most speakers would miss. Sadly for learners, it isn't; the critical difference between the two sentences is obvious to any native speaker.
Or you could have used "could have chosen not," as for example you could have chosen not to do it. Michael Cohen could have chosen not to do what he did. Then he would not be spending three years in prison.