This is subject specific journal reporting a "machine learning" study with just ~400 odd patients dataset. I would not take these results seriously. The accuracy number cited is meaningless, and other than being a bullet point on someone's CV it does not have much of a value.
85% Accuracy or 0.8 AUC score is pointless, unless compared with current state of art e.g. having psychologist give an opinion and comparing against the correct population, e.g. all patients who get interviewed as opposed to a balanced set.
85% Accuracy or 0.8 AUC score is pointless, unless compared with current state of art e.g. having psychologist give an opinion and comparing against the correct population, e.g. all patients who get interviewed as opposed to a balanced set.