This is an important point about the role of priors — especially if one is using a statistical (correlation based) proxy for what is actually a causal question.
But here’s a practical question: imagine a universal healthcare mandate which allows people to get a mental health check-up every year. What criteria should the doctors use? Would the diagnostics have to change significantly?