How do you know whether someone is just emotionally detached or a psychopath/sociopath?

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TL:DR get a medical degree. You really can’t. This stuff is super-tricky, you need a long time studying the clinical history of psychopathy to even understand what to look for. Then you have to get the person into a controlled setting and see how they respond to tests developed specifically to tease