Do you know of any published data evaluating the efficacy of these detectors? Because I've never seen any, so I'm curious how you know the false positive/false

Do you know of any published data evaluating the efficacy of these detectors? Because I've never seen any, so I'm curious how you know the false positive/false negative rates.