This is how the difference was explained to me:
"The delusional person builds castles in the sky, the schizophrenic moves in, and the psychiatrist collects the rent."
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The mere fact that science may not yet adequately explain an object, event, or experience does not mean the immediate explanation should automatically default to a conspiratorial, extraterrestrial, paranormal, or supernatural cause.