There's a difference long before the trial. The scientist's knowing how to investigate if this particular plant, organism or whatever might provide a discovery - based on years of education and experience. And if analysis is encouraging, how to extract the desired ingredient, formulate a dose for further experimentation etc. Not for amateurs or random walkers in the woods. Or people who simply want to play on credulity and make a quick buck -- or million or two.