I'm not sure where you're reaching 'hundreds and hundreds of thousands', perhaps because there's a big range between zero and thirty percent.
In medical trials, statistical significance is the milestone to reach before broadly claiming something 'works'. Dozens of other treatments were put through trials. Some had promising initial results. Most didn't work.