Wouldn't this allow you to explain away all negative results? Say you get a negative result and you don't like it. Then you start fishing for a cause and found

Wouldn't this allow you to explain away all negative results? Say you get a negative result and you don't like it. Then you start fishing for a cause and found out someone sneezed during the experiment, so you'll delete the null result. Isn't that problematic?