The proper scientific answer to that question is not to trust or not trust. You should absolutely do your own testing, whether that means asking good questions of the experts, reading the existing research carefully, up to and including reproducing the experiment yourself where practicable.
If an experiment is impossible to reproduce, then you should be asking yourself what good its results are.