A problem affecting early stage clinical trials is that the sample size is too low. This increases the chance of type S or type M errors. A type S error is when the study finds a sign for the effect in the wrong direction relative to the true effect. A type M error relates to the magnitude of the effect found to be present relative to the true effect.