Recent reports in both the general and scientific media show there is increasing concern within the biomedical research community about the lack of reproducibility of key research findings. If too many results are irreproducible, it could hinder scientific progress, delay translation into clinical applications and waste valuable resource. It also threatens the reputation of biomedical...