... category were used to train the network ( n =37784), whereas 10% were used for validation ( n =3812). data presentation data visualization figures meta-research transparency The tool was validated on all preprints posted on bioRxiv between 1 and 15 May 2019 ( n =1107). Two independent...

... their impact, and testing solutions to improve the transparency, rigor, trustworthiness, and usefulness of biomedical research. The collection welcomes science of science studies that link basic science to disease mechanisms, as well as meta-research articles highlighting opportunities to improve transparency...

... rigor transparency In 2012, Begley and Ellis [ 1 ] published an article highlighting the critical need for dramatic improvements in the rigor and reproducibility of preclinical research. The authors attempted to replicate the key findings of 53 landmark papers in the field of cancer therapeutics...