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The pillars of reproducibility. The overarching goal of reproducibility can be achieved by developing a rigorous experimental design that takes into consideration the applications of blinding, randomization, counterbalancing, suitable sample sizes, and the inclusion of appropriate controls. It is supported by highly trained technical staff with demonstrated proficiency at conducting the assays.
