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Last, we review and demonstrate common pitfalls with the presentation of data in graphs, which adds another potential opportunity to introduce bias. Conclusions The tests used in the medical literature continue to change and evolve, usually for the better. With these changes, there will certainly be opportunities to introduce unintentional bias. The more aware we are of this, the more likely we are to find it and correct it.Background Medical knowledge is constantly growing at an exponential rate. Despite this growth, it is estimated to