From sponsorship to allegiances and secondary evidence syntheses, the article highlights how further scrutiny is required to address meta-biases that exist beyond methodology and current quality assessment tools such as AMSTAR, GRADE, and ROBIS. Co-authored by IBTN Founding Member Dr. P. Montgomery and published in Systematic Reviews.