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Early published data on COVID-19 in patients with cancer are being referenced in clinical guidelines, despite methodological flaws that limit the quality of much of this evidence. In the next phase of research in this area, we argue that the quality of observational evidence should be prioritized over speed of publication.

COVID-19 and cancer: do we really know what we think we know?