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Recent announcements by the US Government linking paracetamol use during pregnancy to autism in offspring highlight the risks of misinterpreting observational research to inform policy; this is a clear example of the principle that association does not equal causation. Unmeasured familial confounding is a common bias in epidemiological studies, whereby shared genetic or environmental factors withi
