Randomised trials are widely considered the ‘gold standard’ for causal inference... However, trials are not immune to random confounding, as well as selection bias and measurement bias... Here, we review some important methodological aspects of randomised controlled trials in the context of a recently published paper. To read the full article, log in using your NHS OpenAthens details.