People are notoriously poor at understanding probabilities, especially the small ones that are relevant to health choices. In a general-population survey, only about 60% of respondents correctly answered the question “Which is a larger chance, 5 in 100,000 or 1 in 10,000?” This “innumeracy” can confound people’s thinking about their preferences.3

