How scores turn out can be surprising, whether they come from sports or medicine. In sports we like the excitement: even the best-known favourites have only one opportunity to win at the Olympic Games or in a World Championship final. But what happens when a clinical study relies only on a single measurement? In such a case we should be careful with the promises of personalized medicine and precision medicine. Medical science cannot do without repetition and averages.