 Imagine there are two treatments for some medical condition. One treatment is old, and its efficacy is well known: it has a .5 chance of curing the condition in any given case. The other treatment is new, and might be slightly better or slightly worse: a .501 chance of success, or else .499. Researchers aren’t sure yet which it is.