Someone takes a test for a rare disease and it comes back positive. Write chance_sick(base_rate, catch_rate, false_alarm_rate): the chance they are actually sick. base_rate is the share of people who have it, catch_rate the chance a sick person tests positive, and false_alarm_rate the chance a healthy person tests positive anyway.