The clear explanation to compute the odds you need to combine the distribution of positives & negatives with the false positive (or false negative) rate; a prob

The clear explanation to compute the odds you need to combine the distribution of positives & negatives with the false positive (or false negative) rate; a probability derived purely from a false positive rate presumes a uniform distribution of positives and negatives.