I've briefly written up in Word an idea for a refinement of Ioannidis' argument that would yield results that are relevant to error statistics and the base-rate fallacy. You can download the file
here. (Unfortunately, the figures don't show up properly in the Google docs viewer that the link brings up--you need to download the file and view it in Word.)
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