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the problem is that for medical coding, this translates to "a small number of procedures will be coded wrong", and that's not a meaningfully better situation than "a small number of procedures can't be coded", and in fact is probably worse. So you need a reasonably high confidence threshold, and really in most cases you probably want to have a human manually review the problem (or questionable) cases.



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