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For illustration, with this calibrated uncertainty, if just one queries the product for predicted results of different cancer remedies for the patient from a minority group that is underrepresented in the dataset, GenSQL would notify the user that it is uncertain, And the way uncertain it can be, rather than overconfidently advocating for the wrong cure.
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In addition, GenSQL may be used to make and examine artificial details that mimic the true knowledge in the database. This might be Particularly useful in conditions exactly where delicate information can't be shared, like affected individual overall health records, or when real info are sparse.
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