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Accounting for uncertainty in a classification label using a clinical expert’s confidence in the diagnosis of ARDS. Critical care trained clinicians were asked to independently review patients’ EHR data and determine if any individuals in the cohort had ARDS, while also rating their confidence of the diagnosis using the following scale: equivocal, slight, moderate, or high.
