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Table 3 The confusion matrix for AMS ICD codes attributed to visits concurrent with the HPI notes vs. labels by clinicians (accuracy = 81.3%)

From: Automated detection of altered mental status in emergency department clinical notes: a deep learning approach

Label by clinician AMS ICD’s No AMS ICD’s
AMS 456 37
Not AMS 174 463