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Table 1 Classification results

From: Reducing ICU blood draws with artificial intelligence

Outcome

ACC (%)

Sensitivity

Specificity

Calcium

85 ± 2.3

0.88 ± 0.3

0.81 ± 0.1

PTT

86 ± 1.2

0.89 ± 0.1

0.82 ± 0.2

Hematocrit

82 ± 1.6

0.84 ± 0.2

0.78 ± 0.1

Fibrinogen

84 ± 2.8

0.87 ± 0.3

0.80 ± 0.4

Lactate

80 ± 2.2

0.82 ± 0.2

0.77 ± 0.4

Platelets

88 ± 1.3

0.90 ± 0.1

0.85 ± 0.2

Hemoglobin

84 ± 3.1

0.85 ± 0.3

0.81 ± 0.2

  1. ACC, accuracy of classification.