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Table 5 Selected combinations of parameters evaluated in validation dataset with prevalence of B. canis of 0.23%

From: Identification of parameters and formulation of a statistical and machine learning model to identify Babesia canis infections in dogs using available ADVIA hematology analyzer data

N = 5663

Sensitivity (%)

Specificity (%)

LR + 

PV+ (%)

PLT < 102 and PMDW > 1.09

92.3

91.3

10.61

2.4

PLT < 102 and MPV > 14

84.6

92.0

10.58

2.4

PLT < 102 and %Luc > 1.8

84.6

97.7

36.78

7.7

PLT < 102 and Lob_Index > 2.69

76.9

93.6

12.02

2.7

PLT < 102 and MPC (≤ 200 g/l)

61.5

93.8

9.92

2.2

PLT < 102 and MN_y_Peak (≤ 10.5)

100

89.6

9.62

2.8

PLT < 102 and PMDW > 1.09 and MPV > 14

84.6

92.5

11.28

2.5

PLT < 102 and PMDW > 1.09 and %Luc > 1.8

76.9

97.9

36.62

7.9

PLT < 102 and %Luc > 1.8 and MPV > 14

69.2

98.0

34.60

7.4