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Table 3 Binary logistic regression analysis for predicting transfusion with all (non-invasive + invasive) parameters

From: Intelligent prediction of RBC demand in trauma patients using decision tree methods

Variable

OR

95% CI

P-value

SB

0.898

0.844–0.957

0.001

Hct

0.923

0.899–0.948

0.000

VD

2.039

1.092–3.808

0.025

Trauma location

7.961

1.422–44.567

0.018

PTA

0.975

0.964–0.988

0.000

SpO2

1.023

0.977–1.071

0.323

PLT

0.995

0.992–0.998

0.001

Fib

0.789

0.674–0.924

0.003

  1. CI confidence interval, SB standard bicarbonate, Hct haematocrit, VD vasoactive drugs, PTA prothrombin activity, SpO2 blood oxygen saturation, PLT platelet count, Fib fibrinogen, OR odds ratio