Table 2.
Predictor | Clinical data alone: day 1 | Clinical data+day 1*, biomarker data | Day 3 | Day 4 | Day 5 | ||||||||||
Est | SE | P value | Est | SE | P value | Est | SE | P value | Est | SE | P value | Est | SE | P value | |
Intercept | -5.37 | 1.46 | 0.0003 | −4.36 | 1.35 | 0.001 | 0.67 | 1.97 | 0.73 | 0.005 | 1.86 | 0.99 | −0.20 | 1.68 | 0.9 |
Log Neut/Lymp D1 | 0.28 | 0.16 | 0.08 | ||||||||||||
Log Neut/Lymp D3 | 0.41 | 0.19 | 0.03 | ||||||||||||
Log Neut/Lymp D4 | 0.48 | 0.2 | 0.02 | ||||||||||||
Log Neut/Lymp D5 | 0.52 | 0.21 | 0.01 | ||||||||||||
Log Urea/Creat D2 | −4.22 | 1.24 | 0.0007 | ||||||||||||
Log Urea/Creat D3 | 5.13 | 1.30 | 0.0001 | ||||||||||||
Log Urea/Creat D4 | 1.08 | 0.35 | 0.002 | −4.97 | 1.72 | 0.0003 | |||||||||
Log Urea/Creat D5 | 6.32 | 1.77 | 0.0004 | ||||||||||||
Age (years) | 0.064 | 0.012 | <0.0001 | 0.073 | 0.012 | <0.0001 | 0.069 | 0.013 | <0.0001 | 0.071 | 0.012 | <0.0001 | 0.066 | 0.012 | <0.0001 |
O2 saturation | −0.028 | 0.012 | 0.01 | −0.03 | 0.012 | 0.01 | −0.03 | 0.013 | 0.03 | −0.03 | 0.012 | 0.02 | |||
Respiratory rate | 0.085 | 0.022 | 0.0001 | 0.085 | 0.022 | 0.0001 | 0.08 | 0.023 | 0.0003 | 0.087 | 0.022 | 0.0001 | 0.09 | 0.022 | 0.0001 |
Smoking | 0.7 | 0.263 | 0.0073 | 0.7 | 0.267 | 0.01 | 0.8 | 0.27 | 0.004 | 0.71 | 0.27 | 0.008 | 0.76 | 0.28 | 0.006 |
Note that different variables are selected at different days so that models are not nested.
* The addition of biomarker data on day 2 did not contribute any additional predictive power of that obtained on day 1.
Creat, creatinine; D, day; Neut/Lymp, neurotrophil/lymphocyte; O2, oxygen.