Table. 1.
Variables allowed | Steps in binary logistic regression | B value (B0-B3) | Outcome using binary logistic regression |
Cut off variable used | Cut-off for binary outcome prediction | Outcome using cross-tables |
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---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Favourable | Adverse | Total | NPV, PPV & Predictive Accuracy | Favourable | Adverse | Total | NPV, PPV & PA | ||||||
1:n=168 Total scanned [$]\\vskip 50\\bf\\rotate 90{?>cohort (9 dead and one [$]\\vskip 24\\hskip 6\\bf\\rotate 90{?>survivor excluded) | All MRI, clinical and biochemical variables |
0:constant | -3.370 | 129 | 14 | 143 | 90% NPV | WMxBGT |
≤2 | 126 | 13 | 139 | 91%NPV |
1:WMxBGT | 0.693 | 3 | 22 | 25 | 88%PPV | >2 | 6 | 23 | 29 | 79%PPV | |||
2:LDH72h | 0.036 | 132 | 36 | 168 | 132 | 36 | 168 | ||||||
98% Sp | 61% Se | 90%PA | 95% Sp | 64%Se | 89%PA | ||||||||
As above except WMxBGT |
0:constant | -4.425 | 127 | 14 | 141 | 90% NPV | Total Injury Score |
≤5 | 123 | 12 | 135 | 91%NPV | |
1:TIS | 0.587 | 5 | 22 | 27 | 81%PPV | >5 | 9 | 24 | 33 | 73%PPV | |||
2:LDH72h | 0.028 | 132 | 36 | 168 | 132 | 36 | 168 | ||||||
96% Sp | 67% Se | 89%PA | 93%Sp | 67%Se | 88% PA | ||||||||
2:n=158 Excluding 10 [$]\\vskip 50\\bf\\rotate 90{?>scanned infants with [$]\\vskip 24\\hskip 6\\bf\\rotate 90{?>co-existing diagnoses 12 [$]\\vskip --10\\hskip 13\\bf\\rotate 90{?>(PNC are included) | All MRI, clinical and biochemical variables |
0:constant | -4.185 | 123 | 11 | 134 | 92%NPV | WMxBGT |
≤2 | 122 | 10 | 132 | 92%NPV |
1:WMxBGT | 0.745 | 4 | 20 | 24 | 83%PPV | >2 | 5 | 21 | 26 | 81%PPV | |||
2:timeLact<5 | 0.049 | 127 | 31 | 158 | 127 | 31 | 158 | ||||||
3:no inotrope | 0.581 | 97% Sp | 65%Se | 91% PA | 96%Sp | 68%Se | 91% PA | ||||||
As above except WMxBGT |
0:constant | -4.968 | 124 | 11 | 135 | 93%NPV | Total Injury Score |
≤5 | 118 | 9 | 127 | 93%NPV | |
1:TIS | 0.632 | 3 | 20 | 23 | 87%PPV | >5 | 9 | 22 | 31 | 71%PPV | |||
2:peakLDH | 0.023 | 127 | 31 | 158 | 127 | 31 | 158 | ||||||
98% Sp | 65%Se | 91% PA | 93%Sp | 71%Se | 89% PA c | ||||||||
3: n=156 Excluding [$]\\vskip 52\\bf\\rotate 90{?>12 infants with PNC and [$]\\hskip 6\\vskip 25\\bf\\rotate 90{?>including 10 with [$]\\hskip 12\\vskip 0\\bf\\rotate 90{?>co-existing diagnoses | All MRI, clinical and biochemical variables |
0:constant | -4.191 | 120 | 10 | 130 | 92%NPV | WMxBGT |
≤2 | 118 | 11 | 129 | 91%NPV |
1:WMxBGT | 0.695 | 3 | 23 | 26 | 88%PPV | >2 | 5 | 22 | 27 | 81%PPV | |||
2:LDH72h | 0.036 | 123 | 33 | 156 | 123 | 33 | 156 | ||||||
3:no inotrope | 0.485 | 98% Sp | 70% Se | 92% PA | 96%Sp | 67%Se | 90% PA c | ||||||
As above except WMxBGT |
0:constant | -4.943 | 119 | 10 | 129 | 92%NPV | Total Injury Score |
≤5 | 115 | 10 | 125 | 92%NPV | |
1:TIS | 0.679 | 4 | 23 | 27 | 85%PPV | >5 | 8 | 23 | 31 | 74%PPV | |||
2:peakLDH | 0.040 | 123 | 33 | 156 | 123 | 33 | 156 | ||||||
3:no adren | -0.078 | ||||||||||||
97% Sp | 70% Se | 91% PA | 93%Sp | 70%Se | 88% PA | ||||||||
4: n=146 Excluding [$]\\vskip 51\\bf\\rotate 90{?>22 scanned infants with [$]\\hskip 6\\vskip 25\\bf\\rotate 90{?>PNC and co-existing [$]\\hskip 12\\vskip --1\\bf\\rotate 90{?>diagnoses | All MRI, clinical and biochemical variables |
0: constant | -4.640 | 117 | 9 | 126 | 93%NPV | WMxBGT |
≤2 | 114 | 8 | 122 | 93%NPV |
1:WMxBGT | 1.082 | 1 | 19 | 20 | 95%PPV | >2 | 4 | 20 | 24 | 83%PPV | |||
2:no inotrope | 1.077 | 118 | 28 | 146 | 118 | 28 | 146 | ||||||
3:no adren bolus | -1.905 | 99% Sp | 68% Se | 93% PA | 97% Sp | 71% Se | 92% PA | ||||||
As above except WMxBGT | 0: constant | -5.675 | 116 | 10 | 126 | 92%NPV | Total Injury Score | ≤5 | 110 | 7 | 117 | 94%NPV | |
1:TIS | 0.772 | 2 | 18 | 20 | 90%PPV | >5 | 8 | 21 | 29 | 72%PPV | |||
2:no inotrope | 0.756 | 118 | 28 | 146 | 118 | 28 | 146 | ||||||
3:no adren bolus: | -1.113 | 98% Sp | 64% Se | 92% PA | 93%Sp | 75%Se | 90% PA |