Comparison between logistic regression and neural networks to predict death in patients with suspected sepsis in the emergency room

Table 1 Cutoff points on continuous variables for changes in the probability of death according to locally weighted regression

Variable	Cutoff points
	1	2	3
Respiratory rate (breaths/min)	<24	24–33	≥ 34
GCS score	>12	8–12	<8
Temperature (°C)	>38	36.6–38	≤ 36.5
Shock Index	<1	1–1.4	≥ 1.5

ISSN: 1364-8535