Table 3.

Final list of candidate predictors for predictive model, N = 30

Clinical	Laboratory	Social/demographic
Height	Hemoglobin	Bed net use
Weight	HIV status	Maternal age
Mid-upper arm circumference	Malaria blood smear	Maternal education
Heart rate		Maternal HIV status
Respiratory rate		Maternal death
Systolic blood pressure		Number of siblings
Diastolic blood pressure		Sibling deaths
Temperature (axillary)		Distance (time)
Oxygen saturation		Distance (cost)
Blantyre coma scale		Availability of latrine
Immunization status		Water source
Prior antibiotic use		Boiling of drinking water
Prior antimalarial use
Time since last hospitalization
Duration of illness