Referral and/or initiation of antibiotics were strongly associated with neonatal death ( for referral , relative risk [ RR ] = 7.93 , 95 % confidence interval [ CI ] = 4.4-14 .3 ; for amoxicillin administration , RR = 4.7 , 95 % CI = 2.4-8 .7 ) .