Professionals varied in symptom and clinical examination findings used to identify children suitable for antibiotics. Prognostic uncertainty, especially in children with moderate illness, frequently lead to antibiotic prescribing to mitigate the risk of deterioration. The authors highlight that training may help healthcare professional identify children most and least at likely to benefit from antibiotics.