Recent lab experiments in mice have shown that neuroblastoma tumor cells may respond to G-CSF by growing faster and metastasizing (spreading to other parts of the body). There have been no clinical trials comparing the survival of children with high risk neuroblastoma with or without G-CSF. This clinical trial is the first step towards giving induction chemotherapy with less G-CSF.