This study will compare treatment with bevacizumab in combination with capecitabine and cisplatin versus placebo in combination with capecitabine and cisplatin, as first-line therapy in patients with locally advanced or metastatic gastric cancer who had not received prior chemotherapy for advanced or metastatic disease.