 In 1944, Caldwell helped the Milwaukee Brewers to clinch the American Association title.Caldwell compiled a 19–5 record, earning the most wins in the league and finishing with the highest winning percentage (.792).His fine season earned him another shot at the majors, where he won 13 games basically as reliever for the Chicago White Sox in 1945, at 40 years of age.