The aim of the study was to investigate if the option to choose from , and interchange between a selection of diets ( `` Choice '' ) , as opposed to being prescribed one set diet ( `` No Choice '' ) , improves drop out rates and leads to improved weight loss and cardio-metabolic outcomes .