The aim of this study is to construct a prognostic model to identify risks of poor outcomes at one year following hospital discharge of patients treated in an ambulatory cate setting. The study will incorporate pre-hospitalization characteristics, hospitalization events, comorbidity burden, psychosocial measures and post-hospitalization care characteristics to predict re-hospitalization and mortality at one year.