In the validation cohort , the model discriminated well between patients who did and those who did not develop COPD : area under the receiver operating characteristics curve = 0.845 ( 95 % CI , 0.840-0 .850 ) for females and 0.832 ( 95 % CI , 0.827-0 .837 ) for males .