{"id":"W3126650522","doi":"10.2147/copd.s285338","title":"The Prevalence of Chronic Obstructive Pulmonary Disease (COPD) and the Heterogeneity of Risk Factors in the Canadian Population: Results from the Canadian Obstructive Lung Disease (COLD) Study","year":2021,"lang":"en","type":"article","venue":"International Journal of COPD","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; Dalhousie University; University of Saskatchewan; Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec; University of Calgary; Vancouver General Hospital; McGill University Health Centre; University of Ottawa; Queen's University; St. Paul's Hospital; Ottawa Hospital; University of British Columbia","funders":"McGill University; University of Toronto; Dalhousie University; University of Ottawa; Queen's University; Johns Hopkins University; Kaiser Permanente","keywords":"Medicine; COPD; Pulmonary disease; Obstructive lung disease; Population; Internal medicine; Lung; Disease; Lung disease; Intensive care medicine; Physical therapy; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002771224,0.0005179847,0.0007783775,0.001877331,0.001933484,0.001017596,0.001338866,0.0006551723,0.001405596],"category_scores_gemma":[0.007378926,0.0003204214,0.001255125,0.004081019,0.0008257693,0.000308002,0.0009459106,0.0005518148,0.000116817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01230238,"about_ca_system_score_gemma":0.01252336,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9793426,"about_ca_topic_score_gemma":0.9700215,"domain_scores_codex":[0.9972835,0.0003550043,0.0002129119,0.0004757139,0.001345602,0.0003274026],"domain_scores_gemma":[0.9970919,0.0004579742,0.0006655927,0.0001942105,0.001138706,0.0004515969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001200492,0.00001419877,0.995868,0.00006425135,0.0003753211,0.00005915404,0.0002327807,0.0001475119,0.00009378207,0.00005046109,0.0004680563,0.002506338],"study_design_scores_gemma":[0.00001175735,0.00001614348,0.9990137,0.0000159321,0.0001102714,0.00005711919,0.0002072068,0.0002396431,0.00002146065,0.00001942708,0.0002774252,0.000009846574],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903855,0.002286463,0.0003547914,0.000346942,0.00001458816,0.00007097729,0.005337946,0.00001130151,0.001191412],"genre_scores_gemma":[0.9976115,0.0004858912,0.0001992801,0.00004917123,0.000008606752,0.00001534163,0.001491438,0.000003670201,0.0001351134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02065742,"threshold_uncertainty_score":0.08926046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01837309606791989,"score_gpt":0.3000484499898714,"score_spread":0.2816753539219515,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}