{"id":"W3121762707","doi":"10.1177/2040622320982455","title":"Understanding racial differences of COPD patients with an ecological model: two large cohort studies in the US and Korea","year":2021,"lang":"en","type":"article","venue":"Therapeutic Advances in Chronic Disease","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; COPD; Confidence interval; Exacerbation; Internal medicine; Cohort; Epidemiology; Cohort study; Quality of life (healthcare)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.006253589,0.0007386495,0.000557364,0.001238788,0.001585142,0.00150015,0.001102995,0.0009693557,0.001012478],"category_scores_gemma":[0.00755374,0.0007349706,0.002192851,0.001579089,0.0007971525,0.001282736,0.001914637,0.001176024,0.0001848261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009278065,"about_ca_system_score_gemma":0.001305668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03164638,"about_ca_topic_score_gemma":0.03931423,"domain_scores_codex":[0.9974275,0.001325483,0.0002279414,0.0005130797,0.0001958712,0.0003100999],"domain_scores_gemma":[0.9960976,0.0007445782,0.001072129,0.0009972461,0.0005529846,0.0005354296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001823597,0.00009600182,0.9977663,0.00001262295,0.0003103845,0.00006811744,0.0005774291,0.00003510755,0.00007644981,0.00006621179,0.0001568405,0.0006521646],"study_design_scores_gemma":[0.00005504131,0.0001489677,0.9956853,0.00003330321,0.0003882734,0.0002010766,0.002166768,0.0007086254,0.00004767755,0.0001310672,0.000415152,0.00001859763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998848,0.0002236844,0.0003092647,0.000108741,0.00001454962,0.00004118951,0.0002871598,0.00000222402,0.0001652192],"genre_scores_gemma":[0.9987748,0.0001173265,0.0003936235,0.0001154016,0.00001056507,0.00006793549,0.0004343319,0.000003895294,0.00008209054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03164638,"threshold_uncertainty_score":0.06292433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08950860150498005,"score_gpt":0.3868383394179948,"score_spread":0.2973297379130148,"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."}}