{"id":"W3005542575","doi":"10.1111/resp.13780","title":"Identification and definition of asthma–COPD overlap: The CanCOLD study","year":2020,"lang":"en","type":"article","venue":"Respirology","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec; University of Calgary; Dalhousie University; University of Toronto; Kingston Health Sciences Centre; McGill University Health Centre; University of Ottawa; Queen's University; St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Asthma; COPD; Identification (biology); Intensive care medicine; Family medicine; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002497495,0.00008566283,0.0002106126,0.00006202415,0.00006215696,0.00000783219,0.00009600406,0.00005795718,0.0001491932],"category_scores_gemma":[0.0002844156,0.00006501206,0.0000428348,0.0002105312,0.0002081128,0.00004229586,0.00009478471,0.0001836619,0.00003407143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005821877,"about_ca_system_score_gemma":0.0001338773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009455834,"about_ca_topic_score_gemma":0.00004076297,"domain_scores_codex":[0.998853,0.0001934755,0.0002468129,0.000273351,0.0002600992,0.0001733052],"domain_scores_gemma":[0.9992797,0.0001333027,0.00009049496,0.0002722917,0.0001037562,0.0001204089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004059424,0.001308978,0.8213543,0.0009250107,0.0004380147,0.0003282703,0.003771555,0.00002302778,0.1115107,0.010079,0.00329583,0.04290592],"study_design_scores_gemma":[0.001518553,0.0007091629,0.9922933,0.000008774164,0.00007402738,0.00002465758,0.001003675,0.0003985671,0.0004756687,0.0006250854,0.00281318,0.00005537206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896955,0.001084955,0.00004021382,0.007089816,0.00005052703,0.0008000152,0.00002092709,0.00002049879,0.001197478],"genre_scores_gemma":[0.9990115,0.00005849512,0.00002194209,0.0006174963,0.0001309289,0.00005755589,0.00001098239,0.00001310267,0.0000780085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.170939,"threshold_uncertainty_score":0.2651115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03744535106413488,"score_gpt":0.3160631697661644,"score_spread":0.2786178187020296,"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."}}