{"id":"W2741661620","doi":"10.1183/13993003.00393-2017","title":"Excess economic burden of comorbidities in COPD: a 15-year population-based study","year":2017,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; Centre for Advancing Health Outcomes; University of British Columbia","funders":"Institute of Circulatory and Respiratory Health; British Columbia Lung Association; Genome British Columbia; Canadian Lung Association; AstraZeneca Canada; Reseau canadien de recherche respiratoire; Canadian Thoracic Society; Canadian Institutes of Health Research; Genome Canada; Michael Smith Health Research BC; GlaxoSmithKline; AstraZeneca","keywords":"Medicine; COPD; Population based study; Population; Environmental health; Intensive care medicine; Emergency medicine; Internal medicine","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":[0.001231518,0.0004442084,0.0005819328,0.001623985,0.0008338213,0.001355445,0.0007114849,0.001050956,0.001036676],"category_scores_gemma":[0.002673181,0.0004952588,0.0009717877,0.003360706,0.0004376036,0.0009002288,0.001078786,0.001008102,0.000306126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001958215,"about_ca_system_score_gemma":0.001465715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1664549,"about_ca_topic_score_gemma":0.1707822,"domain_scores_codex":[0.9990327,0.0002005083,0.000109296,0.0002307136,0.0002271723,0.0001995324],"domain_scores_gemma":[0.9984321,0.0001546145,0.0005556218,0.0001665122,0.0003091304,0.0003821153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005934394,0.00003357534,0.9991069,0.000005775582,0.0001173158,0.00004716967,0.00005920799,0.00004753749,0.00002441696,0.00001316339,0.00008526202,0.0004002768],"study_design_scores_gemma":[0.00000448847,0.00002592321,0.9995735,0.000005032144,0.00002700214,0.00006188259,0.00007937663,0.0001200237,0.000003596359,0.0000105082,0.00008494975,0.000003729379],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983094,0.0002978619,0.00005474473,0.00004592553,0.000004333204,0.0000141327,0.001006658,0.000002293053,0.0002646825],"genre_scores_gemma":[0.9984683,0.0002356927,0.00004896655,0.00003590648,0.000008838985,0.00001247039,0.001055799,0.000001807211,0.0001321085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1664549,"threshold_uncertainty_score":0.3309721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04738775916002209,"score_gpt":0.3352080477042964,"score_spread":0.2878202885442743,"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."}}