{"id":"W3143773995","doi":"10.1080/24745332.2021.1901630","title":"Chronic obstructive pulmonary disease","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Critical Care and Sleep Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Covenant Health; University of Calgary; University of Alberta; University of Saskatchewan","funders":"","keywords":"Pulmonary disease; Globe; Medicine; Coronavirus disease 2019 (COVID-19); Intensive care medicine; Disease; Internal medicine; Infectious disease (medical specialty)","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":[0.0007299334,0.0003711679,0.000756408,0.0006062514,0.001304782,0.001271262,0.0004982955,0.0009812621,0.04556601],"category_scores_gemma":[0.003669441,0.0001027261,0.0005385127,0.001225538,0.0003220313,0.0007585417,0.001179194,0.002579164,0.01026198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001177663,"about_ca_system_score_gemma":0.00358666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01814966,"about_ca_topic_score_gemma":0.02398731,"domain_scores_codex":[0.9986671,0.0001726926,0.0001163605,0.0001962912,0.0005958793,0.0002517251],"domain_scores_gemma":[0.99784,0.0001867493,0.0002462077,0.00009496407,0.0009401417,0.0006917892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009318579,0.0001698261,0.03980647,0.0009659061,0.0001509475,0.0004270704,0.0001233222,0.00007850728,0.0005138369,0.004595054,0.7378145,0.2152614],"study_design_scores_gemma":[0.00005845888,0.0001582701,0.1434835,0.002746237,0.0001042708,0.001932609,0.0002316269,0.0002068123,0.0001250027,0.003216381,0.8476971,0.00003974372],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.01864242,0.1755681,0.003483438,0.1462147,0.02215478,0.001047807,0.04299255,0.000870356,0.5890259],"genre_scores_gemma":[0.2940027,0.2197196,0.007810887,0.1162061,0.03269983,0.001969296,0.07240607,0.0002762148,0.2549093],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.04556601,"threshold_uncertainty_score":0.1524335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02464204572901183,"score_gpt":0.3097645807009933,"score_spread":0.2851225349719815,"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."}}