{"id":"W4229024305","doi":"10.1016/s0140-6736(22)00470-6","title":"Chronic obstructive pulmonary disease","year":2022,"lang":"en","type":"review","venue":"The Lancet","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":1194,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"COPD; Medicine; Intensive care medicine; Disease; Pulmonary disease; Epidemiology; Biomarker; Pathology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001650136,0.001501128,0.003442239,0.003339746,0.0005949495,0.002757396,0.0009609075,0.002424223,0.02687861],"category_scores_gemma":[0.003579285,0.0004886341,0.001370718,0.003854831,0.0006711591,0.001439669,0.001856951,0.003510262,0.01032687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001713174,"about_ca_system_score_gemma":0.005032896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005451712,"about_ca_topic_score_gemma":0.01333181,"domain_scores_codex":[0.9987134,0.00028363,0.0001932324,0.0001694861,0.0005102239,0.0001299864],"domain_scores_gemma":[0.9987504,0.0005696854,0.0002464518,0.00004765768,0.0002681746,0.000117633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001055753,0.00004011032,0.0001249541,0.04571478,0.0002594581,0.00006689183,0.0000502863,0.00008146914,0.0004113641,0.003332887,0.1731698,0.7766423],"study_design_scores_gemma":[0.0001223168,0.00007795113,0.001049709,0.03709106,0.0004599194,0.0002418149,0.00006558242,0.00002738647,0.0000598587,0.001586334,0.9592023,0.00001576382],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003092072,0.9930139,0.00005499382,0.00104208,0.001780535,0.00002507985,0.00009350964,0.00001365999,0.003945332],"genre_scores_gemma":[0.0005681914,0.9926338,0.0001764818,0.002460133,0.001022617,0.00003614594,0.0001281551,0.000003862058,0.002970638],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02687861,"threshold_uncertainty_score":0.08991784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07117136622339051,"score_gpt":0.3602043610072487,"score_spread":0.2890329947838581,"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."}}