{"id":"W3006199683","doi":"10.1111/resp.13782","title":"Contemporary Concise Review 2019: Chronic obstructive pulmonary disease","year":2020,"lang":"en","type":"review","venue":"Respirology","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Pulmonary disease; Intensive care medicine; COPD; 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":[0.001144643,0.001195132,0.001738356,0.003499246,0.0005652391,0.003597785,0.001940265,0.003658523,0.04173246],"category_scores_gemma":[0.008496668,0.0004845534,0.001098915,0.002521587,0.0006855253,0.002539132,0.001741935,0.005025879,0.02629015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001481862,"about_ca_system_score_gemma":0.002961563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001226665,"about_ca_topic_score_gemma":0.002092997,"domain_scores_codex":[0.9988223,0.0002379751,0.0001609822,0.0001798125,0.0004866484,0.0001122813],"domain_scores_gemma":[0.9962947,0.001306505,0.0004632575,0.0001342219,0.001322864,0.0004784969],"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":[0.00006359992,0.00004326487,0.0001379324,0.007244709,0.0000528881,0.0001273375,0.00003949468,0.00009502841,0.000224934,0.001430519,0.7499051,0.2406352],"study_design_scores_gemma":[0.00001507073,0.00003194112,0.000259602,0.004282584,0.00003625773,0.0004150675,0.00001972719,0.00002233469,0.00003884252,0.0005088843,0.9943592,0.00001054618],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002788335,0.8459367,0.0005853887,0.02223893,0.1101844,0.0001562613,0.0008332123,0.0001967238,0.01958948],"genre_scores_gemma":[0.001396291,0.8315585,0.0005829383,0.02515942,0.1178244,0.0001580432,0.001509429,0.00006913059,0.02174181],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04173246,"threshold_uncertainty_score":0.139609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05556081594787723,"score_gpt":0.3674925085922927,"score_spread":0.3119316926444155,"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."}}