{"id":"W2583564626","doi":"10.1111/resp.13012","title":"Global Strategy for the Diagnosis, Management and Prevention of Chronic Obstructive Lung Disease 2017 Report","year":2017,"lang":"en","type":"article","venue":"Respirology","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":694,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia; McGill University; McGill University Health Centre","funders":"National Institute for Health and Care Research","keywords":"Medicine; Intensive care medicine; Pulmonary disease; Obstructive lung disease; Disease management; Lung; Lung disease; Disease; 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":[0.009712232,0.001770098,0.001325156,0.002748854,0.0006124565,0.004538902,0.002314168,0.003636398,0.02334933],"category_scores_gemma":[0.01440922,0.0004847516,0.001500187,0.002451163,0.0005831056,0.002293558,0.003639094,0.006708701,0.02850985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003954579,"about_ca_system_score_gemma":0.03548592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01543323,"about_ca_topic_score_gemma":0.009735653,"domain_scores_codex":[0.9934842,0.001260223,0.0006454377,0.0002829714,0.003524547,0.0008026305],"domain_scores_gemma":[0.9831138,0.001274772,0.001549547,0.0004256025,0.01132756,0.002308722],"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":[0.00004063365,0.00005793475,0.0006705252,0.0005561447,0.00002386347,0.00004136633,0.00003929558,0.0001507771,0.0001369483,0.004001802,0.9269912,0.06728947],"study_design_scores_gemma":[0.00002232392,0.000037725,0.002243589,0.001241947,0.00002927096,0.00005327916,0.00005095238,0.00007142858,0.0001221213,0.0007654126,0.995349,0.00001292971],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.002335465,0.1217669,0.01120028,0.3962423,0.1102171,0.002783346,0.07160363,0.001987444,0.2818636],"genre_scores_gemma":[0.02061908,0.2674453,0.03338412,0.122594,0.04354719,0.005819827,0.1605052,0.00140386,0.3446815],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02334933,"threshold_uncertainty_score":0.07811135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03914303259550549,"score_gpt":0.3804619505014261,"score_spread":0.3413189179059206,"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."}}