{"id":"W4322758476","doi":"10.1183/13993003.00239-2023","title":"Global Initiative for Chronic Obstructive Lung Disease 2023 Report: GOLD Executive Summary","year":2023,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":1221,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia; McGill University Health Centre","funders":"National Institutes of Health; Agenzia Italiana del Farmaco, Ministero della Salute; Canadian Institutes of Health Research; Sunovion; AstraZeneca; CSL Behring; Chiesi Farmaceutici; Sanofi; American Thoracic Society; Pfizer; COPD Foundation; GlaxoSmithKline; Regeneron Pharmaceuticals; Teva Pharmaceutical Industries","keywords":"Medicine; Obstructive lung disease; COPD; Lung disease; Executive summary; Pulmonary disease; Gold standard (test); Intensive care medicine; Lung; Internal medicine; Finance","routes":{"ca_aff":true,"ca_fund":true,"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":[0.009009004,0.001602635,0.001867871,0.003007598,0.0007588773,0.004311115,0.003299354,0.004418334,0.03041509],"category_scores_gemma":[0.01416898,0.0008028391,0.001830406,0.004225396,0.0006850489,0.002287168,0.00277003,0.005140864,0.04415361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003492396,"about_ca_system_score_gemma":0.02198164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04802914,"about_ca_topic_score_gemma":0.04017462,"domain_scores_codex":[0.9957951,0.0007868703,0.0004830429,0.0003295242,0.001999488,0.000605916],"domain_scores_gemma":[0.9863885,0.001324927,0.001090838,0.00043096,0.008396463,0.002368208],"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":[0.00005809776,0.00001394794,0.0003220678,0.0004229666,0.0000172915,0.00001179208,0.00001030928,0.0000435145,0.00003414718,0.0005968338,0.9879797,0.0104893],"study_design_scores_gemma":[0.00016227,0.0000605108,0.007188659,0.001848939,0.00007652221,0.00004921478,0.00006279221,0.00008810191,0.0001767323,0.0009177781,0.9893387,0.00002973656],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"editorial","genre_scores_codex":[0.002022947,0.06470817,0.002513375,0.242341,0.0492314,0.002775257,0.4548351,0.002303267,0.1792695],"genre_scores_gemma":[0.02102542,0.0826555,0.01659181,0.1361494,0.02217724,0.008578696,0.5430944,0.00259668,0.1671308],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.04802914,"threshold_uncertainty_score":0.1017486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04196635017121516,"score_gpt":0.3329392438612955,"score_spread":0.2909728936900804,"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."}}