{"id":"W4322719510","doi":"10.1164/rccm.202301-0106pp","title":"Global Initiative for Chronic Obstructive Lung Disease 2023 Report: GOLD Executive Summary","year":2023,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":788,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia; McGill University Health Centre","funders":"","keywords":"Medicine; Obstructive lung disease; Lung disease; Executive summary; Intensive care medicine; Pulmonary disease; Gold standard (test); Lung; 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":[0.01686993,0.001356901,0.001324585,0.004216521,0.0007109362,0.003942616,0.002507362,0.002256664,0.01837109],"category_scores_gemma":[0.03432711,0.0006143308,0.001627387,0.004174488,0.0007427683,0.00208966,0.00233547,0.003919967,0.02413193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003090478,"about_ca_system_score_gemma":0.01756596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02001763,"about_ca_topic_score_gemma":0.01450143,"domain_scores_codex":[0.9914488,0.001972744,0.001327707,0.0003893888,0.004029938,0.0008313411],"domain_scores_gemma":[0.9671773,0.003896737,0.00272244,0.0009471988,0.02285178,0.002404482],"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":[0.00005206954,0.00001548565,0.0005893557,0.0009471893,0.00002193957,0.00002606385,0.00002539901,0.00009778143,0.00004066802,0.001092452,0.9664742,0.03061752],"study_design_scores_gemma":[0.00004752343,0.00004220376,0.003710338,0.003014948,0.00005170149,0.00006169314,0.00006553369,0.00006827565,0.0001267411,0.0009809366,0.9918072,0.00002290161],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"editorial","genre_scores_codex":[0.00355067,0.1310892,0.008021393,0.2718325,0.08142722,0.005276631,0.2794019,0.002460974,0.2169395],"genre_scores_gemma":[0.03245345,0.1675823,0.03380416,0.09756396,0.04753237,0.01108477,0.4986844,0.002488248,0.1088063],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02001763,"threshold_uncertainty_score":0.08921778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02724668155691318,"score_gpt":0.3623368051309835,"score_spread":0.3350901235740704,"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."}}