{"id":"W4322719877","doi":"10.1111/resp.14486","title":"Global Initiative for Chronic Obstructive Lung Disease 2023 Report: <scp>GOLD</scp> Executive Summary","year":2023,"lang":"en","type":"article","venue":"Respirology","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":31,"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; Pulmonary disease; Lung; Internal medicine; Intensive care medicine; Finance","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005827796,0.0005090381,0.0008540747,0.0004678154,0.0002565635,0.00003311254,0.000376623,0.0003535738,0.000131474],"category_scores_gemma":[0.004006001,0.0005059971,0.0005008814,0.001491009,0.0008556507,0.0002346939,0.0005278625,0.00048552,0.0002660137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002279134,"about_ca_system_score_gemma":0.002672233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006989558,"about_ca_topic_score_gemma":0.00006927465,"domain_scores_codex":[0.9951333,0.0003442414,0.00071526,0.001419983,0.000739888,0.001647344],"domain_scores_gemma":[0.9956678,0.001366308,0.0003148634,0.001020872,0.00059931,0.001030906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.003909333,0.0008560111,0.401949,0.003326404,0.002637599,0.04404419,0.0007583076,0.0004647654,0.001305118,0.01198226,0.5057593,0.02300774],"study_design_scores_gemma":[0.003734772,0.000461717,0.9006171,0.0001424212,0.0004281544,0.0003713611,0.0006317243,0.004550783,0.00008818902,0.01127187,0.07748681,0.0002151096],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9258918,0.01019017,0.0007374051,0.004423408,0.001739523,0.006277255,0.004074075,0.0008252198,0.0458412],"genre_scores_gemma":[0.9363956,0.0007279736,0.0003267421,0.001395002,0.00360974,0.003086775,0.004371618,0.0002716127,0.04981497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4986681,"threshold_uncertainty_score":0.9997392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02726116290698378,"score_gpt":0.3359806847847921,"score_spread":0.3087195218778084,"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."}}