{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008436045,0.002417705,0.001735483,0.003629871,0.001151731,0.004109406,0.003140069,0.00479435,0.037404],"category_scores_gemma":[0.01158874,0.0008839993,0.002199539,0.004489371,0.0006563431,0.00188111,0.003295685,0.004951161,0.03804139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003006392,"about_ca_system_score_gemma":0.02557176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06370471,"about_ca_topic_score_gemma":0.06917919,"domain_scores_codex":[0.9956774,0.0007052781,0.0004961716,0.0002643174,0.002108254,0.0007486361],"domain_scores_gemma":[0.9800705,0.001495234,0.001998222,0.0005862372,0.01125906,0.004590764],"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":[0.00004802213,0.00001566648,0.0006537418,0.0002924132,0.00001492704,0.00001018454,0.000007890558,0.00003683484,0.00003082336,0.0002817638,0.9924148,0.006192889],"study_design_scores_gemma":[0.0001785314,0.00007750263,0.01905771,0.00143179,0.0001110373,0.00004988375,0.00009074742,0.0001318297,0.0002356554,0.0006766176,0.9779246,0.00003424421],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.002463633,0.01823089,0.001311065,0.1442996,0.07314651,0.002583113,0.5979761,0.001845081,0.158144],"genre_scores_gemma":[0.01881543,0.02846317,0.008529074,0.1250513,0.03760359,0.007917434,0.5870832,0.001733968,0.1848028],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06370471,"threshold_uncertainty_score":0.1266679,"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."}}