{"id":"W4386547475","doi":"10.1080/24745332.2023.2231451","title":"2023 Canadian Thoracic Society Guideline on Pharmacotherapy in Patients with Stable COPD","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Critical Care and Sleep Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; McMaster University; University of British Columbia; Institut universitaire de cardiologie et de pneumologie de Québec; Ottawa Hospital; Canadian Thoracic Society; McGill University Health Centre; University of Ottawa; University of Toronto; Dalhousie University; Université de Montréal; University of Saskatchewan; Université Laval; University of Alberta","funders":"Pfizer Canada; Fundació Institut de Recerca Hospital Universitari Vall d’Hebron; Alberta Innovates; Merck Canada; University of Toronto; Association des pharmaciens du Canada; Canadian Lung Association; University of New South Wales; University of Alberta; Canadian Institutes of Health Research; Covis Pharma; McGill University Health Centre; McGill University; Temple University; Sanofi; GlaxoSmithKline; Grifols; AstraZeneca Canada; Teva Pharmaceutical Industries; AstraZeneca; Université de Montréal; Pfizer","keywords":"Medicine; Guideline; COPD; Spirometry; Intensive care medicine; Population; Physical therapy; Pharmacotherapy; Lama; Azithromycin; Bronchodilator; Internal medicine; Asthma; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.006158237,0.00128193,0.002531867,0.003270079,0.001500989,0.00296543,0.004379845,0.007486227,0.01708933],"category_scores_gemma":[0.01750659,0.0006670197,0.005315429,0.004363952,0.001156272,0.001302298,0.001536413,0.006752239,0.01040172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01297199,"about_ca_system_score_gemma":0.05648303,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3497412,"about_ca_topic_score_gemma":0.4997805,"domain_scores_codex":[0.9889603,0.002435691,0.002157132,0.0005511133,0.005249894,0.0006458992],"domain_scores_gemma":[0.9846465,0.002879544,0.001090065,0.0003066326,0.01025409,0.0008230807],"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":[0.00004158365,0.0000330349,0.000302795,0.003346314,0.0001064606,0.0001496824,0.00007257355,0.0001996434,0.0001551458,0.002493206,0.9128288,0.08027077],"study_design_scores_gemma":[0.0002852728,0.00003489246,0.002919829,0.01316129,0.0002638499,0.000335841,0.00004572517,0.0003546603,0.0001120347,0.0023277,0.9800984,0.00006048445],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0008696198,0.4607143,0.009105913,0.2694919,0.02654883,0.004334073,0.03708501,0.0008532672,0.1909972],"genre_scores_gemma":[0.02284171,0.5189857,0.07389041,0.1862319,0.01671337,0.0104009,0.06865788,0.0005642095,0.1017139],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6502588,"threshold_uncertainty_score":0.695411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03312247429907338,"score_gpt":0.3557143308600246,"score_spread":0.3225918565609512,"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."}}