{"id":"W4386790765","doi":"10.2147/copd.s408688","title":"Comparative Effectiveness of Umeclidinium/Vilanterol versus Indacaterol/Glycopyrronium on Moderate-to-Severe Exacerbations in Patients with Chronic Obstructive Pulmonary Disease in Clinical Practice in England","year":2023,"lang":"en","type":"article","venue":"International Journal of COPD","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Indacaterol; Medicine; Pulmonary disease; COPD; Internal medicine; Intensive care medicine; Lung; Lung function","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":[0.002211286,0.0002790555,0.001376976,0.0002915879,0.0002446138,0.0007498229,0.0004881325,0.0006957,0.001899243],"category_scores_gemma":[0.01264666,0.0003296083,0.001469666,0.0003636835,0.0004340295,0.0009130613,0.0008462201,0.0007285706,0.0001386943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002323112,"about_ca_system_score_gemma":0.001110813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009931325,"about_ca_topic_score_gemma":0.02095647,"domain_scores_codex":[0.9970656,0.0015658,0.0004398149,0.0003775261,0.0002636897,0.0002876812],"domain_scores_gemma":[0.9915758,0.002793527,0.003657583,0.0002060953,0.0004568849,0.001310181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.377753,0.00530014,0.5024112,0.005973605,0.004785344,0.0006032451,0.002104027,0.002310039,0.003181242,0.0003785524,0.001701618,0.09349795],"study_design_scores_gemma":[0.02776346,0.08968011,0.871484,0.0009791164,0.003371721,0.0005051211,0.001332475,0.002244821,0.0006940688,0.0001746749,0.001674467,0.00009591041],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953943,0.003671446,0.00003126345,0.0001842113,0.00002025352,0.000116091,0.0002186986,0.000002147428,0.0003614449],"genre_scores_gemma":[0.9991102,0.0004456058,0.00007942894,0.00008633632,0.0000173777,0.00005118873,0.0001087861,8.031221e-7,0.0001002592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009931325,"threshold_uncertainty_score":0.01974702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02928091992788082,"score_gpt":0.3715906917489992,"score_spread":0.3423097718211184,"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."}}