{"id":"W3156817660","doi":"10.2147/copd.s298032","title":"Umeclidinium/Vilanterol Compared with Fluticasone Propionate/Salmeterol, Budesonide/Formoterol, and Tiotropium as Initial Maintenance Therapy in Patients with COPD Who Have High Costs and Comorbidities","year":2021,"lang":"en","type":"article","venue":"International Journal of COPD","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Group for Research in Decision Analysis","funders":"","keywords":"Medicine; Fluticasone propionate; COPD; Salmeterol; Internal medicine; Population; Exacerbation; Formoterol; Hazard ratio; Tiotropium bromide; Asthma; Budesonide; Confidence interval","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":[0.001134316,0.0002145726,0.0004829821,0.0002249687,0.0001924729,0.000600159,0.0003238361,0.0003362439,0.001762659],"category_scores_gemma":[0.002462755,0.0001538218,0.001203076,0.0002155592,0.0001493627,0.0003310961,0.0003023077,0.0006813548,0.0001520507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005013436,"about_ca_system_score_gemma":0.0005144837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009799756,"about_ca_topic_score_gemma":0.001797158,"domain_scores_codex":[0.999366,0.0002428583,0.00006779261,0.0001283671,0.00007688454,0.0001181291],"domain_scores_gemma":[0.9988844,0.0002771259,0.0005133557,0.00006118566,0.00004482684,0.0002192058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.5392799,0.006240175,0.3836178,0.0005562899,0.003228851,0.0001546284,0.0001647793,0.0008979122,0.003962373,0.0001796535,0.001224944,0.06049277],"study_design_scores_gemma":[0.05218725,0.2067332,0.7193782,0.0002497029,0.006007875,0.0006486399,0.000385077,0.00600131,0.004624074,0.0003222673,0.003422972,0.00003943811],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985864,0.000831893,0.00004027548,0.00006054496,0.00002665985,0.000048059,0.0001142442,0.00000220055,0.0002897491],"genre_scores_gemma":[0.9991978,0.0002620482,0.0001046614,0.00007890046,0.00003338588,0.00003688709,0.0001311615,0.000001057604,0.0001541567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001762659,"threshold_uncertainty_score":0.005998909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01401208349871735,"score_gpt":0.289248052218656,"score_spread":0.2752359687199386,"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."}}