{"id":"W4286865648","doi":"","title":"Economic Evaluation of Umeclidinium/Vilanterol versus Umeclidinium or Salmeterol in Symptomatic Non-Exacerbating Patients with COPD from a UK Perspective Using the GALAXY Model","year":2021,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"COPD; Perspective (graphical); Medicine; Salmeterol; Internal medicine; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007517487,0.001082482,0.002144177,0.0008653055,0.000277289,0.003011219,0.001098165,0.001890666,0.006854666],"category_scores_gemma":[0.0244422,0.0004558055,0.002977328,0.0009662165,0.0006372405,0.001465864,0.001797876,0.002142081,0.0003799338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006152365,"about_ca_system_score_gemma":0.00337978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01603261,"about_ca_topic_score_gemma":0.008780416,"domain_scores_codex":[0.9919156,0.00690376,0.0002273724,0.0002215707,0.0003241391,0.0004074944],"domain_scores_gemma":[0.9875425,0.01010536,0.0008952115,0.0001964303,0.0004163678,0.0008441429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.05974894,0.0009589259,0.01808325,0.004998724,0.006746961,0.001628083,0.0002915168,0.7803658,0.0009620147,0.0341615,0.01216029,0.07989403],"study_design_scores_gemma":[0.01807963,0.01317316,0.01767315,0.003482921,0.006323851,0.001288576,0.001062554,0.9058456,0.0005604264,0.019907,0.01231099,0.0002920421],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8215663,0.08066867,0.02968819,0.02227538,0.001136048,0.001471815,0.004872228,0.0001825755,0.03813888],"genre_scores_gemma":[0.9904248,0.004073286,0.002546838,0.0005355175,0.00006879647,0.0002162906,0.0006695706,0.00002140984,0.001443518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01603261,"threshold_uncertainty_score":0.04463869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2435407658916058,"score_gpt":0.5356131283631693,"score_spread":0.2920723624715635,"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."}}