{"id":"W3191029772","doi":"10.1186/s12890-021-01612-5","title":"Time-to-first exacerbation, adherence, and medical costs among US patients receiving umeclidinium/vilanterol or tiotropium as initial maintenance therapy for chronic obstructive pulmonary disease: a retrospective cohort study","year":2021,"lang":"en","type":"article","venue":"BMC Pulmonary Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Group for Research in Decision Analysis","funders":"GlaxoSmithKline","keywords":"Medicine; COPD; Internal medicine; Hazard ratio; Retrospective cohort study; Exacerbation; Propensity score matching; Tiotropium bromide; Cohort; Maintenance therapy; Physical therapy; Confidence interval; Lung; Chemotherapy","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":[0.001114514,0.0003169106,0.0005292385,0.0009558498,0.0005363492,0.000873406,0.0006203732,0.0005027628,0.001244126],"category_scores_gemma":[0.003479933,0.0004809765,0.00105503,0.00177347,0.0002190035,0.0005563757,0.0004933799,0.0008776439,0.0001869076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005910669,"about_ca_system_score_gemma":0.0005790684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01180205,"about_ca_topic_score_gemma":0.01156563,"domain_scores_codex":[0.9987351,0.0002375614,0.0002342594,0.0003808581,0.0002471079,0.0001649568],"domain_scores_gemma":[0.9963063,0.0003801647,0.002255145,0.0003774536,0.000339604,0.0003413873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002405552,0.00005618911,0.9987663,0.00001598951,0.000173199,0.00002783426,0.00003524817,0.00002671057,0.00006564113,0.00001310266,0.0001504648,0.0004287648],"study_design_scores_gemma":[0.00003281802,0.0001724583,0.9987924,0.00001624827,0.0001205043,0.0001604479,0.0001073271,0.000248012,0.00005381553,0.00001400444,0.0002761033,0.000005860975],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963267,0.0003048855,0.00009262779,0.00003163979,0.000008045275,0.00005171191,0.002820901,0.00000352887,0.0003598797],"genre_scores_gemma":[0.9971696,0.0001429746,0.0001350902,0.00006086332,0.00001649305,0.00006517456,0.002285427,0.000003110399,0.0001213558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01180205,"threshold_uncertainty_score":0.02346671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01750989156136568,"score_gpt":0.3079542761284941,"score_spread":0.2904443845671284,"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."}}