{"id":"W3112009581","doi":"10.1183/23120541.00480-2020","title":"Cost-effectiveness analysis of a single-inhaler triple therapy for COPD in the UK","year":2020,"lang":"en","type":"article","venue":"ERJ Open Research","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"GlaxoSmithKline; AstraZeneca","keywords":"Medicine; Formoterol; Budesonide; Fluticasone propionate; COPD; Inhaler; Dry-powder inhaler; Quality of life (healthcare); Physical therapy; Asthma; Internal medicine; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005050705,0.0001776484,0.0007505964,0.0006035339,0.0001721522,0.0001330296,0.001197197,0.0001026176,0.001345542],"category_scores_gemma":[0.001464843,0.0001230006,0.0002991172,0.004927482,0.000386625,0.0001413021,0.0004354041,0.0006081645,0.0000336925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003832908,"about_ca_system_score_gemma":0.0007932194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001063595,"about_ca_topic_score_gemma":0.0001832775,"domain_scores_codex":[0.9952645,0.001553722,0.0003909967,0.0006546344,0.001426253,0.0007098563],"domain_scores_gemma":[0.9957752,0.002320947,0.00006842834,0.0007651154,0.0007822135,0.0002880843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.08142268,0.008248134,0.6034698,0.003163493,0.007153332,0.001023936,0.01197495,0.0005030174,0.08435486,0.005605412,0.03064315,0.1624372],"study_design_scores_gemma":[0.01378877,0.001986666,0.9382516,0.0001688468,0.0002695064,0.000007211227,0.004204112,0.008538876,0.007736224,0.0004426435,0.02434898,0.0002565793],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9618998,0.001566658,0.0002828394,0.008052665,0.00004199077,0.01708709,0.0002746234,0.00001585811,0.01077853],"genre_scores_gemma":[0.996321,0.00009624098,0.000154233,0.0003688722,0.0001062135,0.002181737,0.0001755335,0.00003605686,0.0005601081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3347818,"threshold_uncertainty_score":0.9995674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2812093196088257,"score_gpt":0.4790277173707955,"score_spread":0.1978183977619698,"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."}}