{"id":"W4293524897","doi":"10.2147/copd.s378486","title":"Single-Inhaler Triple versus Dual Bronchodilator Therapy in COPD: Real-World Comparative Effectiveness and Safety","year":2022,"lang":"en","type":"article","venue":"International Journal of COPD","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"McGill University","keywords":"Medicine; COPD; Inhaler; Exacerbation; Rate ratio; Bronchodilator; Internal medicine; Hazard ratio; Metered-dose inhaler; Cohort; Confidence interval; Asthma","routes":{"ca_aff":true,"ca_fund":true,"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":[0.03073466,0.0008892819,0.002613516,0.0008804045,0.0003259208,0.001685274,0.0008992935,0.00236307,0.003812943],"category_scores_gemma":[0.04398977,0.0004342845,0.004981615,0.001107141,0.001534984,0.001518379,0.0008993342,0.001676378,0.0003017146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00127228,"about_ca_system_score_gemma":0.001325295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005272761,"about_ca_topic_score_gemma":0.0004485234,"domain_scores_codex":[0.9618382,0.03126721,0.002454556,0.001870429,0.002177554,0.0003920951],"domain_scores_gemma":[0.9439577,0.03427707,0.01636899,0.003029132,0.001289008,0.001078058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.8440098,0.004405532,0.02417061,0.009250239,0.03186807,0.00008850376,0.0002190828,0.00294233,0.0008300543,0.001333876,0.0009281995,0.0799537],"study_design_scores_gemma":[0.639058,0.2310641,0.06494712,0.002654302,0.04031028,0.0004289039,0.0002484405,0.01030086,0.001966458,0.004904196,0.003932776,0.0001845303],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.913345,0.0669239,0.006551391,0.001618356,0.000947295,0.005356363,0.001953017,0.0000806493,0.003224076],"genre_scores_gemma":[0.9865159,0.00492712,0.00428888,0.0005212286,0.0004467017,0.002433859,0.0005493942,0.00001104597,0.0003060465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03073466,"threshold_uncertainty_score":0.1625423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04677690200096521,"score_gpt":0.3440329140701395,"score_spread":0.2972560120691743,"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."}}