{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005798522,0.0001099023,0.0003146691,0.0004139882,0.00007213833,0.00002427197,0.0001114846,0.00003031885,0.0006015134],"category_scores_gemma":[0.00004273917,0.00009478591,0.00009733961,0.0001780852,0.00006493772,0.0001421253,0.00005282077,0.000369965,0.000005667336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005104432,"about_ca_system_score_gemma":0.0002080305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002486054,"about_ca_topic_score_gemma":0.00003120504,"domain_scores_codex":[0.9984232,0.0002680069,0.0004443805,0.0001233293,0.0006323573,0.0001087555],"domain_scores_gemma":[0.998862,0.0003404465,0.0002796479,0.00006868348,0.0003672081,0.00008206048],"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":[0.3511081,0.007949397,0.3113432,0.000149741,0.005463176,0.008334167,0.01553643,0.01051876,0.1190084,0.009440562,0.03327378,0.1278743],"study_design_scores_gemma":[0.08610381,0.004962263,0.600668,0.0004447354,0.0001096929,0.001396705,0.002194292,0.0011253,0.02316324,0.0001555706,0.2791401,0.0005363288],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901183,0.0005240866,0.00004568555,0.0006598129,0.002050172,0.0002169824,0.00001842264,0.000008909798,0.006357621],"genre_scores_gemma":[0.9986262,0.0001004751,0.0000795805,0.0004416515,0.0003206859,0.000006731703,0.0000100509,0.00001087683,0.0004037633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2893247,"threshold_uncertainty_score":0.6586151,"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."}}