{"id":"W3003762148","doi":"10.1016/j.chest.2019.11.007","title":"Comparative Effects of LAMA-LABA-ICS vs LAMA-LABA for COPD","year":2019,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":false,"ca_institutions":"Jewish General Hospital; McGill University","funders":"Canadian Institutes of Health Research; Canada Foundation for Innovation; Boehringer Ingelheim","keywords":"Lama; Medicine; COPD; Exacerbation; Internal medicine; Corticosteroid; Hazard ratio; Confidence interval","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":[0.0004076771,0.000256506,0.0007909323,0.0001988852,0.0001276102,0.0000431174,0.0002445809,0.0001355278,0.00053606],"category_scores_gemma":[0.0002385914,0.0002150337,0.0003033375,0.0002581201,0.0002241186,0.0001904959,0.00009325181,0.0006621705,0.0001854624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000427347,"about_ca_system_score_gemma":0.0007575396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007968708,"about_ca_topic_score_gemma":0.000003198796,"domain_scores_codex":[0.9978846,0.0001140944,0.0004530189,0.0003122435,0.0006741093,0.0005618954],"domain_scores_gemma":[0.9976886,0.0005941436,0.0002721703,0.0003357358,0.0006275513,0.0004818145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01418433,0.005428038,0.5125672,0.03479991,0.003943762,0.001867301,0.007236988,0.0001655586,0.3082915,0.003606403,0.08088315,0.02702593],"study_design_scores_gemma":[0.01896899,0.002424786,0.8434529,0.001721766,0.0005200482,0.0009068481,0.001460112,0.003195892,0.08858105,0.001089754,0.03711117,0.0005667185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904269,0.002542763,0.0004686669,0.0007598223,0.000660134,0.001388176,0.0000489461,0.00002698455,0.003677611],"genre_scores_gemma":[0.9940872,0.0001389635,0.001368099,0.0001433123,0.0006974008,0.00003099436,0.00003508721,0.00004821346,0.003450712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3308857,"threshold_uncertainty_score":0.8768819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02487387336091068,"score_gpt":0.3280533390625986,"score_spread":0.3031794657016879,"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."}}