{"id":"W4385873954","doi":"10.1080/24745332.2023.2237972","title":"Triple inhaled therapy for asthma in Canada","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Critical Care and Sleep Medicine","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec; St. Joseph’s Healthcare Hamilton; The Scarborough Hospital; Mount Sinai Hospital; University of Toronto; University Health Network","funders":"","keywords":"Inhaler; Medicine; Lama; Asthma; Intensive care medicine; Combination therapy; Referral; Internal medicine; Family medicine; COPD","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007624017,0.0001990153,0.0003970971,0.0009096954,0.00307816,0.001335733,0.0008014594,0.0008250527,0.01188986],"category_scores_gemma":[0.001862666,0.0001566893,0.0005540861,0.001902367,0.0005788129,0.0004064888,0.001030967,0.002017658,0.0007245496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02986938,"about_ca_system_score_gemma":0.1383438,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9716362,"about_ca_topic_score_gemma":0.9918491,"domain_scores_codex":[0.9987518,0.00007585141,0.00008725558,0.00009826842,0.000675359,0.0003115135],"domain_scores_gemma":[0.996736,0.0001456296,0.0002130114,0.00003071315,0.001237363,0.001637216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005324412,0.000606829,0.119151,0.00315606,0.0002315058,0.004334028,0.001257162,0.0005379446,0.002836744,0.01583715,0.3744382,0.4770809],"study_design_scores_gemma":[0.0004548075,0.000403359,0.3230008,0.006016183,0.0002540771,0.00363753,0.001760226,0.00119545,0.0005961178,0.002210327,0.6603356,0.0001355776],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1386795,0.2449826,0.003354616,0.2554918,0.01069701,0.002080331,0.01937035,0.0004466868,0.3248971],"genre_scores_gemma":[0.6530982,0.1742585,0.01184092,0.08760499,0.002762116,0.0006327918,0.007315405,0.0001581365,0.06232893],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02986938,"threshold_uncertainty_score":0.2167185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02829112371835754,"score_gpt":0.3034539882699251,"score_spread":0.2751628645515675,"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."}}