{"id":"W4395031656","doi":"10.1080/24745332.2024.2339195","title":"Early response to benralizumab in Canadian patients with severe eosinophilic asthma: Interim results from a prospective observational cohort","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Critical Care and Sleep Medicine","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Western University; Thunder Bay Regional Health Sciences Centre; St. Paul's Hospital; McMaster University; Impact; University of Calgary; AstraZeneca (Canada)","funders":"","keywords":"Benralizumab; Medicine; Interim; Asthma; Observational study; Eosinophilic; Interleukin 5; Cohort; Cohort study; Immunology; Internal medicine; Mepolizumab; Interleukin; Eosinophil; Pathology; Cytokine; Political science","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":[0.004103614,0.0007938467,0.0006938802,0.0009551584,0.00200586,0.001000484,0.00133239,0.0006726384,0.001461163],"category_scores_gemma":[0.00504154,0.0004938593,0.001859209,0.00194821,0.0007795094,0.0005791401,0.0008041924,0.001027855,0.0003339546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006515622,"about_ca_system_score_gemma":0.01119722,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6494421,"about_ca_topic_score_gemma":0.6472427,"domain_scores_codex":[0.9975328,0.0004394773,0.0001795937,0.0004355016,0.0008225227,0.0005900608],"domain_scores_gemma":[0.9951633,0.0003949786,0.001558217,0.0006492869,0.00155872,0.0006753847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001952781,0.0001689723,0.9938565,0.00003548184,0.0002745248,0.00006941015,0.0001667221,0.0001027417,0.0002498466,0.00002511549,0.0005261379,0.002571852],"study_design_scores_gemma":[0.0002761765,0.0004896037,0.9979497,0.00001403471,0.0002023958,0.00007937688,0.0001112737,0.0001913582,0.0001009873,0.00001566405,0.0005535531,0.0000159347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932603,0.0005120036,0.0002737961,0.0001437023,0.00002258398,0.0002353619,0.004825838,0.00001389648,0.0007124427],"genre_scores_gemma":[0.9901815,0.000294346,0.0006702876,0.0001809522,0.0000315967,0.0002221071,0.007882539,0.000008013224,0.0005286336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3505579,"threshold_uncertainty_score":0.7052447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01800315215017257,"score_gpt":0.2830496907826731,"score_spread":0.2650465386325006,"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."}}