{"id":"W4327684002","doi":"10.1111/all.15711","title":"Comparative effectiveness of <scp>anti‐IL5</scp> and <scp>anti‐IgE</scp> biologic classes in patients with severe asthma eligible for both","year":2023,"lang":"en","type":"article","venue":"Allergy","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of British Columbia","funders":"Daiichi Sankyo Europe; UCB Pharma; Sanofi Genzyme; Seqirus; Teijin Pharma; Universitetet i Bergen; Astellas Pharma; Canadian Institutes of Health Research; Kuwait Foundation for the Advancement of Sciences; Daiichi-Sankyo; Queen's University Belfast; Michael Smith Health Research BC; Queen's University; AstraZeneca; Allergy Therapeutics; Regeneron Pharmaceuticals; Mylan; Singapore General Hospital; British Columbia Lung Association; Chiesi Farmaceutici; Covis Pharma; Genentech; University of Dundee; Danone; Medical Research Council; Teva Pharmaceutical Industries; Handok; Eli Lilly and Company; Sanofi; Amgen; Shionogi; Meiji Seika Pharma; Pfizer; GlaxoSmithKline","keywords":"Asthma; Immunology; Medicine; Immunoglobulin E; Antibody","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":[0.0002398516,0.0003139118,0.000843513,0.0002838893,0.0001079401,0.00001899478,0.0001264791,0.0001668762,0.000005355017],"category_scores_gemma":[0.0002999996,0.0002182993,0.0001097464,0.0005760097,0.0002344652,0.0001202189,0.0000932715,0.0001438147,0.00001772274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003777535,"about_ca_system_score_gemma":0.0001712663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004267408,"about_ca_topic_score_gemma":0.00004415206,"domain_scores_codex":[0.9982172,0.000188828,0.000335565,0.0004999345,0.0002768418,0.0004816473],"domain_scores_gemma":[0.9977796,0.00137769,0.0001865203,0.0002603029,0.0002123276,0.0001835593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003476226,0.0009153856,0.9862809,0.0009197976,0.000494072,0.00005521911,0.0006591866,0.0006846296,0.003804199,0.0003561444,0.004656676,0.0008262313],"study_design_scores_gemma":[0.005191134,0.002193934,0.9702104,0.000450182,0.00004172657,0.000004884142,0.001017492,0.0001299766,0.004739893,0.0001143404,0.01583237,0.00007360467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967154,0.000675944,0.00005352391,0.00001429397,0.000106474,0.00109663,0.00009988544,0.00009142586,0.001146375],"genre_scores_gemma":[0.9989176,0.0001319612,0.0001068747,0.0001025551,0.0000566184,0.0001294873,0.0002517845,0.00003816637,0.0002649065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01607037,"threshold_uncertainty_score":0.8901989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01614823872412588,"score_gpt":0.2741331970931966,"score_spread":0.2579849583690707,"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."}}