{"id":"W3029612125","doi":"10.1111/all.14425","title":"EAACI Biologicals Guidelines—Recommendations for severe asthma","year":2020,"lang":"en","type":"article","venue":"Allergy","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":273,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; SickKids Foundation; St. Joseph’s Healthcare Hamilton; Hospital for Sick Children; McMaster University; Impact","funders":"","keywords":"Medicine; Asthma; Intensive care medicine; Disease management; Health care; Regimen; Healthcare system; Alternative medicine; Health management system; Immunology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.006939812,0.0009029631,0.001347528,0.003384639,0.0009948299,0.002115658,0.004220214,0.006010107,0.01386476],"category_scores_gemma":[0.01830568,0.0005474063,0.003123755,0.002015578,0.0007137552,0.001679679,0.002120562,0.008315983,0.01132419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002663254,"about_ca_system_score_gemma":0.008544674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01400947,"about_ca_topic_score_gemma":0.01884038,"domain_scores_codex":[0.9912148,0.003024227,0.002328608,0.0002413463,0.002686443,0.0005045647],"domain_scores_gemma":[0.9885953,0.001957252,0.001557437,0.0002358727,0.006715468,0.0009387623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001031818,0.0002402619,0.001696725,0.002222947,0.00005634264,0.0003738438,0.0001540102,0.0006334842,0.000356233,0.005860406,0.8418545,0.1464481],"study_design_scores_gemma":[0.000147642,0.00008013182,0.002844718,0.009006379,0.00008912382,0.0006980818,0.0001697103,0.0002770337,0.000202012,0.004298654,0.9821591,0.00002745114],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.004290995,0.2847311,0.02132468,0.391373,0.03038788,0.005426185,0.01747327,0.002162371,0.2428306],"genre_scores_gemma":[0.04421225,0.2944629,0.1871575,0.247654,0.01607401,0.01385539,0.07959937,0.001096269,0.1158883],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01400947,"threshold_uncertainty_score":0.04638225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1105135175099325,"score_gpt":0.36099198844953,"score_spread":0.2504784709395974,"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."}}