{"id":"W2974946068","doi":"10.1183/13993003.00588-2019","title":"Management of severe asthma: a European Respiratory Society/American Thoracic Society guideline","year":2019,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":614,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; SickKids Foundation; McMaster University; Impact","funders":"National Institute of Allergy and Infectious Diseases; National Institutes of Health; Japan Allergy Foundation; American Thoracic Society; Kyorin Pharmaceutical; European Respiratory Society; Sanofi; National Institute for Health and Care Research; Teva Pharmaceutical Industries; Ministry of Education, Culture, Sports, Science and Technology; AstraZeneca; GlaxoSmithKline","keywords":"Medicine; Exhaled nitric oxide; Asthma; Guideline; Task force; Asthma management; Intensive care medicine; Chronic cough; Grading (engineering); Psychological intervention; Eosinophil; Physical therapy; Immunology; Bronchoconstriction; 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":[0.009551659,0.001550499,0.002517536,0.003743985,0.0008693881,0.002521524,0.005177156,0.005546547,0.005921967],"category_scores_gemma":[0.009805353,0.0007815203,0.00482067,0.002755639,0.0008748114,0.001878776,0.001917932,0.006993996,0.005880625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00281459,"about_ca_system_score_gemma":0.01246181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01738817,"about_ca_topic_score_gemma":0.0263557,"domain_scores_codex":[0.9940638,0.001716003,0.001616764,0.0002848036,0.002034155,0.0002845565],"domain_scores_gemma":[0.993857,0.001575201,0.0007853126,0.0001649611,0.003186998,0.0004305826],"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":[0.0001365648,0.00026992,0.0009925223,0.02092732,0.0003947968,0.0006705915,0.0003575705,0.001182023,0.001066939,0.005003436,0.6017405,0.3672578],"study_design_scores_gemma":[0.0003264997,0.0001336609,0.003852369,0.06872325,0.0008482951,0.000860752,0.0001921418,0.0006134651,0.0003094028,0.003855835,0.9202245,0.00005956444],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.001796525,0.7609828,0.02038722,0.1359652,0.01183073,0.005491874,0.008116734,0.0007128378,0.05471606],"genre_scores_gemma":[0.01251203,0.7619053,0.1125857,0.05450957,0.004969629,0.006623602,0.02033667,0.0002280343,0.02632948],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01738817,"threshold_uncertainty_score":0.05051458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02444209080002784,"score_gpt":0.3096390933857154,"score_spread":0.2851970025856876,"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."}}