{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003421009,0.0005838076,0.0008226616,0.0001881254,0.0003605522,0.0001038388,0.0006655478,0.00007487616,0.0008338506],"category_scores_gemma":[0.00004636276,0.0004821454,0.001422401,0.000676952,0.0004735541,0.0002767292,0.0004249278,0.001066441,0.00108657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001987474,"about_ca_system_score_gemma":0.0003464335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001221754,"about_ca_topic_score_gemma":3.317666e-7,"domain_scores_codex":[0.9942177,0.00129624,0.001705598,0.0007617834,0.001240099,0.0007785575],"domain_scores_gemma":[0.9962496,0.00005229366,0.001188223,0.001135872,0.0005752458,0.0007987722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001204009,0.001284588,0.06298093,0.001259928,0.002018374,0.005848441,0.001403765,0.0005675932,0.0254497,0.0001463287,0.2944072,0.6034292],"study_design_scores_gemma":[0.00313398,0.001553635,0.1520681,0.0007729093,0.0002416622,0.0003142986,0.003290283,0.00003536705,0.0004007129,0.000006518453,0.8376317,0.0005508445],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8960524,0.0053551,0.0008570195,0.0003517241,0.0005388372,0.0007056684,0.00003823483,0.0002251087,0.09587597],"genre_scores_gemma":[0.9541084,0.0004478075,0.01355328,0.02383836,0.002613,0.000006747636,0.00002037118,0.0005310771,0.004880948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6028783,"threshold_uncertainty_score":0.999763,"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."}}