{"id":"W2979632600","doi":"10.1183/13993003.01163-2019","title":"Characteristics and treatment regimens across ERS SHARP severe asthma registries","year":2019,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universität Ulm; Université de Montpellier; Centre Hospitalier Universitaire de Toulouse; Göteborgs Universitet; Novartis Pharma; Umeå Universitet; Università degli Studi di Pavia; Università degli Studi di Firenze; Odense Universitetshospital; Karolinska Institutet; Sanofi Genzyme; KU Leuven; Università Campus Bio-Medico di Roma; Queen's University; Aalborg Universitet; Humanitas University; École Polytechnique Fédérale de Lausanne; Institut National de la Santé et de la Recherche Médicale; Università di Catania; Imperial College London; Asthma and Lung UK; University of Southampton; European Respiratory Society; University of Leicester; King's College London; Amsterdam University Medical Centers; Università degli Studi di Cagliari; King's College Hospital NHS Foundation Trust; Royal College of Surgeons in Ireland; Barts Health NHS Trust; Università degli Studi di Milano; Fundación Pública Andaluza para la Gestión de la Investigación en Salud de Sevilla; University Hospital Southampton NHS Foundation Trust; University of Bern; University of Hull; Fondazione IRCCS Policlinico San Matteo; Sanofi; Universiteit van Amsterdam; Université du Luxembourg; Queen's University Belfast; UCB US; Centre Hospitalier Régional Universitaire de Montpellier; AstraZeneca; Aalborg Universitetshospital; Novartis Pharmaceuticals Corporation; National Institute for Health and Care Research; Teva Pharmaceutical Industries","keywords":"Medicine; Asthma; Intensive care medicine; Pediatrics; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006126055,0.000163279,0.0006579172,0.00151583,0.0003708968,0.0009296997,0.0005886118,0.0004371,0.001649018],"category_scores_gemma":[0.01189579,0.0002534718,0.0007350305,0.003397513,0.0003358142,0.0006130212,0.001240697,0.0003929742,0.0003314299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006506057,"about_ca_system_score_gemma":0.001103366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003700106,"about_ca_topic_score_gemma":0.004587655,"domain_scores_codex":[0.9878018,0.004728062,0.002998983,0.002040539,0.001572829,0.000857722],"domain_scores_gemma":[0.9869783,0.002538335,0.006960191,0.001406151,0.001289147,0.0008277468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003874317,0.00007774831,0.986591,0.0001077069,0.0002153651,0.0001372217,0.0003992741,0.0004344418,0.0003409988,0.0002525085,0.001779155,0.009277183],"study_design_scores_gemma":[0.0000423749,0.0001516261,0.9951958,0.00004953382,0.0000489409,0.0004271312,0.0004601731,0.0001543967,0.0001050781,0.00005322287,0.003299679,0.00001215713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856303,0.001649525,0.000782365,0.0003873118,0.00002488489,0.0001550862,0.008225413,0.00003433902,0.003110727],"genre_scores_gemma":[0.9830607,0.000909194,0.0006881753,0.0004002237,0.00003956653,0.0002149123,0.01402531,0.00002366321,0.0006382841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006126055,"threshold_uncertainty_score":0.0323981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02162453209197339,"score_gpt":0.2759337433741557,"score_spread":0.2543092112821823,"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."}}