{"id":"W3009157520","doi":"10.1016/j.chest.2019.10.051","title":"International Severe Asthma Registry","year":2019,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia Hospital","funders":"UCB Pharma; National Institute of Allergy and Infectious Diseases; Efficacy and Mechanism Evaluation Programme; Sanofi Genzyme; Genentech; Humanitas University; Amsterdam University Medical Centers; AstraZeneca; Allergy Therapeutics; Tartu Ülikool; Astellas Pharma; Mylan; Regeneron Pharmaceuticals; Shire; Respiratory Effectiveness Group; Chiesi Farmaceutici; Novartis Pharmaceuticals UK Limited; AKL Research and Development; CSL Behring; Danone; Teijin Pharma; Daiichi-Sankyo; United Therapeutics Corporation; Medical Research Council; Teva Pharmaceutical Industries; Handok; Sanofi; Amgen; Meiji Seika Pharma; Pfizer; GlaxoSmithKline","keywords":"Asthma; Medicine; Internal medicine","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":[0.001361209,0.0009113681,0.002142952,0.01214889,0.0004161431,0.001152968,0.000910737,0.0007267434,0.01777241],"category_scores_gemma":[0.00332195,0.0003371978,0.001716477,0.01158919,0.0002853386,0.001295803,0.001691149,0.00124445,0.005084244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009013488,"about_ca_system_score_gemma":0.005793684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006683525,"about_ca_topic_score_gemma":0.01043758,"domain_scores_codex":[0.9987168,0.0001607287,0.0005809111,0.0001184861,0.0003040552,0.0001190175],"domain_scores_gemma":[0.9977121,0.0004150711,0.001033836,0.00008018737,0.0005789482,0.0001798605],"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":[0.0002796195,0.00009686052,0.01084914,0.04625431,0.0006888418,0.0001450296,0.00008411874,0.000155394,0.0002154257,0.002394024,0.4477733,0.4910639],"study_design_scores_gemma":[0.0002284079,0.00008913278,0.0462343,0.06785931,0.00166267,0.0006783297,0.0002002184,0.00008440412,0.0001825714,0.0007621325,0.8819727,0.00004592365],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001877139,0.9255976,0.0004077996,0.002340058,0.002698222,0.0005250011,0.04386626,0.0001789741,0.02250891],"genre_scores_gemma":[0.01050998,0.9244615,0.00177797,0.002462251,0.00153795,0.0007940527,0.05132453,0.00002940254,0.007102436],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01777241,"threshold_uncertainty_score":0.05945462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05779679827171329,"score_gpt":0.3591999969799481,"score_spread":0.3014031987082348,"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."}}