{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001639721,0.0003006324,0.001077145,0.0001867475,0.00007280101,0.00008739653,0.0003220956,0.000307233,0.001815788],"category_scores_gemma":[0.00014494,0.0001998854,0.0009346156,0.0001023458,0.00005790776,0.00008187453,0.00006949863,0.001085965,0.0009243784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002312508,"about_ca_system_score_gemma":0.00132631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":2.766595e-7,"about_ca_topic_score_gemma":6.274701e-8,"domain_scores_codex":[0.9985223,0.00006009719,0.0005251771,0.0002373501,0.0004295995,0.0002255038],"domain_scores_gemma":[0.9986231,0.00004756355,0.0005215862,0.0003255447,0.0001365272,0.0003456923],"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":[0.00001437079,0.00006959053,0.00006785023,0.01071481,0.0002383213,0.0007648321,0.000008083031,1.902227e-7,2.39202e-7,0.00001014008,0.02681942,0.9612921],"study_design_scores_gemma":[0.0003954182,0.00007470257,0.0001024965,0.01744305,0.0005713914,0.01533752,0.00002325714,7.671019e-7,1.75747e-7,0.000004751596,0.9658493,0.0001971774],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000006958229,0.9749067,0.00003083027,0.0001263953,0.001670303,0.0002017923,0.00003282746,0.00002399339,0.02300019],"genre_scores_gemma":[0.000005171843,0.9810071,0.0002470856,0.0001724868,0.004288638,0.000006063517,0.00008351556,0.00005646904,0.01413344],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.961095,"threshold_uncertainty_score":0.9998535,"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."}}