{"id":"W3083890861","doi":"10.5414/alx02166e","title":"Use of biologicals in allergic and type-2 inflammatory diseases during the current COVID-19 pandemic","year":2020,"lang":"en","type":"article","venue":"Allergologie select","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"Novartis Pharma; Genentech; Lilly Deutschland; European Academy of Allergy and Clinical Immunology; Karl-Franzens-Universität Graz; Allergopharma; Rheinische Friedrich-Wilhelms-Universität Bonn; Syddansk Universitet; Hospital for Sick Children; Karolinska Institutet; Medizinische Universität Wien; National and Kapodistrian University of Athens; University of Toronto; King's Health Partners; King's College London; AstraZeneca; Allergy Therapeutics; Regeneron Pharmaceuticals; Mylan; Teva Pharmaceutical Industries; Les Laboratories Pierre Fabre; Ankara Universitesi; Julius-Maximilians-Universität Würzburg; Universität zu Lübeck; Universidad Complutense de Madrid; Sanofi; Università degli Studi di Cagliari; Philipps-Universität Marburg; Helmholtz Zentrum München; Universität Wien; Universitätsmedizin der Johannes Gutenberg-Universität Mainz; Celgene; Eli Lilly and Company; Medizinische Universität Graz; Universität zu Köln; GlaxoSmithKline; Amgen","keywords":"Pandemic; Medicine; Coronavirus disease 2019 (COVID-19); Immune system; Social distance; Intensive care medicine; Atopy; Immunology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Distancing; Allergy; Virology; Disease; Outbreak; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0002422221,0.000232955,0.0004744518,0.00009811551,0.00006973407,0.00001788597,0.0002235239,0.0001193314,0.00005998377],"category_scores_gemma":[0.008123206,0.0001445759,0.00009447784,0.0003535145,0.0002866414,0.00009556536,0.0002349488,0.000393507,0.00001429201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001325896,"about_ca_system_score_gemma":0.0004374947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004110913,"about_ca_topic_score_gemma":0.00005187987,"domain_scores_codex":[0.9982955,0.00032221,0.0003864126,0.0004309827,0.0002063724,0.000358469],"domain_scores_gemma":[0.9970421,0.002065187,0.0001477741,0.00031159,0.00005720845,0.0003762077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001150996,0.00008424478,0.9850888,0.0006769709,0.0001058331,0.0001606384,0.000294509,0.0003781246,0.008680495,0.00005643298,0.001105243,0.002217739],"study_design_scores_gemma":[0.002023333,0.000701018,0.9828411,0.0001014401,0.0000747294,0.00004009319,0.00003530434,0.0004143623,0.0004154332,0.0002203242,0.01289691,0.0002359531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887278,0.005715911,0.00002477262,0.004413936,0.00007558143,0.0008273422,0.00001020739,0.0001839958,0.00002042562],"genre_scores_gemma":[0.991953,0.004630849,0.00006706437,0.003149698,0.0001030414,0.00003976037,0.00001920659,0.00001874594,0.00001867534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01179166,"threshold_uncertainty_score":0.9724823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07876247342619572,"score_gpt":0.3400519859094709,"score_spread":0.2612895124832751,"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."}}