{"id":"W3033402428","doi":"10.1111/all.14407","title":"Considerations on biologicals for patients with allergic disease in times of the COVID‐19 pandemic: An EAACI statement","year":2020,"lang":"en","type":"article","venue":"Allergy","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; University of Toronto; Hospital for Sick Children","funders":"","keywords":"Medicine; Pandemic; Disease; Cytokine storm; Immunology; Outbreak; Asthma; Intensive care medicine; Coronavirus disease 2019 (COVID-19); Internal medicine; Infectious disease (medical specialty); Virology","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":[],"consensus_categories":[],"category_scores_codex":[0.00004535698,0.00009349343,0.000160638,0.00002236956,0.00006003238,0.000004869265,0.00005224452,0.0000291479,0.000363834],"category_scores_gemma":[0.0003126248,0.00004782674,0.00005296614,0.00006242958,0.00008791891,0.00002766554,0.0000214761,0.00004667998,0.000002626764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002389205,"about_ca_system_score_gemma":0.0002232589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009263636,"about_ca_topic_score_gemma":0.00003285371,"domain_scores_codex":[0.9992735,0.00007443075,0.0002052455,0.0001887945,0.0001408416,0.0001171942],"domain_scores_gemma":[0.9992797,0.000112591,0.00007622104,0.0001584167,0.00005737821,0.0003156478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003635226,0.00172251,0.9786566,0.0001110318,0.0001443019,0.00002515164,0.0006359925,0.003830243,0.0001839262,0.003118317,0.007010587,0.0009260707],"study_design_scores_gemma":[0.01086441,0.00571981,0.8093204,0.0001060533,0.00008352381,9.872001e-7,0.0003557604,0.000808717,0.0001263031,0.001652853,0.1706582,0.0003029174],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945636,0.0001117229,0.0000382805,0.004160336,0.00002088106,0.0007605141,0.0001615141,0.00002507311,0.0001581051],"genre_scores_gemma":[0.9894019,0.00001786907,0.00007474159,0.01025693,0.00002837833,0.00006915228,0.00009948678,0.000008567002,0.0000430123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1693362,"threshold_uncertainty_score":0.3983727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06016400332269831,"score_gpt":0.3150055577018198,"score_spread":0.2548415543791215,"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."}}