{"id":"W3047728335","doi":"10.1111/all.14534","title":"Dupilumab, severe asthma airway responses, and SARS‐CoV‐2 serology","year":2020,"lang":"en","type":"letter","venue":"Allergy","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Medicine; Serology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Asthma; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Airway; Immunology; Dupilumab; Betacoronavirus; Virology; Antibody; Pathology; Infectious disease (medical specialty); Disease; Anesthesia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007451681,0.0004821985,0.0008064688,0.0001786751,0.0001175096,0.00002885692,0.0001893649,0.0007473212,0.0005451114],"category_scores_gemma":[0.000168551,0.0004112061,0.0002277047,0.0001348226,0.0002469628,0.00005157085,0.0001786031,0.001411942,0.0003139018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004915198,"about_ca_system_score_gemma":0.0004073917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004444669,"about_ca_topic_score_gemma":0.00003347826,"domain_scores_codex":[0.9976367,0.0003238015,0.0003739105,0.0007655401,0.0003846159,0.0005153851],"domain_scores_gemma":[0.9988005,0.0002057903,0.0001560546,0.0005390908,0.0000866636,0.0002118671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005316231,0.00003273757,0.0002489144,0.0002183044,0.000297674,0.01009701,0.00007188498,3.335766e-7,0.0003764268,0.00001271704,0.9835435,0.004568854],"study_design_scores_gemma":[0.001283298,0.0006365232,0.00396711,0.000121352,0.00009108798,0.0005690478,0.00001856285,0.00001334676,0.0001090576,0.0000537975,0.9927438,0.0003929994],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02639835,0.005218138,0.00001731551,0.9620871,0.0005205636,0.0004548002,0.0001711322,0.0002477926,0.004884842],"genre_scores_gemma":[0.00863992,0.0004877454,0.0001047693,0.9739301,0.004756838,0.00004009219,0.000541824,0.0001347526,0.01136398],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01775843,"threshold_uncertainty_score":0.999834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02004260483836865,"score_gpt":0.2629821077269718,"score_spread":0.2429395028886032,"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."}}