{"id":"W4307569193","doi":"10.1016/j.jacig.2022.08.007","title":"Reduced COVID-19 vaccine response in patient treated with dupilumab for IgG4-related disease","year":2022,"lang":"en","type":"article","venue":"Journal of Allergy and Clinical Immunology Global","topic":"IgG4-Related and Inflammatory Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Dupilumab; Coronavirus disease 2019 (COVID-19); Immunology; Immune system; Medicine; Vaccination; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Coronavirus; Disease; Monoclonal antibody; Antibody response; Antibody; Virology; Infectious disease (medical specialty); 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":[],"consensus_categories":[],"category_scores_codex":[0.0008252613,0.0001960175,0.0006425431,0.0001478681,0.0002028599,0.00001006767,0.0001470454,0.0001721476,0.0003250835],"category_scores_gemma":[0.001676983,0.0001480546,0.000276042,0.0002936538,0.0001858062,0.00009284017,0.00009298138,0.0006228494,0.000002620007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003399019,"about_ca_system_score_gemma":0.001274129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001720859,"about_ca_topic_score_gemma":0.000009213074,"domain_scores_codex":[0.997191,0.0007063121,0.001295101,0.0002766348,0.000228193,0.0003028245],"domain_scores_gemma":[0.9979804,0.0004876968,0.0006025661,0.0002278958,0.0001781995,0.0005232832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.8487771,0.004647106,0.1183105,0.00003846186,0.005420078,0.00891328,0.0002380157,0.001004805,0.0004630984,0.001178445,0.005806117,0.005203011],"study_design_scores_gemma":[0.04068972,0.02497563,0.8985295,0.0001432494,0.0006968134,0.002316297,0.0009633594,0.00025011,0.00001791807,0.0009255701,0.03020688,0.000284994],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879564,0.003929536,0.00001017513,0.007276528,0.0003185309,0.000354459,0.00005707106,0.0000257135,0.00007159384],"genre_scores_gemma":[0.9972363,0.0006865951,0.00007107665,0.001745703,0.0000475344,0.00002227916,0.00003520862,0.00001570069,0.0001396057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8080873,"threshold_uncertainty_score":0.6037493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01695588523961874,"score_gpt":0.32533942900122,"score_spread":0.3083835437616013,"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."}}