{"id":"W3149846070","doi":"10.22541/au.161285349.99148838/v1","title":"Vaccines and Allergic reactions: the past, the current COVID-19 pandemic, and future perspectives","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Drug-Induced Adverse Reactions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Pandemic; Medicine; Vaccination; Coronavirus disease 2019 (COVID-19); Adverse effect; Intensive care medicine; Allergic reaction; Public health; Immunology; Disease; Environmental health; Infectious disease (medical specialty); Allergy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001944712,0.0004464999,0.0008266975,0.001114829,0.0003263713,0.001653473,0.0003326274,0.001626023,0.004960068],"category_scores_gemma":[0.003087939,0.0001570469,0.0007434014,0.001152705,0.0006095225,0.002326981,0.0007023457,0.002028612,0.0009605935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006623912,"about_ca_system_score_gemma":0.001100726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001231854,"about_ca_topic_score_gemma":0.002211403,"domain_scores_codex":[0.9991612,0.0003081365,0.0001192916,0.00009085881,0.000253937,0.00006651082],"domain_scores_gemma":[0.9974762,0.001282948,0.0005039927,0.00005642079,0.0005178276,0.0001627025],"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":[0.0004335079,0.0001455965,0.006954792,0.01938448,0.000211394,0.001583701,0.0004989431,0.0004729994,0.002660512,0.01182578,0.05911128,0.896717],"study_design_scores_gemma":[0.00003537086,0.000441171,0.01357101,0.0133208,0.0003191035,0.008387594,0.0009548584,0.0003446286,0.0009447168,0.01384484,0.9477748,0.00006114877],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001054446,0.9903949,0.0002753926,0.005376899,0.000687538,0.000004768665,0.00003995181,0.00001219463,0.002154031],"genre_scores_gemma":[0.008656945,0.9842433,0.000623129,0.002553645,0.002236086,0.000008888889,0.00007981322,0.000007629014,0.001590653],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004960068,"threshold_uncertainty_score":0.01659304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05220905084885262,"score_gpt":0.3505719706819007,"score_spread":0.298362919833048,"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."}}