{"id":"W4411545392","doi":"10.1016/j.jacig.2025.100522","title":"Fear, facts, and the future: An update on coronavirus disease 2019 vaccine–induced anaphylaxis and vaccine hesitancy among those living with allergy","year":2025,"lang":"en","type":"article","venue":"Journal of Allergy and Clinical Immunology Global","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"George & Fay Yee Centre for Healthcare Innovation; McGill University Health Centre; University of Manitoba; Montreal Children's Hospital; McGill University; Centre Hospitalier de l’Université de Montréal; Winnipeg Regional Health Authority; Children's Hospital Research Institute of Manitoba","funders":"Canadian Institutes of Health Research","keywords":"Anaphylaxis; Medicine; Disease; Allergy; Coronavirus; Immunology; Coronavirus disease 2019 (COVID-19); Pediatrics; Virology; Infectious disease (medical specialty); 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":[0.0009708439,0.0003254678,0.0008533042,0.0001403642,0.0003250302,0.00007877193,0.0002780477,0.000317056,0.00007775537],"category_scores_gemma":[0.0003970712,0.0001861973,0.000187917,0.0002902811,0.0004554915,0.0002630412,0.0002130377,0.001154093,0.000003031855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004328645,"about_ca_system_score_gemma":0.0002693422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009532191,"about_ca_topic_score_gemma":0.001792212,"domain_scores_codex":[0.9974032,0.0005919891,0.0008343321,0.0004471544,0.0003039948,0.0004193219],"domain_scores_gemma":[0.9979103,0.0005891795,0.0003625091,0.0004110761,0.0002745281,0.0004523576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1237998,0.003516315,0.4200605,0.0001120119,0.02144524,0.001586539,0.0002855333,0.00002019483,0.0001559514,0.03525577,0.003680394,0.3900817],"study_design_scores_gemma":[0.01013545,0.005162249,0.9731485,0.0004086639,0.00007357416,0.0001834002,0.0005125371,0.00008065643,0.000007003619,0.0008577742,0.009247759,0.0001824976],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9525362,0.03539615,0.00002377524,0.0110781,0.0004106357,0.0002046895,0.00000742259,0.00001817582,0.0003248907],"genre_scores_gemma":[0.944446,0.05358929,0.00008708886,0.00135584,0.0002974033,0.000002727061,0.000006060168,0.00001482101,0.0002007498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5530879,"threshold_uncertainty_score":0.7592905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01929715429599467,"score_gpt":0.3463021288002631,"score_spread":0.3270049745042685,"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."}}