{"id":"W4407405929","doi":"10.1016/j.jacig.2025.100438","title":"The impact of the COVID-19 pandemic on multicultural families with food 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":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Humber River Regional Hospital","funders":"National Institute of Allergy and Infectious Diseases; National Institutes of Health; Novartis Pharmaceuticals Corporation; Food Allergy Research and Education","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Multiculturalism; 2019-20 coronavirus outbreak; Food allergy; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Allergy; Medicine; Virology; Immunology; Psychology; Infectious disease (medical specialty); Disease; Pedagogy; Outbreak","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":[0.001141071,0.0002002445,0.0001558411,0.0004018115,0.001711431,0.000743112,0.0002920072,0.000259715,0.002186236],"category_scores_gemma":[0.00394736,0.0001016712,0.0002431179,0.0003519384,0.000576306,0.0007314922,0.001288953,0.0005709232,0.0001131122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008868234,"about_ca_system_score_gemma":0.0009534123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01268187,"about_ca_topic_score_gemma":0.02263276,"domain_scores_codex":[0.9992484,0.0003958824,0.0000275838,0.00004049502,0.0001047777,0.0001826771],"domain_scores_gemma":[0.9978964,0.0004918888,0.0006879025,0.00005635808,0.000242396,0.0006248946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006922016,0.0001310477,0.9625992,0.00006141925,0.00003854692,0.001113126,0.01584993,0.00005432909,0.0002193339,0.00009065525,0.001572874,0.0182003],"study_design_scores_gemma":[0.000003713974,0.0001657892,0.9448547,0.00007559462,0.00001592541,0.0009745513,0.05254123,0.00005679514,0.00008074303,0.00007603712,0.001146196,0.000008853163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980836,0.0001914257,0.00001551003,0.0005530168,0.0000124136,0.000006341527,0.00005254657,9.336481e-7,0.001084241],"genre_scores_gemma":[0.9995371,0.0001836828,0.00002661123,0.0001488483,0.00001005065,0.000006807145,0.00002105659,4.82364e-7,0.0000654038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01268187,"threshold_uncertainty_score":0.0252161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04447981162427456,"score_gpt":0.4045698269779122,"score_spread":0.3600900153536377,"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."}}