{"id":"W4408107964","doi":"10.1016/j.jaip.2025.02.016","title":"Social Determinants and Quality of Life in Food Allergy Management and Treatment","year":2025,"lang":"en","type":"review","venue":"The Journal of Allergy and Clinical Immunology In Practice","topic":"Food Waste Reduction and Sustainability","field":"Agricultural and Biological Sciences","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's Hospital Research Institute of Manitoba","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research; Children's Hospital Research Institute of Manitoba; Feinberg School of Medicine; National Institutes of Health; UnitedHealth Group; Canadian Allergy, Asthma and Immunology Foundation; Australasian Society of Clinical Immunology and Allergy; Genentech; National Institute of Allergy and Infectious Diseases; University of Manitoba; Health Sciences Centre Foundation; Food Allergy Research and Education","keywords":"Medicine; Food allergy; Allergy; Quality of life (healthcare); Food hypersensitivity; Quality management; Environmental health; Intensive care medicine; Immunology; Marketing; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001291099,0.0007351969,0.001828662,0.001577913,0.000257778,0.001287884,0.0006512027,0.001386245,0.002768582],"category_scores_gemma":[0.002899028,0.0002306817,0.001143895,0.00226461,0.0006139688,0.0007845258,0.0008151146,0.001810556,0.0003009837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001230088,"about_ca_system_score_gemma":0.002073315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006123402,"about_ca_topic_score_gemma":0.01038605,"domain_scores_codex":[0.9995215,0.0001821937,0.00006242949,0.00006150295,0.0001275448,0.00004484726],"domain_scores_gemma":[0.9984805,0.001058573,0.0002164399,0.00001541423,0.0001622246,0.00006695059],"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":[0.0001802893,0.0001975583,0.003443189,0.03450819,0.000997398,0.00009689615,0.0001284267,0.0003572968,0.0000997319,0.003711288,0.01492135,0.9413584],"study_design_scores_gemma":[0.000277954,0.0008431495,0.08428879,0.1919156,0.006188194,0.001868994,0.001371342,0.00108449,0.0002964227,0.01472301,0.6969299,0.0002122855],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001550506,0.9993141,0.00001643329,0.0002829061,0.00008306398,0.000001686528,0.000008809401,6.233248e-7,0.0001373721],"genre_scores_gemma":[0.002555552,0.9968994,0.00006417145,0.000180858,0.0002121283,0.000006271288,0.00001672988,3.486989e-7,0.00006456057],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006123402,"threshold_uncertainty_score":0.0121755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1219223815992922,"score_gpt":0.4233679924684395,"score_spread":0.3014456108691472,"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."}}