{"id":"W4414021156","doi":"10.1111/pai.70192","title":"The hidden price of food allergy: Understanding the social and financial burdens on families","year":2025,"lang":"en","type":"review","venue":"Pediatric Allergy and Immunology","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Children's Hospital Research Institute of Manitoba","funders":"Canadian Institutes of Health Research","keywords":"Food allergy; Medicine; Quality of life (healthcare); Allergy; Environmental health; Anxiety; Psychiatry; Nursing; Immunology","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":[0.00118075,0.000913932,0.00147811,0.002458582,0.0004818164,0.001581758,0.0009984743,0.002128141,0.002319581],"category_scores_gemma":[0.002813186,0.0002452357,0.000864567,0.001959085,0.0008090382,0.00253444,0.000992668,0.002456357,0.0005285547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001269677,"about_ca_system_score_gemma":0.002556588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003684459,"about_ca_topic_score_gemma":0.004959945,"domain_scores_codex":[0.9995189,0.000178564,0.00005192214,0.00004812636,0.0001572844,0.0000452512],"domain_scores_gemma":[0.998611,0.0009285445,0.0001682584,0.00001995729,0.0002017755,0.00007054882],"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":[0.00005878584,0.00006814623,0.0004021024,0.03363492,0.0002443499,0.0002744366,0.0003394316,0.0002848118,0.0002554949,0.005540374,0.04093552,0.9179617],"study_design_scores_gemma":[0.0000312711,0.0001110749,0.003487049,0.05518074,0.0004007254,0.002811301,0.0008045239,0.0001850549,0.0001897621,0.006789032,0.929961,0.0000483318],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009072491,0.9983332,0.00004380021,0.0009500063,0.0001594063,0.000001697104,0.000005100821,0.000002376928,0.0004137608],"genre_scores_gemma":[0.0007632379,0.9986268,0.00006529148,0.0002881125,0.0001445495,0.000003439974,0.000007997614,4.864634e-7,0.0001000625],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003684459,"threshold_uncertainty_score":0.009212255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04633839520050104,"score_gpt":0.3191947012338722,"score_spread":0.2728563060333711,"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."}}