{"id":"W4417000680","doi":"10.64628/aam.vqkfjywaq","title":"Managing food allergies and dietary restrictions during the holidays","year":2025,"lang":"","type":"article","venue":"","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Allergy; Food safety; Food allergy; Food contaminant; MEDLINE","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":[0.0005556653,0.0003185221,0.000545121,0.0004197107,0.001425578,0.0008773208,0.0004163636,0.0006848002,0.002618507],"category_scores_gemma":[0.001741841,0.0001161378,0.0005442529,0.0002403883,0.0002485562,0.0004542228,0.0008178608,0.001365964,0.000630426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005828045,"about_ca_system_score_gemma":0.0008715711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005378024,"about_ca_topic_score_gemma":0.01382835,"domain_scores_codex":[0.9996114,0.00009138424,0.0000235954,0.00002307653,0.00008294469,0.0001675976],"domain_scores_gemma":[0.9991649,0.00009437429,0.0001512599,0.00002683359,0.00008790931,0.0004746544],"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":[0.002922901,0.003296185,0.2760483,0.001557784,0.0007448451,0.01049888,0.002199528,0.0006628417,0.008197373,0.0007300798,0.06055163,0.6325897],"study_design_scores_gemma":[0.0002275205,0.002821811,0.8561404,0.001011096,0.000338933,0.01510876,0.009737035,0.0007567331,0.00282965,0.001371311,0.109568,0.00008873885],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9031439,0.02942571,0.001622176,0.01553413,0.002339521,0.0001884957,0.0002844982,0.0001825305,0.04727906],"genre_scores_gemma":[0.9757361,0.009768006,0.00205855,0.002718826,0.001237324,0.00009361724,0.0002409621,0.00003604708,0.008110547],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.005378024,"threshold_uncertainty_score":0.01069349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0222697192535883,"score_gpt":0.2905087421586222,"score_spread":0.2682390229050339,"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."}}