{"id":"W4205577581","doi":"10.1111/all.15211","title":"Allergen immunotherapy and/or biologicals for IgE‐mediated food allergy: A systematic review and meta‐analysis","year":2022,"lang":"en","type":"review","venue":"Allergy","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":137,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Immunoglobulin E; Allergy; Food allergy; Allergen; Immunology; Immunotherapy; Meta-analysis; Oral immunotherapy; Immune system; Antibody; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00155658,0.001011321,0.01219577,0.0007570399,0.0003202383,0.00006480909,0.0005695981,0.0005081019,0.006506346],"category_scores_gemma":[0.0008279898,0.0005742247,0.00366496,0.001677225,0.0001802285,0.00006722714,0.0003508682,0.0006633723,0.0000195025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008658056,"about_ca_system_score_gemma":0.0003371818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000398142,"about_ca_topic_score_gemma":0.0001774395,"domain_scores_codex":[0.9945595,0.001064196,0.001762265,0.0012485,0.0006019814,0.0007635428],"domain_scores_gemma":[0.995484,0.002058828,0.000754781,0.001131431,0.0001576343,0.000413349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007464205,0.0001627403,2.612789e-8,0.4917249,0.5004935,0.00003591153,0.00002739021,2.213125e-7,3.113503e-7,0.0002503365,0.0009892179,0.006240742],"study_design_scores_gemma":[0.0005470714,0.001804317,5.492735e-7,0.01056449,0.1210255,0.0001115262,0.0000298377,0.000009277657,1.076403e-7,0.0000270665,0.865336,0.0005442078],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[5.614222e-7,0.9921854,0.0000281339,0.0008267169,0.0000447793,0.006095274,0.0004450333,0.0001097834,0.0002643858],"genre_scores_gemma":[0.00000417101,0.983942,0.0002516813,0.001759363,0.00006043011,0.008130759,0.001709473,0.0001338192,0.004008331],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8643468,"threshold_uncertainty_score":0.9996709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1616861255590943,"score_gpt":0.3941490754502957,"score_spread":0.2324629498912014,"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."}}