{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01265964,0.0030609,0.01901026,0.006607344,0.0005507187,0.002849257,0.002153846,0.002436121,0.00473736],"category_scores_gemma":[0.0276545,0.001466838,0.03798822,0.007537557,0.0007642949,0.001802507,0.001408641,0.001906338,0.0003603011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00294454,"about_ca_system_score_gemma":0.003415005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008125639,"about_ca_topic_score_gemma":0.01602393,"domain_scores_codex":[0.9906293,0.005043178,0.002278447,0.0008416324,0.0008734384,0.0003340913],"domain_scores_gemma":[0.9815789,0.01407293,0.002632794,0.0004687761,0.001031563,0.0002149745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001586995,0.00002167512,0.001924578,0.4534777,0.5316427,0.0001192983,0.00005089465,0.0005269233,0.0001575348,0.0001347914,0.0007455474,0.009611417],"study_design_scores_gemma":[0.0007235858,0.0001635865,0.002322417,0.03458519,0.9599363,0.00009582467,0.00003214849,0.0001672835,0.00008631581,0.0002212354,0.001646322,0.00001978918],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002140557,0.9964981,0.0003638139,0.0001642875,0.0001034253,0.0001805192,0.0003595344,0.00001910419,0.0001705444],"genre_scores_gemma":[0.1049656,0.8899147,0.001924413,0.0009041316,0.0002326298,0.001018975,0.0007105374,0.00002830586,0.0003007684],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01901026,"threshold_uncertainty_score":0.06695139,"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."}}