{"id":"W4321238815","doi":"10.22541/au.167660670.04711345/v1","title":"An update on recent developments and highlights in food allergy","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Aimmune Therapeutics; Danone","keywords":"Food allergy; Desensitization (medicine); Allergy; Medicine; Peanut allergy; Intensive care medicine; Immunotherapy; Immunology; Allergen; Immune tolerance; Immune system; Biotechnology; Biology; 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":[0.0016715,0.001289834,0.001923622,0.004284484,0.000466337,0.002813448,0.001374937,0.002876363,0.01590883],"category_scores_gemma":[0.003226918,0.000438938,0.001283853,0.00363219,0.0006377231,0.004061707,0.001365672,0.003920806,0.01020941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001185532,"about_ca_system_score_gemma":0.001248678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009288264,"about_ca_topic_score_gemma":0.001905065,"domain_scores_codex":[0.9992969,0.0001394358,0.0001446149,0.0001215714,0.0002215181,0.00007584492],"domain_scores_gemma":[0.9973004,0.001378186,0.0002640618,0.00008976339,0.0006234019,0.0003441887],"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":[0.0002263561,0.0001205736,0.000555984,0.01192786,0.000134571,0.0005499381,0.00008689375,0.0002683048,0.001181156,0.002964988,0.2540813,0.7279021],"study_design_scores_gemma":[0.0000156338,0.00008325898,0.0006374748,0.002614646,0.00009453897,0.001347507,0.00005886837,0.00005845344,0.0001816922,0.001418691,0.9934708,0.00001849029],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002305507,0.9861243,0.0003657786,0.003445281,0.007138117,0.00001114496,0.0001060796,0.00005416536,0.002524606],"genre_scores_gemma":[0.001141789,0.9745049,0.001076402,0.004184653,0.01503435,0.00002978751,0.0003878403,0.0000261551,0.00361418],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01590883,"threshold_uncertainty_score":0.05322039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0680674201612943,"score_gpt":0.3394288700502225,"score_spread":0.2713614498889282,"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."}}