{"id":"W2808731012","doi":"10.2147/jaa.s162456","title":"Food allergy and anaphylaxis","year":2018,"lang":"en","type":"review","venue":"Journal of Asthma and Allergy","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Health Sciences Centre","funders":"Aimmune Therapeutics","keywords":"Anaphylaxis; Medicine; Desensitization (medicine); Food allergy; Allergy; Allergen; Immunology; Intensive care medicine; Dermatology; 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":[0.0005382792,0.001138006,0.001242457,0.001993228,0.0005267296,0.001710278,0.0006938312,0.001723159,0.007707159],"category_scores_gemma":[0.001503251,0.0002130703,0.0007450003,0.002091444,0.0008195672,0.001380455,0.001099887,0.002156669,0.003269994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007088296,"about_ca_system_score_gemma":0.001592313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001270062,"about_ca_topic_score_gemma":0.00109006,"domain_scores_codex":[0.9991896,0.0001924209,0.0001118957,0.000107113,0.000324275,0.00007486495],"domain_scores_gemma":[0.9993383,0.0002934169,0.0001325522,0.00002190436,0.0001660949,0.000047663],"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":[0.00009404102,0.000111368,0.001094489,0.03231012,0.0001855873,0.001460565,0.0003036721,0.0002788906,0.001970851,0.008289595,0.1217806,0.8321204],"study_design_scores_gemma":[0.00001326499,0.00007879943,0.001545853,0.005581486,0.00008189985,0.006810057,0.0001385118,0.00004275186,0.0002624309,0.003069965,0.9823589,0.00001604969],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002002666,0.9949026,0.0001350509,0.0006698165,0.0007914109,0.000009426057,0.00002718651,0.00001595605,0.003248326],"genre_scores_gemma":[0.002471115,0.9943211,0.000187461,0.0007481441,0.0007594816,0.000009025011,0.00005833738,0.000002949539,0.001442339],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007707159,"threshold_uncertainty_score":0.025783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04027415497565903,"score_gpt":0.3305304549885316,"score_spread":0.2902563000128726,"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."}}