{"id":"W2415106199","doi":"10.1111/all.12953","title":"Markers of tolerance development to food allergens","year":2016,"lang":"en","type":"review","venue":"Allergy","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Oesterreichische Nationalbank; Austrian Science Fund","keywords":"Medicine; Peanut allergy; Food allergy; Oral food challenge; Immunology; Oral immunotherapy; Allergy; Immune tolerance; Food allergens; Anaphylaxis; Immunoglobulin E; Egg allergy; Intensive care medicine; Immune system; Antibody","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":["insufficient_payload"],"category_scores_codex":[0.0002640151,0.0004625355,0.001817031,0.0004404131,0.00006502722,0.000009068101,0.0004248624,0.0003327312,0.001461351],"category_scores_gemma":[0.0001199638,0.0003142297,0.0005448121,0.0004862988,0.00007549323,0.00003228261,0.0002321097,0.0002998052,0.0008255391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001459226,"about_ca_system_score_gemma":0.001087365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007497627,"about_ca_topic_score_gemma":0.00007111985,"domain_scores_codex":[0.9972329,0.00009515882,0.0008584408,0.0005877221,0.0006372744,0.0005885403],"domain_scores_gemma":[0.9983691,0.0001322514,0.0002024372,0.0006757092,0.0001864273,0.0004341015],"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":[0.00009944993,0.0001117145,4.512401e-7,0.006035442,0.001670001,0.00003774483,0.00004367677,3.272089e-7,0.000005971902,0.0002232483,0.008558931,0.9832131],"study_design_scores_gemma":[0.0003800055,0.0007822162,0.00002781282,0.02159269,0.00001541216,0.00003992593,0.000007372082,2.628871e-7,0.00002922282,0.000005364752,0.9767896,0.0003301473],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003036938,0.9824688,0.00004158185,0.0001970619,0.000241246,0.0007093217,0.00003946214,0.00004169379,0.01623043],"genre_scores_gemma":[0.00007217148,0.9892318,0.001014412,0.0001188649,0.0002266297,0.0001841442,0.00009143283,0.00008993446,0.008970663],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9828829,"threshold_uncertainty_score":0.9999524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06252762365914137,"score_gpt":0.3426984585575991,"score_spread":0.2801708348984577,"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."}}