{"id":"W3189814856","doi":"10.1186/1710-1492-7-s1-s7","title":"Food allergy","year":2011,"lang":"en","type":"article","venue":"Allergy Asthma and Clinical Immunology","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University; McMaster University","funders":"","keywords":"Medicine; Food allergy; Anaphylaxis; Allergy; Elimination diet; Oral food challenge; Dermatology; Peanut allergy; Adverse effect; Immunoglobulin E; Immunology; Atopic dermatitis; Intensive care medicine; Internal medicine; Antibody","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003399554,0.0002116423,0.0005002674,0.0001228044,0.0001305241,0.00001070658,0.0002074971,0.0004552376,0.002433987],"category_scores_gemma":[0.0002364348,0.0001748123,0.0002403019,0.0001660946,0.0007506018,0.00007937988,0.0002343205,0.0007114003,0.0003101051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001198763,"about_ca_system_score_gemma":0.0001030094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001036052,"about_ca_topic_score_gemma":0.0004042318,"domain_scores_codex":[0.9980363,0.0001863473,0.0005806291,0.0005101414,0.000167124,0.0005194785],"domain_scores_gemma":[0.9988629,0.0001798907,0.0000893137,0.0004682287,0.000126722,0.0002729281],"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":[0.0145961,0.006792768,0.01071591,0.00007077315,0.01940131,0.001100856,0.001262191,5.200027e-7,0.002586684,0.2025988,0.007669166,0.733205],"study_design_scores_gemma":[0.003124446,0.01380062,0.4438674,0.00003671501,0.000003884763,0.0002388781,0.0002929874,0.00003305358,0.0003510317,0.002030102,0.5359756,0.0002452383],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9262318,0.005459866,0.000109269,0.001796597,0.0005293221,0.0001809602,0.000003013135,0.0001271575,0.06556204],"genre_scores_gemma":[0.9871123,0.007858625,0.0007230011,0.001087439,0.0002008641,0.00001770795,0.00001777129,0.00003126774,0.002951036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7329597,"threshold_uncertainty_score":0.9984779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06291708942666141,"score_gpt":0.3357855937888187,"score_spread":0.2728685043621573,"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."}}