{"id":"W3215198909","doi":"10.1016/j.iac.2021.09.008","title":"Recognition and Management of Food Allergy and Anaphylaxis in the School and Community Setting","year":2021,"lang":"en","type":"review","venue":"Immunology and Allergy Clinics of North America","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Food allergy; Medicine; Anaphylaxis; Allergy; Food service; Epinephrine; Environmental health; Intensive care medicine; Immunology; Marketing; Business; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007660655,0.0003324393,0.001559227,0.0003090142,0.0002069267,0.00001707,0.0002111605,0.0002874503,0.00002226423],"category_scores_gemma":[0.0002557428,0.0002551089,0.0001572919,0.0004717396,0.001075129,0.00006177257,0.0004849767,0.001579903,0.000001214735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001182055,"about_ca_system_score_gemma":0.0001127055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002281041,"about_ca_topic_score_gemma":0.0008176048,"domain_scores_codex":[0.9970593,0.001178656,0.0008865434,0.0003986176,0.000179928,0.0002969058],"domain_scores_gemma":[0.9976383,0.001185658,0.0004779448,0.0004881574,0.0001151092,0.00009485342],"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":[0.00009947547,0.0002922315,0.0001905153,0.005360621,0.00241946,0.00004205921,0.0002606076,1.977778e-7,4.135757e-7,0.00004491469,0.00003405459,0.9912555],"study_design_scores_gemma":[0.001666273,0.003988206,0.03018037,0.009740648,0.00009481863,0.0001980687,0.002657209,0.000007094671,8.153555e-7,0.0002072855,0.9508989,0.0003603039],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.09181834,0.9071998,0.000003389479,0.0002044294,0.00003610067,0.0004184483,0.00005689187,0.000007961831,0.0002546539],"genre_scores_gemma":[0.0105801,0.9885058,0.0003524504,0.0001185179,0.00002170565,0.00005147871,0.0003188851,0.00002335662,0.00002772537],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9908952,"threshold_uncertainty_score":0.9999901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06958927151092809,"score_gpt":0.3523968765159438,"score_spread":0.2828076050050157,"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."}}