{"id":"W2988731929","doi":"10.1016/j.jaip.2019.10.009","title":"When and how pediatric anaphylaxis cases reach the emergency department: Findings from the Cross-Canada Anaphylaxis Registry","year":2019,"lang":"en","type":"article","venue":"The Journal of Allergy and Clinical Immunology In Practice","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; SickKids Foundation; University of Toronto; McMaster University; London Health Sciences Centre; Centre Hospitalier Universitaire Sainte-Justine; Montreal Children's Hospital; Hôpital du Sacré-Cœur de Montréal; University of Calgary; AllerGen; McGill University Health Centre","funders":"Networks of Centres of Excellence of Canada; Health Canada; AllerGen","keywords":"Anaphylaxis; Medicine; Emergency department; Emergency medicine; Medical emergency; Confidence interval; Allergy; Immunology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001207771,0.0002385006,0.0003160962,0.001972851,0.001831543,0.002432176,0.001385704,0.0007741484,0.003235596],"category_scores_gemma":[0.0132214,0.000400035,0.0005481353,0.0048908,0.0007082708,0.001421077,0.001928212,0.001259051,0.0004071471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01965374,"about_ca_system_score_gemma":0.0385143,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9677012,"about_ca_topic_score_gemma":0.9818309,"domain_scores_codex":[0.9963009,0.0003535219,0.0003575155,0.0004993742,0.001323043,0.001165601],"domain_scores_gemma":[0.9882793,0.001335828,0.00340708,0.0002903041,0.004458395,0.002229063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002370506,0.00001712222,0.9909768,0.00003600289,0.00002656515,0.0001225674,0.001152072,0.00009470152,0.00004343404,0.0001476268,0.004490589,0.002868768],"study_design_scores_gemma":[0.000004489353,0.000008911489,0.9910064,0.0001435019,0.00002708289,0.0002672927,0.005292971,0.0002419643,0.00007117028,0.00003952302,0.002882445,0.00001415354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9635975,0.002286966,0.0002252297,0.006161941,0.00005612697,0.000111023,0.01352169,0.00004083495,0.01399866],"genre_scores_gemma":[0.9930326,0.001771553,0.0003162979,0.0008395933,0.00001987713,0.0000299068,0.003120217,0.00002308375,0.0008468346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0322988,"threshold_uncertainty_score":0.1425986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02678855052171734,"score_gpt":0.3427603253447492,"score_spread":0.3159717748230318,"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."}}