{"id":"W1987014131","doi":"10.1159/000365631","title":"Rate, Triggers, Severity and Management of Anaphylaxis in Adults Treated in a Canadian Emergency Department","year":2014,"lang":"en","type":"article","venue":"International Archives of Allergy and Immunology","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal; McGill University Health Centre; University of Calgary; McGill University; Montreal Children's Hospital; Health Canada; University of Alberta","funders":"","keywords":"Anaphylaxis; Medicine; Epinephrine; Emergency department; Allergy; Emergency medicine; Food allergy; Internal medicine; Pediatrics; Immunology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003448179,0.0002462972,0.0002421836,0.0007480836,0.00106083,0.000672679,0.0007181581,0.0004110921,0.002172325],"category_scores_gemma":[0.002540772,0.0001598807,0.000342448,0.0014854,0.0003333662,0.0002193841,0.0004450481,0.0006627897,0.0001207012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01079372,"about_ca_system_score_gemma":0.01062984,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9229673,"about_ca_topic_score_gemma":0.9294632,"domain_scores_codex":[0.9991234,0.00005279228,0.00006213609,0.0001061249,0.0004025175,0.0002529529],"domain_scores_gemma":[0.9983941,0.00009203865,0.0005906303,0.00002676246,0.0004288888,0.0004675134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000240492,0.00001720285,0.997023,0.00001847944,0.00001794394,0.0001450001,0.00008647774,0.00004618432,0.00005889401,0.00002542598,0.0009904355,0.001546774],"study_design_scores_gemma":[0.000003576383,0.00001512093,0.998826,0.0000211986,0.00001079773,0.0002387858,0.0002970249,0.0001614268,0.00002072308,0.000009067854,0.0003924562,0.000003734445],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908317,0.001290063,0.0001295753,0.0008037435,0.00002604978,0.00006097272,0.002887648,0.00001841203,0.003951655],"genre_scores_gemma":[0.9980761,0.0004588647,0.0001352105,0.0001460729,0.0000139148,0.00000824475,0.0009863577,0.000002338228,0.0001729156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07703269,"threshold_uncertainty_score":0.1549726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006806624848008608,"score_gpt":0.2514069312553307,"score_spread":0.2446003064073221,"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."}}