{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001069073,0.00008540351,0.0001946871,0.0005261797,0.0000171599,0.000001637175,0.00009437545,0.00004468321,0.00009593392],"category_scores_gemma":[0.00002884939,0.00007952035,0.000033095,0.0001179734,0.0001517704,0.00003404502,0.00006246263,0.0001068271,8.119585e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002112596,"about_ca_system_score_gemma":0.00002887565,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06236704,"about_ca_topic_score_gemma":0.2680358,"domain_scores_codex":[0.9992157,0.00007302292,0.0002723226,0.0001786737,0.00007454168,0.0001857797],"domain_scores_gemma":[0.999719,0.00004652348,0.00004892899,0.0000928589,0.00002647031,0.00006618566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01260312,0.001589707,0.4368189,0.0006863614,0.003854938,0.000277987,0.002455475,0.0000646277,0.00664161,0.05816879,0.0001100493,0.4767285],"study_design_scores_gemma":[0.002035163,0.0005106813,0.9854077,0.0002115365,7.937168e-7,0.000008112968,0.0001125338,0.0009717079,0.0005258265,0.001016167,0.009137306,0.00006248393],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846955,0.001014213,0.00000746864,0.0007026453,0.00005217581,0.0001319161,0.00001266339,0.000002923291,0.01338047],"genre_scores_gemma":[0.9870105,0.01252357,0.0001304465,0.00001878846,0.000007384428,0.00001441778,0.00004720884,0.000004580997,0.000243095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5485888,"threshold_uncertainty_score":0.9438767,"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."}}