{"id":"W2766427826","doi":"10.1002/iid3.201","title":"Disparities in rate, triggers, and management in pediatric and adult cases of suspected drug‐induced anaphylaxis in Canada","year":2017,"lang":"en","type":"article","venue":"Immunity Inflammation and Disease","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia; London Health Sciences Centre; Jewish General Hospital; Université Laval; University of Calgary; McGill University; Health Canada; Montreal Children's Hospital; Hôpital du Sacré-Cœur de Montréal; McGill University Health Centre","funders":"Health Canada; AllerGen","keywords":"Medicine; Anaphylaxis; Culprit; Pediatrics; Emergency department; Young adult; Emergency medicine; Allergy; Gerontology; Internal medicine; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001940554,0.00009547345,0.0001866956,0.0003465325,0.00009659569,0.00003642101,0.00006285225,0.00002566652,0.00001425092],"category_scores_gemma":[0.0005362156,0.00009198965,0.00001272335,0.0001614011,0.0000783558,0.0001731531,0.00008334573,0.0001500864,1.983494e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007063933,"about_ca_system_score_gemma":0.0002849465,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6206666,"about_ca_topic_score_gemma":0.8981012,"domain_scores_codex":[0.9992291,0.0001023691,0.0002443412,0.0001281531,0.0001399618,0.0001561227],"domain_scores_gemma":[0.9993944,0.00009364149,0.00007097117,0.0002143665,0.00005293787,0.0001736712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008439734,0.00008610207,0.9898043,0.001015644,0.00001524811,0.0004175993,0.0002414235,0.000004781004,0.0001106868,0.0006652073,0.00007114161,0.006723936],"study_design_scores_gemma":[0.002706953,0.00004199913,0.9954514,0.0001144412,0.000004458526,0.000001617628,0.0009946176,0.0003132309,0.0001146016,0.0001380033,0.00003162825,0.00008703307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972177,0.0006826139,9.603771e-8,0.001278768,0.00001616966,0.0003068475,0.00001380118,0.000003971957,0.0004800949],"genre_scores_gemma":[0.9958633,0.003981201,0.000005731315,0.00002770319,0.00001218319,0.00002028395,0.00002798172,0.000004571702,0.00005708108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2774346,"threshold_uncertainty_score":0.3818595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01661500499673071,"score_gpt":0.2725050561652908,"score_spread":0.2558900511685601,"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."}}