{"id":"W2586415703","doi":"10.1016/j.jaci.2016.12.735","title":"Clinical Characteristics, Immediate Treatment, and Long-Term Management of Venom Allergic Reactions Presenting to Canadian Pediatric Emergency Departments and out-of-Hospital Emergency Services","year":2017,"lang":"en","type":"article","venue":"Journal of Allergy and Clinical Immunology","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; BC Children's Hospital; University of British Columbia; Montreal Children's Hospital; Cégep de l'Outaouais; Hôpital du Sacré-Cœur de Montréal; University of Calgary; McGill University","funders":"","keywords":"Medicine; Anaphylaxis; Epinephrine; Emergency department; Emergency medical services; Logistic regression; Emergency medicine; Anaphylactic reactions; Allergy; Pediatrics; Medical emergency; Internal medicine; Psychiatry","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":[0.0003781111,0.0003481086,0.0003078443,0.0008886416,0.001379156,0.0008619895,0.0008925794,0.0006433725,0.002977367],"category_scores_gemma":[0.003709739,0.0002328995,0.0005606202,0.001447216,0.0005899331,0.0005058949,0.0005296008,0.001132449,0.0001838529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007762615,"about_ca_system_score_gemma":0.008426836,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5413644,"about_ca_topic_score_gemma":0.5999761,"domain_scores_codex":[0.9989762,0.00005640647,0.0001007177,0.00008299995,0.0002875988,0.0004959929],"domain_scores_gemma":[0.9976084,0.0002217848,0.0008767653,0.00003241,0.0004310979,0.0008295516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001961648,0.00008327532,0.9943957,0.00002343263,0.00002575538,0.001569016,0.0002900638,0.00009900748,0.0002307182,0.00005920109,0.0005805833,0.002447087],"study_design_scores_gemma":[0.000005652879,0.00006077725,0.9963692,0.00001874859,0.00001394092,0.001976014,0.0009873771,0.0001079495,0.00004477931,0.00001717472,0.0003899458,0.000008392249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994792,0.0008600778,0.00004185113,0.0002793495,0.00001530995,0.00003408195,0.0006740577,0.000005119058,0.003298027],"genre_scores_gemma":[0.9986855,0.0003488225,0.00008796103,0.00009353772,0.00001535608,0.00001171639,0.0005220508,0.000002509399,0.0002325621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4586356,"threshold_uncertainty_score":0.9226732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04540575636584383,"score_gpt":0.3872970021301584,"score_spread":0.3418912457643146,"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."}}