{"id":"W2562689222","doi":"10.2147/jaa.s123053","title":"Anaphylaxis across two Canadian pediatric centers: evaluating management disparities","year":2016,"lang":"en","type":"article","venue":"Journal of Asthma and Allergy","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Children's Hospital; Health Canada; McGill University; University of Calgary; BC Children's Hospital; University of British Columbia","funders":"Health Canada","keywords":"Medicine; Anaphylaxis; Emergency department; Antihistamine; Confidence interval; Culprit; Epinephrine; Pediatrics; Emergency medicine; Allergy; Internal medicine; Anesthesia; Immunology","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":[0.0005418524,0.0001406076,0.0002629904,0.0003391716,0.0001685633,0.00005252764,0.0001343241,0.00005057462,0.0002752147],"category_scores_gemma":[0.00007458187,0.00008792218,0.0001366209,0.0002007939,0.00008317282,0.0001864122,0.00006311471,0.0001861362,0.00001379616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001001094,"about_ca_system_score_gemma":0.0001582786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002107338,"about_ca_topic_score_gemma":0.01054143,"domain_scores_codex":[0.9984249,0.00005592753,0.0003726991,0.0001652237,0.0005002482,0.0004809481],"domain_scores_gemma":[0.9988729,0.00006060662,0.0001395392,0.0001410357,0.0002240324,0.0005618656],"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":[0.001920624,0.0004256169,0.07011947,0.0004287005,0.001591634,0.002797621,0.000888756,0.00003350779,0.002565779,0.003352262,0.01832757,0.8975484],"study_design_scores_gemma":[0.0110524,0.00511889,0.7265223,0.0008290386,0.00001868587,0.0009930228,0.001826589,0.0001150282,0.0004869584,0.0007710473,0.2517942,0.0004718336],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891685,0.002174317,0.00008146232,0.005226496,0.0002357086,0.00008620018,0.0000101019,0.000006686373,0.003010552],"genre_scores_gemma":[0.9923741,0.004001906,0.0005126553,0.0002657631,0.0005727027,0.000002326006,0.000001527222,0.00001606825,0.002252944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8970766,"threshold_uncertainty_score":0.5882367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02290057154830801,"score_gpt":0.3307856130313444,"score_spread":0.3078850414830364,"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."}}