{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005068205,0.0006767485,0.0009619563,0.004193631,0.005799117,0.00232586,0.003718955,0.001021962,0.002829133],"category_scores_gemma":[0.01840863,0.000572159,0.001230427,0.01143578,0.001557386,0.001244571,0.003389033,0.001757165,0.000164604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06952667,"about_ca_system_score_gemma":0.08147325,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9857329,"about_ca_topic_score_gemma":0.9878708,"domain_scores_codex":[0.9914658,0.0007299243,0.000468742,0.001267047,0.003381586,0.002686808],"domain_scores_gemma":[0.9871683,0.001171018,0.003596787,0.0003881225,0.004933273,0.002742496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009584698,0.00007053583,0.9879957,0.0001083858,0.0001402796,0.00009967981,0.002263088,0.00009532227,0.00003600447,0.000355129,0.002714411,0.006025498],"study_design_scores_gemma":[0.000027825,0.00006392884,0.989972,0.0001920092,0.0001086156,0.0001139862,0.007285393,0.0005277544,0.00005199495,0.00007568461,0.001555739,0.00002506825],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858168,0.001895448,0.0003705246,0.001946209,0.00007696623,0.0002537069,0.004555926,0.00002268817,0.005061645],"genre_scores_gemma":[0.9957897,0.0007922252,0.0005988625,0.0004729765,0.00003140184,0.000111328,0.001952642,0.00001153682,0.000239344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06952667,"threshold_uncertainty_score":0.5044537,"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."}}