{"id":"W2079327478","doi":"10.1136/bmj.f602","title":"Anaphylaxis: the acute episode and beyond","year":2013,"lang":"en","type":"review","venue":"BMJ","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Anaphylaxis; Medicine; Observational study; Population; MEDLINE; Health care; Intensive care medicine; Emergency department; Emergency medicine; Medical emergency; Pediatrics; Allergy; Internal medicine; Psychiatry; Environmental health; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003742987,0.0003103952,0.00107041,0.0001716993,0.0001377542,0.00006187187,0.0002524058,0.0002742742,0.0004234847],"category_scores_gemma":[0.000111853,0.0001567084,0.0003621373,0.0003571887,0.0002146119,0.0000474303,0.0001835283,0.0007457843,0.0006122395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003089758,"about_ca_system_score_gemma":0.0002017021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004098081,"about_ca_topic_score_gemma":0.00002658705,"domain_scores_codex":[0.9983753,0.0001446201,0.0003947139,0.000354921,0.0003711315,0.0003593156],"domain_scores_gemma":[0.9987569,0.0001910922,0.000136533,0.0006473062,0.00007058597,0.0001976034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005424276,0.00002259387,0.00000259231,0.003631447,0.0006029655,0.00007154934,0.00001540857,6.130986e-9,2.739631e-7,0.0003153709,0.1186111,0.8767213],"study_design_scores_gemma":[0.0001692119,0.0002300955,0.00004193761,0.002557287,0.00009468802,0.0003718199,0.00001707094,0.000003984231,5.965289e-7,0.00005084698,0.9962873,0.0001750887],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000006973618,0.9746149,0.000001995387,0.002315411,0.0001306147,0.001498524,0.00001964147,0.00003413793,0.02137785],"genre_scores_gemma":[0.000008173486,0.9842111,0.0001480371,0.0003201911,0.0006371342,0.0003362999,0.00007172205,0.0000479313,0.01421938],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8776762,"threshold_uncertainty_score":0.7869305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05765216587612266,"score_gpt":0.3894903891089619,"score_spread":0.3318382232328392,"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."}}