{"id":"W4399230146","doi":"10.1186/s13223-024-00901-y","title":"Anaphylaxis in a Swiss university emergency department: clinical characteristics and supposed triggers","year":2024,"lang":"en","type":"article","venue":"Allergy Asthma and Clinical Immunology","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Bern","keywords":"Medicine; Emergency department; Anaphylaxis; Incidence (geometry); Emergency medicine; Pediatrics; Internal medicine; Allergy; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004777008,0.000299686,0.0003518295,0.00153863,0.0005196577,0.0006547974,0.0002201991,0.0005183062,0.004203006],"category_scores_gemma":[0.002018324,0.0001574436,0.0003210494,0.001509034,0.0003238129,0.0004010473,0.0005709316,0.0004216587,0.0004161012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006526569,"about_ca_system_score_gemma":0.0008170226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002398326,"about_ca_topic_score_gemma":0.002368617,"domain_scores_codex":[0.999459,0.00009733722,0.00009220345,0.0001002532,0.0001187832,0.0001324436],"domain_scores_gemma":[0.9980834,0.0003041563,0.001005451,0.00003834158,0.0001615938,0.0004070389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000995825,0.00003301098,0.995079,0.00004812823,0.00001222087,0.002652295,0.0001486463,0.0000432183,0.0001760041,0.00002758963,0.0006039679,0.001076214],"study_design_scores_gemma":[0.00001352626,0.0001106966,0.9879158,0.00006331879,0.00001475883,0.01033279,0.0006314015,0.0001306577,0.00006905061,0.00003496796,0.0006740505,0.000009061952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965729,0.001018312,0.00007165069,0.0002552231,0.00002025904,0.00003496738,0.0008020507,0.000007203646,0.001217479],"genre_scores_gemma":[0.9986442,0.0003571067,0.00007123523,0.00007862119,0.00005515173,0.00002031953,0.0006809258,0.000001525464,0.0000909064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004203006,"threshold_uncertainty_score":0.01406044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02796656140301043,"score_gpt":0.3454813356446244,"score_spread":0.317514774241614,"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."}}