{"id":"W2154718537","doi":"10.1016/j.jaci.2013.08.016","title":"Anaphylaxis in America: The prevalence and characteristics of anaphylaxis in the United States","year":2013,"lang":"en","type":"article","venue":"Journal of Allergy and Clinical Immunology","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":391,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Anaphylaxis; Medicine; Population; Medical prescription; Epinephrine; Allergy; Epidemiology; Pediatrics; Internal medicine; 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":[0.001068647,0.0001197318,0.0004856132,0.0002817773,0.00005013014,0.00001823743,0.00027786,0.0001485104,0.0001268763],"category_scores_gemma":[0.0008351504,0.00006262989,0.0001039404,0.0005139569,0.001057944,0.00009193413,0.00008878674,0.001058961,0.000002703525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001152816,"about_ca_system_score_gemma":0.00006987368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000468573,"about_ca_topic_score_gemma":0.0002534314,"domain_scores_codex":[0.9978675,0.00056603,0.0009810607,0.000144656,0.0002036468,0.0002371616],"domain_scores_gemma":[0.9976796,0.001424878,0.0003702378,0.0002261735,0.0002297788,0.00006932995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005308684,0.003883521,0.6633881,0.0003621383,0.003380873,0.0005158659,0.006095595,0.00002037536,0.001694675,0.001674813,0.001948484,0.3117269],"study_design_scores_gemma":[0.001269056,0.003812997,0.9770505,0.0001255474,0.000004368209,0.00009930822,0.001504863,0.000159917,0.00001440891,0.0004397694,0.01545838,0.00006082383],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879445,0.003858596,0.000006490277,0.007870495,0.000082252,0.0001425578,0.00000275195,0.000001916893,0.00009042379],"genre_scores_gemma":[0.9222413,0.07688563,0.00004942405,0.0006903855,0.00005525973,0.000004195253,0.000003612758,0.000006210897,0.00006399144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3136625,"threshold_uncertainty_score":0.4600718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02609570422901645,"score_gpt":0.3285343256352272,"score_spread":0.3024386214062107,"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."}}