{"id":"W2084586473","doi":"10.1016/j.anai.2010.01.023","title":"World Allergy Organization survey on global availability of essentials for the assessment and management of anaphylaxis by allergy-immunology specialists in health care settings","year":2010,"lang":"en","type":"article","venue":"Annals of Allergy Asthma & Immunology","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":false,"ca_institutions":"Manitoba Health; University of Manitoba","funders":"UCB Pharma; Canadian Institutes of Health Research; Food Allergy and Anaphylaxis Network","keywords":"Medicine; Anaphylaxis; Allergy; Antihistamine; Epinephrine; Intensive care medicine; Immunology; Anesthesia","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001469051,0.000319983,0.0009202196,0.0003203689,0.0001454107,0.00001254444,0.0004890665,0.0002639693,0.0003633006],"category_scores_gemma":[0.000263835,0.0002731938,0.0001579948,0.001007414,0.0008340819,0.00007691755,0.0002975239,0.0004401047,0.00000222889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007708289,"about_ca_system_score_gemma":0.0003236172,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003287791,"about_ca_topic_score_gemma":0.02647292,"domain_scores_codex":[0.9966911,0.0004965424,0.001197573,0.0005880295,0.0004182619,0.0006085042],"domain_scores_gemma":[0.9969546,0.0004378003,0.0006864974,0.0008116302,0.001016881,0.00009259193],"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":[0.02882316,0.01584842,0.03178961,0.006391433,0.03622027,0.0000898717,0.006205686,0.000637454,0.1112561,0.3283322,0.09770802,0.3366978],"study_design_scores_gemma":[0.002141823,0.002467484,0.8394064,0.0001717615,0.000001027671,0.000005639052,0.0007892395,0.00001985931,0.009269695,0.0001884592,0.145354,0.0001846096],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773899,0.008620762,0.0001945272,0.01083232,0.0005129162,0.00119061,0.0003325754,0.00002763316,0.0008987222],"genre_scores_gemma":[0.9873446,0.01083023,0.0005942694,0.0003433709,0.00004310268,0.00003749204,0.0005412428,0.00003500548,0.000230648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8076168,"threshold_uncertainty_score":0.999972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0244325014880636,"score_gpt":0.3523500842012242,"score_spread":0.3279175827131606,"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."}}