{"id":"W2077612820","doi":"10.1111/j.1398-9995.2007.01434.x","title":"Comparison of international guidelines for the emergency medical management of anaphylaxis","year":2007,"lang":"en","type":"review","venue":"Allergy","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Guideline; Underpinning; Medicine; Anaphylaxis; Emergency management; Medical emergency; MEDLINE; Best practice; Family medicine; Allergy; Pathology; Political science; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008563622,0.0002458556,0.001235399,0.0002913076,0.00004615941,0.00000322701,0.0007550259,0.0002683764,0.001960638],"category_scores_gemma":[0.0003340892,0.000147143,0.000845184,0.0004160677,0.0001396567,0.00001819654,0.0002172873,0.0002963073,0.000008921543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003272805,"about_ca_system_score_gemma":0.0001790791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005417869,"about_ca_topic_score_gemma":0.0001227931,"domain_scores_codex":[0.9966593,0.00004048382,0.001523018,0.0002860625,0.001232899,0.0002582269],"domain_scores_gemma":[0.9979778,0.0002717241,0.0004327944,0.0004676558,0.0007283509,0.0001216967],"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":[0.00006301398,0.0002423029,0.000008710642,0.0101634,0.003684747,0.000009884675,0.0000161287,0.000001881776,2.108899e-7,0.003039817,0.03989018,0.9428797],"study_design_scores_gemma":[0.0003873751,0.0002777041,0.00005643971,0.006005772,0.00006389667,0.000007569093,0.00009297119,0.0001872425,0.000004810763,0.00002334798,0.9927818,0.0001110856],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003243665,0.9913192,0.0008712305,0.0007615047,0.0007336196,0.0006427801,0.00003599556,0.00001142778,0.005620986],"genre_scores_gemma":[0.00008078474,0.9957724,0.0009329708,0.00003683768,0.0004605518,0.00008822595,0.0002428909,0.00003398156,0.00235132],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9528916,"threshold_uncertainty_score":0.9989517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2923685886861144,"score_gpt":0.5403711578220939,"score_spread":0.2480025691359795,"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."}}