{"id":"W4281808606","doi":"10.1016/j.waojou.2022.100640","title":"Standards for practical intravenous rapid drug desensitization & delabeling: A WAO committee statement","year":2022,"lang":"en","type":"review","venue":"World Allergy Organization Journal","topic":"Drug-Induced Adverse Reactions","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Maisonneuve-Rosemont","funders":"Instituto de Salud Carlos III; School of Medicine, Stanford University; Barts Health NHS Trust; University of Cape Town; Hôpitaux Universitaires de Genève; Technische Universität München; College of Medicine, Seoul National University; School of Medicine, Emory University; Gentofte Hospital; Universidade de São Paulo; Seoul National University Bundang Hospital; Seoul National University; Vanderbilt University Medical Center; Universidad de Antioquia; Vanderbilt University; Université de Montréal; Universidad de Chile; Kaiser Permanente; Chang Gung Medical Foundation; Emory University; University of Nebraska Medical Center; Massachusetts General Hospital","keywords":"Medicine; Desensitization (medicine); Statement (logic); Pharmacology; Drug; Family medicine; Intensive care medicine; Internal medicine; Law; Receptor","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001696393,0.000592763,0.001544889,0.001069999,0.001102345,0.0002365505,0.0002099737,0.0001840839,0.0030888],"category_scores_gemma":[0.002371836,0.0005443185,0.0004190166,0.002022195,0.00006164393,0.0002813269,0.000136626,0.001716094,0.00007562471],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003549756,"about_ca_system_score_gemma":0.007333145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006637352,"about_ca_topic_score_gemma":0.00008995306,"domain_scores_codex":[0.9953139,0.0005360956,0.001694179,0.000536819,0.001341345,0.0005776607],"domain_scores_gemma":[0.995166,0.0005989878,0.001493037,0.0004960963,0.00172924,0.0005166299],"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":[0.00003655477,0.0008357844,0.000002629297,0.002996985,0.002507533,0.0002365064,0.0007025155,0.0001862557,0.00001297342,0.001871294,0.06371035,0.9269006],"study_design_scores_gemma":[0.001268858,0.0000578061,0.000003528312,0.002235043,0.001722983,0.004700655,0.0002780481,0.00002920002,0.000005827174,0.00007589193,0.9891598,0.0004624146],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000006144709,0.8893259,0.09091597,0.00704736,0.003890576,0.003614984,0.000417883,0.0003902783,0.0043909],"genre_scores_gemma":[0.00002333765,0.9761992,0.01279884,0.0003915823,0.001272998,0.00006624257,0.003338679,0.0003435526,0.005565546],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9264382,"threshold_uncertainty_score":0.9997008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08486811399207052,"score_gpt":0.3853639478674075,"score_spread":0.300495833875337,"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."}}