{"id":"W4411135664","doi":"10.1016/j.waojou.2025.101068","title":"Diagnostic testing for chronic spontaneous urticaria with or without angioedema: The do's, don't and maybe's","year":2025,"lang":"en","type":"review","venue":"World Allergy Organization Journal","topic":"Urticaria and Related Conditions","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; AllerGen; University Health Network","funders":"College of Medicine, University of Cincinnati; LEO Pharma; Grifols; University of Cape Town; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Glenmark Pharmaceuticals; Astellas Pharma; Celltrion; Pfizer; Incyte; AstraZeneca; University of Cincinnati; Allergy Therapeutics; BioCryst; Celldex Therapeutics; National Institutes of Health; Regeneron Pharmaceuticals; University of California, San Diego; University of Toronto; Cleveland Clinic; Università degli Studi di Milano; University of Pennsylvania; Teva Pharmaceutical Industries; Massachusetts General Hospital; Sanofi; Genentech; Pennsylvania State University; Johns Hopkins University; Amgen; Aimmune Therapeutics; CSL Behring; Eli Lilly and Company","keywords":"Medicine; Omalizumab; Angioedema; Immunology; Immunoglobulin E; Autoantibody; Basophil activation; Loratadine; Intensive care medicine; Basophil; Antibody","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002305236,0.0006327786,0.001011555,0.001596928,0.0004815159,0.001265887,0.0007215934,0.001683532,0.002785814],"category_scores_gemma":[0.005540616,0.0001976451,0.000673746,0.0007002191,0.001056019,0.001389277,0.0004889567,0.001210881,0.0009366107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003813066,"about_ca_system_score_gemma":0.0005754842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001599005,"about_ca_topic_score_gemma":0.001866168,"domain_scores_codex":[0.9984702,0.0005239708,0.0002324924,0.0001407937,0.0004231211,0.0002093233],"domain_scores_gemma":[0.9966903,0.001257801,0.0005651442,0.0002051909,0.0008648867,0.0004166593],"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":[0.002411656,0.0006046377,0.444144,0.002152704,0.0005400938,0.01688423,0.0006500166,0.0003841211,0.01650482,0.003941263,0.05853545,0.453247],"study_design_scores_gemma":[0.0007353881,0.004327821,0.5011286,0.007274514,0.001199286,0.2330746,0.004830464,0.007450668,0.01922574,0.01233112,0.2080942,0.0003276849],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5245591,0.2393615,0.04733844,0.0992794,0.01138864,0.001030376,0.001436669,0.00126137,0.07434461],"genre_scores_gemma":[0.9290094,0.0302832,0.01493409,0.01776726,0.0027056,0.000166858,0.0005930886,0.00006599912,0.004474412],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.002785814,"threshold_uncertainty_score":0.01219141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01753453666903308,"score_gpt":0.2807227706406477,"score_spread":0.2631882339716146,"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."}}