{"id":"W4401352264","doi":"10.1007/s40521-024-00369-6","title":"Urticaria Management in North America: What We Know and What We Do Not Know","year":2024,"lang":"en","type":"article","venue":"Current Treatment Options in Allergy","topic":"Urticaria and Related Conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton Health Sciences; McMaster University","funders":"","keywords":"Omalizumab; Angioedema; Medicine; Dermatology; Chronic urticaria; Bruton's tyrosine kinase; Disease; Intensive care medicine; Allergy; Hereditary angioedema; Immunology; Immunoglobulin E; Tyrosine kinase; Pathology; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00004542694,0.0003125247,0.0003460005,0.0006837233,0.00009198805,0.0003860387,0.00008208522,0.0001039801,0.0003191914],"category_scores_gemma":[0.000006235618,0.0002486216,0.0001339599,0.0008654556,0.000145379,0.0006791549,0.0000793094,0.0002970126,0.0002829082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004773889,"about_ca_system_score_gemma":0.00007742738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001851004,"about_ca_topic_score_gemma":0.0002017004,"domain_scores_codex":[0.9983078,0.00006472314,0.0004146187,0.0005976286,0.0002145616,0.0004006674],"domain_scores_gemma":[0.9992634,0.00008908213,0.00003431153,0.0003966221,0.00002958357,0.0001870147],"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":[0.00005855284,0.001796437,0.0003703656,0.000068758,0.001747619,0.0004173397,0.002296584,0.0003528409,0.00002561917,0.0140155,0.0005783312,0.9782721],"study_design_scores_gemma":[0.005263324,0.0007628219,0.01476487,0.006587465,0.002444169,0.00009129455,0.008759626,0.009171379,0.00003337535,0.001277501,0.9502472,0.0005969391],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1903196,0.7702641,0.0003106317,0.03068196,0.004328419,0.002033453,0.00004560022,0.0003301874,0.001685968],"genre_scores_gemma":[0.1709931,0.8262641,0.0004665454,0.00004336488,0.00009878886,0.0005222904,0.0002441182,0.00003061352,0.001337035],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9776751,"threshold_uncertainty_score":0.9999966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02642786019285401,"score_gpt":0.3025740520448866,"score_spread":0.2761461918520326,"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."}}