{"id":"W4401056715","doi":"10.1007/s13555-024-01231-y","title":"Dupilumab Reduces Urticaria Activity, Itch, and Hives in Patients with Chronic Spontaneous Urticaria Regardless of Baseline Serum Immunoglobulin E Levels","year":2024,"lang":"en","type":"article","venue":"Dermatology and Therapy","topic":"Urticaria and Related Conditions","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"Regeneron Pharmaceuticals; Sanofi","keywords":"Dupilumab; Medicine; Placebo; Immunoglobulin E; Interquartile range; Internal medicine; Atopic dermatitis; Immunology; Gastroenterology; Antibody; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002859849,0.0003030537,0.0005881097,0.0001264582,0.0001411871,0.0002210325,0.0001573144,0.0002132766,0.00119177],"category_scores_gemma":[0.0004502469,0.0001093306,0.0002925938,0.0001074368,0.0001265027,0.0001545316,0.0000974845,0.0004012513,0.0001513028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002201903,"about_ca_system_score_gemma":0.0002262986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006628345,"about_ca_topic_score_gemma":0.002495429,"domain_scores_codex":[0.9998779,0.00003493301,0.00001058296,0.00001541341,0.00002499973,0.00003608221],"domain_scores_gemma":[0.9997881,0.00005818767,0.00006220678,0.00000867891,0.00002273522,0.00006011128],"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":[0.1459278,0.01174964,0.05111419,0.002571724,0.002110989,0.0008482612,0.0003508173,0.00173882,0.1507526,0.0001511728,0.004892083,0.6277919],"study_design_scores_gemma":[0.08553642,0.3119202,0.5522221,0.0002910107,0.001860974,0.004076248,0.0003386375,0.005798375,0.02931603,0.0001492307,0.008424782,0.00006593481],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957188,0.003384231,0.0000760667,0.00007050783,0.00001881078,0.00005894162,0.00007374022,0.00002079034,0.0005781386],"genre_scores_gemma":[0.9985211,0.0007839043,0.0001696023,0.00009151782,0.00002842985,0.00003738348,0.0001078343,0.000001945521,0.0002582283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00119177,"threshold_uncertainty_score":0.003986835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008369914756186187,"score_gpt":0.2433927895725602,"score_spread":0.235022874816374,"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."}}