{"id":"W4405430104","doi":"10.1016/j.anai.2024.12.008","title":"Clinical burden, treatment, and disease control in patients with chronic spontaneous urticaria","year":2024,"lang":"en","type":"article","venue":"Annals of Allergy Asthma & Immunology","topic":"Urticaria and Related Conditions","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Group for Research in Decision Analysis","funders":"Grifols; Novartis Animal Health; BioCryst; Celldex Therapeutics; Ionis Pharmaceuticals; Eli Lilly and Company; CSL Behring; Sanofi; Kiniksa Pharmaceuticals; Pfizer; Novartis Pharmaceuticals Corporation; Regeneron Pharmaceuticals; Novartis Pharma; Novartis","keywords":"Medicine; Chronic urticaria; Real world evidence; Intensive care medicine; Disease; Chronic disease; Dermatology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000646617,0.0001320752,0.0002476186,0.0007080862,0.0003464372,0.0005928879,0.0002220174,0.0002439063,0.001499712],"category_scores_gemma":[0.003329987,0.0001286465,0.0003573716,0.001273284,0.0001900638,0.0004656827,0.0003484233,0.0003700989,0.0001089045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004558889,"about_ca_system_score_gemma":0.0004347927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005783234,"about_ca_topic_score_gemma":0.006121507,"domain_scores_codex":[0.9993775,0.000159495,0.00009791023,0.0001087478,0.0001685293,0.00008772097],"domain_scores_gemma":[0.9973474,0.0003435099,0.001867201,0.00007586888,0.0001626306,0.0002033992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003246054,0.00001769921,0.9989213,0.000007914873,0.00001907633,0.00002947195,0.00002305532,0.00002917471,0.0000198052,0.00001174819,0.00006255728,0.0008257982],"study_design_scores_gemma":[0.000005572327,0.00003735089,0.9993569,0.000009093733,0.00001299385,0.0002133557,0.00005923817,0.0001560069,0.00001140438,0.00001797214,0.0001183584,0.000001669366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979864,0.0006134844,0.00003752351,0.000134816,0.000005118265,0.00000897845,0.0007213955,0.000001803449,0.0004904656],"genre_scores_gemma":[0.9991902,0.0001944786,0.00004117828,0.0000179763,0.00001138258,0.000006873875,0.0004990022,5.66081e-7,0.00003841325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005783234,"threshold_uncertainty_score":0.01149911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01366092203141748,"score_gpt":0.2916927257169974,"score_spread":0.2780318036855799,"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."}}