{"id":"W4399761440","doi":"10.1016/j.anai.2024.06.003","title":"Topical corticosteroids for hives and itch (urticaria): Systematic review and Bayesian meta-analysis of randomized trials","year":2024,"lang":"en","type":"review","venue":"Annals of Allergy Asthma & Immunology","topic":"Urticaria and Related Conditions","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Southlake Regional Health Center; University of Saskatchewan; Saskatchewan Science Centre; McGill University Health Centre; McGill University; Impact; McMaster University","funders":"","keywords":"Medicine; Randomized controlled trial; Meta-analysis; Bayesian probability; Dermatology; Internal medicine; Computer science; Artificial intelligence","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","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.00261337,0.0005161476,0.03000943,0.0008016968,0.0000438496,0.00001979425,0.000175343,0.0006269454,0.0002748147],"category_scores_gemma":[0.003852428,0.0002877534,0.008148558,0.0005632453,0.0005520618,0.00004095751,0.0001168595,0.0003868113,0.000003648551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009673236,"about_ca_system_score_gemma":0.0001620186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001593495,"about_ca_topic_score_gemma":0.000003712533,"domain_scores_codex":[0.992495,0.002206848,0.00428344,0.0005231865,0.0001972697,0.0002942359],"domain_scores_gemma":[0.9928098,0.004326821,0.001694441,0.0006996054,0.0003551857,0.0001141979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000595515,0.00007717818,9.862304e-9,0.1904423,0.7955655,0.000010028,0.00006139042,7.319355e-8,0.000004323517,0.01117452,0.0001728042,0.001896265],"study_design_scores_gemma":[0.004959588,0.0002975686,9.835592e-7,0.03929647,0.9314671,0.0001309133,0.0000227262,0.00002280959,0.000004990018,0.0005378291,0.0230562,0.000202881],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000005270161,0.9912655,0.0004302355,0.003323487,0.0001085168,0.004583896,0.0001791217,0.00002213001,0.00008183203],"genre_scores_gemma":[0.00005359696,0.997276,0.000244652,0.0002418639,0.00002515582,0.001205654,0.0002606078,0.00003973139,0.0006527011],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1511459,"threshold_uncertainty_score":0.9999574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.15795802251722,"score_gpt":0.4175572655026283,"score_spread":0.2595992429854083,"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."}}