{"id":"W4391222097","doi":"10.1016/j.jaip.2024.01.022","title":"Evaluation of Pharmacological Treatments for Acute Urticaria: A Systematic Review and Meta-Analysis","year":2024,"lang":"en","type":"review","venue":"The Journal of Allergy and Clinical Immunology In Practice","topic":"Urticaria and Related Conditions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; Ottawa Hospital; University of Ottawa","funders":"Faculty of Medicine, Chiang Mai University; Chiang Mai University","keywords":"Medicine; Meta-analysis; MEDLINE; Intensive care medicine; 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":[{"model":"gemma","categories":[],"domain":null,"study_design":"meta_analysis","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"meta_analysis","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007682131,0.002812951,0.02067327,0.003898091,0.0006245929,0.002796901,0.002339362,0.002552534,0.005450585],"category_scores_gemma":[0.01617029,0.001760175,0.02791619,0.004710844,0.0009166843,0.00214864,0.001911541,0.002225281,0.0003690826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002033187,"about_ca_system_score_gemma":0.002583272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005801553,"about_ca_topic_score_gemma":0.02113048,"domain_scores_codex":[0.9943421,0.002321196,0.001764681,0.0006842506,0.0006227262,0.0002649996],"domain_scores_gemma":[0.991121,0.005984048,0.001961595,0.0002812216,0.0004875207,0.0001647473],"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":[0.003127766,0.00006080585,0.002300234,0.3962999,0.585569,0.0001189084,0.00009901563,0.0002856916,0.000260581,0.00008738167,0.0004244747,0.01136633],"study_design_scores_gemma":[0.001520245,0.0002367718,0.002531809,0.01746391,0.976809,0.00007390707,0.00005527845,0.0001105397,0.00006777012,0.0001050909,0.001001071,0.00002457134],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005475926,0.9932677,0.000375322,0.0001074045,0.0001185637,0.0002163514,0.0002538449,0.00002031826,0.0001646048],"genre_scores_gemma":[0.1776374,0.816995,0.002593458,0.001142231,0.0002195254,0.0005717586,0.0004612842,0.00002892723,0.0003503567],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02067327,"threshold_uncertainty_score":0.04062748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2346314603749866,"score_gpt":0.5422311989163006,"score_spread":0.3075997385413139,"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."}}