{"id":"W2109951782","doi":"10.1111/all.12313","title":"The <scp>EAACI</scp>/<scp>GA</scp><sup>2</sup><scp>LEN</scp>/<scp>EDF</scp>/<scp>WAO</scp> Guideline for the definition, classification, diagnosis, and management of urticaria: the 2013 revision and update","year":2014,"lang":"en","type":"article","venue":"Allergy","topic":"Urticaria and Related Conditions","field":"Medicine","cited_by":1195,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Manitoba","funders":"American Academy of Allergy Asthma and Immunology","keywords":"Guideline; Medicine; Immunology; Virology; Food science; Chemistry; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.003205341,0.001318756,0.001425999,0.0004598766,0.003017745,0.0005287157,0.001529469,0.0009753879,0.00003342739],"category_scores_gemma":[0.008757208,0.0008236954,0.0006807398,0.001285861,0.001672791,0.0005087729,0.001132406,0.00136288,0.0002593658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001569084,"about_ca_system_score_gemma":0.0002470325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00017961,"about_ca_topic_score_gemma":0.0001216635,"domain_scores_codex":[0.99093,0.0008024451,0.002812861,0.00182378,0.001638577,0.001992338],"domain_scores_gemma":[0.9725742,0.02059961,0.00135479,0.003042992,0.001549923,0.0008785348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001427844,0.0007318979,0.001691573,0.0002671934,0.005989906,0.00003232945,0.00366188,0.0005147162,0.0006241293,0.1087653,0.8732915,0.004415309],"study_design_scores_gemma":[0.004698106,0.0007311059,0.01547923,0.0006277536,0.005743169,0.0001665388,0.01285732,0.01401334,0.00101543,0.01403444,0.9305152,0.0001183417],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6939936,0.120175,0.03180304,0.06418981,0.004075608,0.01887586,0.00138121,0.001633516,0.06387234],"genre_scores_gemma":[0.549683,0.3937024,0.007430681,0.01282101,0.003419043,0.005009918,0.002929197,0.000855663,0.02414904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2735274,"threshold_uncertainty_score":0.9999564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02209777002353446,"score_gpt":0.2600455043045425,"score_spread":0.2379477342810081,"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."}}