{"id":"W2048341078","doi":"10.1111/all.12370","title":"Methods report on the development of the 2013 revision and update of the <scp>EAACI</scp>/<scp>GA<sup>2</sup>LEN</scp>/<scp>EDF</scp>/<scp>WAO</scp> guideline for the definition, classification, diagnosis, and management of urticaria","year":2014,"lang":"en","type":"article","venue":"Allergy","topic":"Urticaria and Related Conditions","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Manitoba; Children's Hospital Research Institute of Manitoba; Manitoba Health","funders":"","keywords":"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":[0.04024677,0.001252291,0.001459561,0.0088751,0.001103545,0.00392048,0.00276867,0.003492588,0.02299415],"category_scores_gemma":[0.1054755,0.0009344848,0.003461227,0.00573428,0.0007936194,0.002691363,0.003721714,0.003142849,0.01321515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005113149,"about_ca_system_score_gemma":0.03271561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02346307,"about_ca_topic_score_gemma":0.03431817,"domain_scores_codex":[0.9675063,0.00872626,0.007645708,0.001841476,0.01285491,0.001425306],"domain_scores_gemma":[0.9055899,0.01704764,0.0102315,0.00319718,0.06154385,0.00238992],"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":[0.0002255175,0.000102863,0.002777009,0.006797877,0.0001839141,0.0003111378,0.0005980968,0.0003643593,0.0007441745,0.002186049,0.7756656,0.2100433],"study_design_scores_gemma":[0.0001321055,0.0001304801,0.005613171,0.00952954,0.00031533,0.0003773124,0.0002593129,0.0001386061,0.0009430557,0.0007347888,0.9817669,0.00005938666],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.0173897,0.1060148,0.06629342,0.2213834,0.1474137,0.03636745,0.198975,0.003059302,0.2031033],"genre_scores_gemma":[0.04445341,0.1114984,0.2913484,0.1035194,0.0228813,0.05119091,0.226023,0.002440959,0.1466442],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04024677,"threshold_uncertainty_score":0.2128478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03997068887685693,"score_gpt":0.3052704728273156,"score_spread":0.2652997839504586,"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."}}