{"id":"W2471808125","doi":"10.1503/cmaj.150951","title":"Chronic spontaneous urticaria","year":2016,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Urticaria and Related Conditions","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stornoway Diamond (Canada); University of Toronto; University of British Columbia; Vancouver Coastal Health","funders":"","keywords":"Angioedema; Medicine; Dermatology; Chronic urticaria","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004386613,0.00008661803,0.0001667321,0.0001563454,0.0002002718,0.00003030972,0.00009725878,0.0004297748,0.02515966],"category_scores_gemma":[0.001506,0.00005429726,0.00011324,0.0001496568,0.00004932634,0.00006596727,0.00000688128,0.0006203626,0.001484428],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002479212,"about_ca_system_score_gemma":0.005768894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002895234,"about_ca_topic_score_gemma":0.005691414,"domain_scores_codex":[0.9981715,0.0000680201,0.000302214,0.0001158043,0.0008652368,0.0004771979],"domain_scores_gemma":[0.9970667,0.000150693,0.00008128031,0.0001049144,0.0002735336,0.002322833],"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":[0.00005183205,0.000114175,0.0601239,0.000008058812,0.004175188,0.05517729,0.0003174636,0.000001413913,0.003933964,0.01286016,0.5208156,0.342421],"study_design_scores_gemma":[0.003706682,0.000281622,0.05260335,0.00029998,0.0007760349,0.03820985,0.00006691306,0.00007714975,0.00009828807,0.001056101,0.902615,0.0002091074],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2797413,0.0008188906,0.0007904812,0.6592197,0.002996896,0.0002705,0.00004802688,0.0001024457,0.05601167],"genre_scores_gemma":[0.9808699,0.0003300764,0.00006730943,0.006191151,0.003930431,0.000004692754,0.000005495819,0.00001930223,0.008581622],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7011286,"threshold_uncertainty_score":0.9998675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004580493262612716,"score_gpt":0.218526029119763,"score_spread":0.2139455358571502,"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."}}