{"id":"W1997584943","doi":"10.1186/1710-1492-10-s1-a27","title":"Chronic Spontaneous Urticaria – the Saskatchewan experience and questionnaire survey","year":2014,"lang":"en","type":"article","venue":"Allergy Asthma and Clinical Immunology","topic":"Urticaria and Related Conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Questionnaire; Medicine; Psychology; Family medicine; Sociology; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004075515,0.0001408079,0.0003092569,0.00002881398,0.0002322453,0.00002149744,0.000102519,0.0003274312,0.0001449045],"category_scores_gemma":[0.0005632848,0.0000907869,0.00006992809,0.00008805205,0.001201226,0.00003847,0.00009857829,0.0005160217,0.00004194661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001825273,"about_ca_system_score_gemma":0.0001117996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004405195,"about_ca_topic_score_gemma":0.001640269,"domain_scores_codex":[0.9984683,0.0004480754,0.0004022667,0.0003325316,0.00008260625,0.0002662602],"domain_scores_gemma":[0.9986712,0.000680511,0.00007097051,0.0003714342,0.0000750234,0.0001308651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003573548,0.001766318,0.2457575,0.00003528035,0.01833612,0.001457563,0.008052879,0.00001605341,0.01138745,0.1041984,0.001845626,0.6035733],"study_design_scores_gemma":[0.001416046,0.001384044,0.981849,0.00004331511,0.0001615667,0.001860007,0.000328577,0.000493019,0.00002693655,0.0007125931,0.01159406,0.0001308693],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908145,0.002502155,0.0003746002,0.005006031,0.0004493892,0.0001375139,0.000001980564,0.00005426107,0.0006595446],"genre_scores_gemma":[0.9963203,0.001815816,0.00005898884,0.000628304,0.0001984627,0.00001601285,0.00001858017,0.000013345,0.0009301839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7360915,"threshold_uncertainty_score":0.4425969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01381262442408041,"score_gpt":0.2943766126915149,"score_spread":0.2805639882674344,"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."}}