{"id":"W2951200598","doi":"10.1111/all.13949","title":"Biomarkers and clinical characteristics of autoimmune chronic spontaneous urticaria: Results of the PURIST Study","year":2019,"lang":"en","type":"article","venue":"Allergy","topic":"Urticaria and Related Conditions","field":"Medicine","cited_by":229,"is_retracted":false,"has_abstract":true,"ca_institutions":"AllerGen; University of Toronto","funders":"","keywords":"Medicine; Chronic urticaria; Immunology; Immunopathology; Dermatology; Autoimmune disease; Allergy; Antibody","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":[0.0009667188,0.0003514532,0.0004217704,0.0004863783,0.0002462345,0.0005923584,0.0002692565,0.0003691736,0.001035574],"category_scores_gemma":[0.002305693,0.000153261,0.0003655466,0.0006277885,0.0001863521,0.0003981879,0.0003980247,0.0003398531,0.0002066279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000160282,"about_ca_system_score_gemma":0.0001732302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007263335,"about_ca_topic_score_gemma":0.00073213,"domain_scores_codex":[0.9994466,0.0002089306,0.00005852508,0.00009774065,0.0001134166,0.0000748685],"domain_scores_gemma":[0.9984545,0.0002706174,0.0007409618,0.00008066397,0.0001827065,0.0002705861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001606545,0.00002411833,0.999012,0.000004580791,0.00003712032,0.00005198973,0.00002022576,0.00001468332,0.0001022045,0.000004627713,0.00002492411,0.0005428843],"study_design_scores_gemma":[0.0000144794,0.0001381012,0.9992286,0.000003040297,0.0000313987,0.0002977282,0.00005973765,0.000072841,0.00003403833,0.000006570945,0.000111613,0.000001834645],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992648,0.0002345218,0.00003649865,0.00001837089,0.000003438018,0.000009325284,0.0001530061,0.00000118116,0.0002789053],"genre_scores_gemma":[0.9995577,0.00004706133,0.00004465521,0.00001023651,0.00001060833,0.000009111804,0.0002510863,7.81822e-7,0.00006873967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001035574,"threshold_uncertainty_score":0.005112529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0104250384119858,"score_gpt":0.2688427364496785,"score_spread":0.2584176980376927,"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."}}