{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002136857,0.00009406911,0.000356598,0.00004125347,0.00003489819,0.00000408795,0.0001082082,0.000124556,0.0000995163],"category_scores_gemma":[0.0001759551,0.00006037933,0.0001117141,0.0001326816,0.0002182022,0.00001664151,0.0000894797,0.0002044074,0.00001199634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002111376,"about_ca_system_score_gemma":0.0001567499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001273323,"about_ca_topic_score_gemma":0.00004051295,"domain_scores_codex":[0.9987608,0.00009249241,0.000643872,0.0001883088,0.0001800111,0.00013452],"domain_scores_gemma":[0.9989176,0.0002022979,0.0002028881,0.000534146,0.00008557204,0.00005753591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01476883,0.01697253,0.7006402,0.0003183967,0.0823824,0.002205686,0.006091586,0.00002540159,0.1270124,0.008048507,0.004966449,0.03656766],"study_design_scores_gemma":[0.004266571,0.001496805,0.9905846,0.00009662953,0.001093886,0.0001512512,0.000184679,0.0003049202,0.0001365701,0.00002457202,0.001590688,0.00006882441],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953766,0.0002080124,0.00000168976,0.0007648979,0.000457263,0.0004635896,0.00002886267,0.00001439782,0.002684656],"genre_scores_gemma":[0.9986081,0.000223384,0.00002521265,0.00003086097,0.00004804515,0.000003221237,0.00001921534,0.00001203138,0.001029892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2899444,"threshold_uncertainty_score":0.2462198,"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."}}