{"id":"W4414346931","doi":"10.1093/ced/llaf403","title":"Schnitzler syndrome without monoclonal gammopathy: a  systematic review and case presentation","year":2025,"lang":"en","type":"article","venue":"Clinical and Experimental Dermatology","topic":"Inflammasome and immune disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Bausch Health","keywords":"Monoclonal gammopathy; Prednisone; Monoclonal; Population; Omalizumab; Monoclonal antibody therapy; Presentation (obstetrics)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001330164,0.0001316539,0.0004314923,0.00002898215,0.00009098253,0.00001676847,0.00006531063,0.0001397386,0.0000104271],"category_scores_gemma":[0.0001012679,0.0001114682,0.00006957377,0.00004337548,0.0002491681,0.000007507218,0.000147093,0.00008342208,0.000008264304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002616184,"about_ca_system_score_gemma":0.00002447134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000757227,"about_ca_topic_score_gemma":0.000003153884,"domain_scores_codex":[0.9988739,0.0001795192,0.0004834607,0.0002815477,0.00003614662,0.0001454457],"domain_scores_gemma":[0.9996153,0.00002999225,0.00007959127,0.0001902493,0.00002839048,0.00005649593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002109686,0.003632436,0.3742886,0.4162365,0.005479841,0.008933022,0.001422619,0.000004115052,0.1320318,0.00995905,0.04375887,0.002143457],"study_design_scores_gemma":[0.03837534,0.006118448,0.03057443,0.05361347,0.008030451,0.4014747,0.01708421,0.001811614,0.4117366,0.002740606,0.02216805,0.006272058],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8900412,0.1083604,0.00005652284,0.0004491901,0.0001303784,0.0005201488,0.000003113476,0.0000102434,0.0004287704],"genre_scores_gemma":[0.9934548,0.003547672,0.00009198956,0.002368187,0.00001159391,0.0001261331,0.0000350572,0.000007750633,0.0003568569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3925417,"threshold_uncertainty_score":0.454554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01216159540035561,"score_gpt":0.3424012320034088,"score_spread":0.3302396366030532,"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."}}