{"id":"W3194391821","doi":"10.1016/s0140-6736(21)01430-6","title":"Vacuoles, E1 enzyme, X-linked, autoinflammatory, somatic (VEXAS) syndrome: fevers, myalgia, arthralgia, auricular chondritis, and erythema nodosum","year":2021,"lang":"en","type":"article","venue":"The Lancet","topic":"Otitis Media and Relapsing Polychondritis","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"National Institutes of Health","keywords":"myalgia; Medicine; Dermatology; Erythema nodosum; Immunology; Pathology; Disease","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003143261,0.000338219,0.0009828304,0.0000878337,0.0002666181,0.0001189239,0.0002526635,0.0002533424,0.0005814614],"category_scores_gemma":[0.0002238781,0.0002522253,0.0001821113,0.0003142105,0.0002900801,0.0001234172,0.0001516191,0.000658491,0.0003434619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006720508,"about_ca_system_score_gemma":0.0002018596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003802901,"about_ca_topic_score_gemma":0.00004587549,"domain_scores_codex":[0.9976441,0.0001737037,0.0004582051,0.0004997847,0.0005232166,0.0007010112],"domain_scores_gemma":[0.9982288,0.0001761665,0.0001434444,0.001067248,0.00009331723,0.0002909941],"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":[0.0002109041,0.0006427607,0.06682864,0.003371812,0.001192117,0.02609584,0.002928987,0.00001231016,0.03180012,0.005537636,0.8477777,0.01360115],"study_design_scores_gemma":[0.01824081,0.0005390637,0.2878187,0.006137764,0.001328153,0.06415175,0.001185575,0.0006779852,0.01129316,0.003592697,0.6035151,0.001519177],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9353741,0.0325979,0.0001846102,0.0207446,0.006302972,0.0006787997,0.00007498389,0.0004277976,0.003614268],"genre_scores_gemma":[0.8946869,0.00903792,0.006000212,0.003319082,0.002148638,0.00009089484,0.0002499209,0.0001881194,0.08427832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2442626,"threshold_uncertainty_score":0.999993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01433614728548524,"score_gpt":0.2428788725673247,"score_spread":0.2285427252818395,"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."}}