{"id":"W3118297953","doi":"10.1136/annrheumdis-2020-218670","title":"New EULAR/ACR 2019 SLE Classification Criteria: defining ominosity in SLE","year":2021,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Internal medicine; Rheumatism; Rheumatology; Cohort; Systemic lupus erythematosus; Severity of illness; Disease; Physical therapy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006206689,0.001854348,0.001970535,0.008561353,0.001929172,0.00372708,0.002454106,0.002145725,0.004490354],"category_scores_gemma":[0.01150909,0.0005035863,0.002979657,0.003522334,0.001300728,0.002844466,0.00309924,0.003276117,0.002792241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002071365,"about_ca_system_score_gemma":0.003928376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008412592,"about_ca_topic_score_gemma":0.0102204,"domain_scores_codex":[0.9951819,0.001176874,0.001438165,0.0002912695,0.001167435,0.0007442929],"domain_scores_gemma":[0.9928613,0.001554495,0.001452921,0.0001820831,0.003182232,0.0007669467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003456729,0.0004310163,0.3942496,0.003762188,0.0009192448,0.007418496,0.001668131,0.004834102,0.007943097,0.02354204,0.1754118,0.3763636],"study_design_scores_gemma":[0.001257483,0.001236789,0.488745,0.01033963,0.002329981,0.04730529,0.004609985,0.01605288,0.005834769,0.03246337,0.3892228,0.0006020084],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.3368609,0.1957023,0.1237903,0.0424124,0.01105943,0.004386343,0.03054258,0.002097581,0.2531483],"genre_scores_gemma":[0.7098283,0.02605334,0.1924302,0.0106937,0.004102914,0.00341434,0.03001011,0.0005800176,0.022887],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.008561353,"threshold_uncertainty_score":0.03282452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07565037062497808,"score_gpt":0.3710258320724012,"score_spread":0.2953754614474231,"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."}}