{"id":"W3001496327","doi":"","title":"Performance of the EULAR/ACR 2019 Classifi cation Criteria for Systemic Lupus Erythematosus in Men, Diverse Ethnicities, and Early Disease","year":2019,"lang":"en","type":"article","venue":"Arthritis & Rheumatism","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Ethnic group; Systemic disease; Dermatology; Lupus erythematosus; Disease; Systemic lupus erythematosus; Systemic lupus; Internal medicine; Immunology; Antibody; Anthropology; Sociology","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":[0.008429494,0.0009833636,0.001357262,0.002611644,0.001610179,0.00216367,0.0010188,0.001240661,0.002818217],"category_scores_gemma":[0.0132358,0.0002864458,0.001504221,0.001383822,0.0006637495,0.001172593,0.00164062,0.0008554718,0.0007953452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009231332,"about_ca_system_score_gemma":0.001986003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007488625,"about_ca_topic_score_gemma":0.01261825,"domain_scores_codex":[0.994317,0.001971918,0.0008707318,0.0005057837,0.001641829,0.0006928094],"domain_scores_gemma":[0.9900448,0.00228022,0.003773686,0.0004450999,0.002441493,0.001014642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004691282,0.00007789108,0.9844311,0.0001058028,0.0002016158,0.0001402371,0.0001932213,0.0002197538,0.0003707654,0.0003204933,0.003437584,0.01003239],"study_design_scores_gemma":[0.00003762984,0.0002457945,0.9921378,0.0001856563,0.0001895254,0.0007746827,0.0004197877,0.00101613,0.0003323114,0.000460131,0.004170703,0.00002985479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9305707,0.01201431,0.003804068,0.003365914,0.00078471,0.0002596543,0.004953987,0.0001357327,0.04411097],"genre_scores_gemma":[0.9942637,0.0006801158,0.001445017,0.000338677,0.0001995614,0.00007342525,0.001905082,0.00002268181,0.001071653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008429494,"threshold_uncertainty_score":0.04457998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01843049191052467,"score_gpt":0.2720859829576404,"score_spread":0.2536554910471158,"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."}}