{"id":"W2078443837","doi":"10.1186/ar4652","title":"Serological features of systemic lupus erythematosus diagnosed after referral through a rheumatology triage system because of positive antinuclear antibodies","year":2014,"lang":"en","type":"article","venue":"Arthritis Research & Therapy","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research; Canadian Arthritis Network; National Institute of Arthritis and Musculoskeletal and Skin Diseases; Arthritis Society; Lupus Research Alliance; National Institutes of Health; Lupus Foundation of America; Central New York Community Foundation","keywords":"Rheumatology; Medicine; Anti-nuclear antibody; Triage; Internal medicine; Serology; Referral; Systemic lupus erythematosus; Systemic lupus; Autoantibody; Antibody; Physical therapy; Dermatology; Immunology; Family medicine; Emergency medicine; Disease","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003906896,0.0004706335,0.002286697,0.0006692295,0.0002186674,0.00005957226,0.000622481,0.0005425813,0.0001805779],"category_scores_gemma":[0.001652545,0.0003546292,0.0004503547,0.0008843429,0.001498063,0.0002334169,0.0003088857,0.0009835863,0.00011013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001844261,"about_ca_system_score_gemma":0.0003235643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007313077,"about_ca_topic_score_gemma":0.0001175355,"domain_scores_codex":[0.9909598,0.003211794,0.001448471,0.0008996,0.002112519,0.001367774],"domain_scores_gemma":[0.9930632,0.003236654,0.0004026532,0.001417313,0.001558576,0.0003216214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.03237328,0.002344427,0.7328635,0.01294771,0.002197835,0.004213348,0.03919692,0.00000516051,0.1218181,0.02706278,0.008824984,0.01615197],"study_design_scores_gemma":[0.1210489,0.03615182,0.1555453,0.1219248,0.0002261327,0.3702087,0.08236576,0.0005173936,0.1015776,0.003088156,0.00451339,0.002832097],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9707668,0.02274168,0.00006431615,0.0004592439,0.0002874137,0.002692689,0.00008897309,0.0001538912,0.00274498],"genre_scores_gemma":[0.975243,0.0231677,0.0005134383,0.00005564409,0.0001288922,0.0003441183,0.00003146704,0.0001153229,0.0004003668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5773182,"threshold_uncertainty_score":0.9998906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04348047944926469,"score_gpt":0.3432200086267399,"score_spread":0.2997395291774752,"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."}}