{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004357043,0.0001910905,0.0004432083,0.001441282,0.0006391494,0.0005290764,0.0002957227,0.0004426423,0.003144009],"category_scores_gemma":[0.001793476,0.0002082588,0.0002235836,0.001661652,0.0003740787,0.0003540843,0.0004398167,0.0003535968,0.0004448076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004131146,"about_ca_system_score_gemma":0.0005618091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005979752,"about_ca_topic_score_gemma":0.006151015,"domain_scores_codex":[0.9994377,0.0001338038,0.00008820376,0.0001081402,0.0001063399,0.0001257662],"domain_scores_gemma":[0.9975509,0.0004366673,0.001195737,0.00007592578,0.0001866783,0.0005541037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001118907,0.0000496091,0.9972408,0.00001050601,0.000007061369,0.001340932,0.0001128851,0.00001706348,0.0004134249,0.00001141138,0.000134198,0.0005502332],"study_design_scores_gemma":[0.00001515955,0.0002343974,0.9946938,0.000009557153,0.000008798837,0.004490622,0.000240671,0.00008052724,0.00006457064,0.000009704333,0.0001481679,0.000003902197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988281,0.0001380711,0.00003044046,0.00002311497,0.000004618617,0.00001809479,0.0002899464,0.000004147531,0.0006633227],"genre_scores_gemma":[0.9993518,0.00007058217,0.00005790791,0.00005015408,0.00001913029,0.00001248511,0.0002779026,0.000001281719,0.0001586564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005979752,"threshold_uncertainty_score":0.01188987,"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."}}