{"id":"W2030703627","doi":"10.1177/0961203310385738","title":"Autoantibodies in systemic lupus erythematosus: comparison of historical and current assessment of seropositivity","year":2011,"lang":"en","type":"article","venue":"Lupus","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":106,"is_retracted":false,"has_abstract":true,"ca_institutions":"Capital District Health Authority; McGill University; Dalhousie University; Toronto Western Hospital","funders":"National Center for Research Resources; National Institute of Arthritis and Musculoskeletal and Skin Diseases","keywords":"Medicine; Extractable nuclear antigens; Autoantibody; Immunology; Rheumatoid factor; Serology; Antibody; Anti-nuclear antibody; Systemic lupus erythematosus; Titer; Antigen; Internal medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.0006518487,0.0002096582,0.00118197,0.0003554476,0.0000294429,0.000005268229,0.0001461068,0.0001217655,0.00003256078],"category_scores_gemma":[0.0001096094,0.0001706226,0.0001103731,0.0002867668,0.0001568882,0.00007812065,0.0001483145,0.0003164379,0.000004409635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006326298,"about_ca_system_score_gemma":0.0001837553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003332192,"about_ca_topic_score_gemma":0.00007598646,"domain_scores_codex":[0.9975778,0.0002039967,0.0009154842,0.0003376354,0.0006335123,0.0003315578],"domain_scores_gemma":[0.99865,0.0001931751,0.0003389026,0.0004723007,0.0001971936,0.0001484245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001645031,0.0007717795,0.9790769,0.005400806,0.00006410136,0.00003285806,0.005915169,0.000001173155,0.005991103,0.000880922,0.0008999747,0.0008007631],"study_design_scores_gemma":[0.03844373,0.00750044,0.6194265,0.05918249,0.0014437,0.1438605,0.0332208,0.0297221,0.05935818,0.001439526,0.003782145,0.002619836],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860469,0.008578621,0.000554404,0.00003817029,0.001858513,0.000720573,0.000006742506,0.0000365256,0.00215952],"genre_scores_gemma":[0.9977387,0.0003328717,0.001140559,0.000002596067,0.00003346494,0.00003188641,0.000004961866,0.00002533088,0.0006896808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3596503,"threshold_uncertainty_score":0.6957786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06657601998012783,"score_gpt":0.3640515286720962,"score_spread":0.2974755086919684,"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."}}