{"id":"W1972663806","doi":"10.3899/jrheum.100007","title":"Prolonged Serologically Active Clinically Quiescent Systemic Lupus Erythematosus: Frequency and Outcome","year":2010,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":142,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Internal medicine; Serology; Systemic lupus erythematosus; Population; Systemic disease; Gastroenterology; Arthritis; Connective tissue disease; Lupus erythematosus; Immunopathology; Immunology; Disease; Autoimmune disease; Antibody","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.004081753,0.0002752926,0.001367096,0.0002311342,0.0001461975,0.00002454297,0.0005696988,0.0004144485,0.0001511793],"category_scores_gemma":[0.003152222,0.0001443367,0.0002159379,0.0001922968,0.0007326189,0.0001172309,0.0001798904,0.001978107,0.00006106885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007416328,"about_ca_system_score_gemma":0.0003731796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004079647,"about_ca_topic_score_gemma":0.0000552987,"domain_scores_codex":[0.9960269,0.0006692803,0.001900192,0.0002416198,0.0006282264,0.0005337613],"domain_scores_gemma":[0.9953248,0.001788896,0.001256456,0.0006239451,0.0006534182,0.0003525055],"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":[0.001959676,0.0001510706,0.9839064,0.0005270229,0.000315269,0.0001263791,0.002621128,4.431233e-7,0.008637867,0.000717523,0.000499394,0.0005377952],"study_design_scores_gemma":[0.00408358,0.001250133,0.01561151,0.000601563,0.0002080152,0.9737539,0.002883012,0.00005241286,0.0001068337,0.001200336,0.0001007412,0.00014794],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919991,0.0007923308,0.0001651832,0.004537547,0.001314326,0.0007280467,0.000003226215,0.00004042588,0.0004197742],"genre_scores_gemma":[0.9976017,0.001015784,0.0008737211,0.0002316267,0.00005487575,0.00001353205,9.508999e-7,0.00003659236,0.0001711432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9736276,"threshold_uncertainty_score":0.8593999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02985480741978523,"score_gpt":0.3262823436744564,"score_spread":0.2964275362546712,"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."}}