{"id":"W1978562299","doi":"10.3899/jrheum.100746","title":"The Clinical Utility of Measuring Complement and Anti-dsDNA Antibodies During Pregnancy in Patients with Systemic Lupus Erythematosus","year":2011,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":123,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Public Health Service; National Institute of Arthritis and Musculoskeletal and Skin Diseases; Johns Hopkins University; Arthritis Foundation","keywords":"Medicine; Pregnancy; Serology; Anti-dsDNA antibodies; Systemic lupus erythematosus; Antibody; Obstetrics; Lupus erythematosus; Connective tissue disease; Complement system; Internal medicine; Cohort; Immunology; Autoimmune disease; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002538366,0.0001695812,0.001004399,0.0001595718,0.0001325425,0.000007715788,0.0003446205,0.00008524183,0.00001401859],"category_scores_gemma":[0.0004470639,0.00007849894,0.00009448584,0.0001501593,0.0005875563,0.00007700179,0.0001641773,0.0004632403,0.000002012931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004434413,"about_ca_system_score_gemma":0.0001437131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009550565,"about_ca_topic_score_gemma":0.00007592756,"domain_scores_codex":[0.9965536,0.000756979,0.001605475,0.0001540421,0.000558857,0.000371065],"domain_scores_gemma":[0.997143,0.000768578,0.001047539,0.0004713399,0.0004612695,0.0001082984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002077006,0.000216543,0.9919551,0.001253054,0.0003037106,0.0000272026,0.003668001,4.131068e-7,0.00003592853,0.0000798628,0.00002917187,0.0003540292],"study_design_scores_gemma":[0.007543573,0.0005401869,0.8770861,0.009420264,0.0001059526,0.10083,0.004091056,0.00002999559,0.0001755641,0.00008650396,0.000004357903,0.00008644764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944414,0.004359637,0.00003449478,0.00008599711,0.0002814754,0.0006287426,0.000002107198,0.000007571868,0.0001585974],"genre_scores_gemma":[0.9968178,0.003012191,0.0001217469,0.00000254368,0.000005399775,0.000003880519,3.326941e-7,0.0000191908,0.00001691285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.114869,"threshold_uncertainty_score":0.3201094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06241825898238303,"score_gpt":0.3122090376810446,"score_spread":0.2497907786986615,"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."}}