{"id":"W3087420515","doi":"10.1177/0961203320958061","title":"Prevalence, involved domains, and predictor of cognitive dysfunction in systemic lupus erythematosus","year":2020,"lang":"en","type":"article","venue":"Lupus","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Guangdong Science and Technology Department","keywords":"Medicine; Logistic regression; Internal medicine; Systemic lupus erythematosus; Autoantibody; Immunology; Lupus erythematosus; Antibody; Gastroenterology; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005956838,0.000306534,0.0002626464,0.001078789,0.0002505916,0.0004057813,0.0002257308,0.0003076334,0.001159577],"category_scores_gemma":[0.002285699,0.0001499028,0.0002817951,0.0008241052,0.0002149707,0.0003402973,0.0002940982,0.0004358522,0.0001305882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001768119,"about_ca_system_score_gemma":0.0001965549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00132277,"about_ca_topic_score_gemma":0.001613953,"domain_scores_codex":[0.9996824,0.00009311063,0.00005732633,0.00005870521,0.00005891986,0.00004957922],"domain_scores_gemma":[0.9983797,0.0003362935,0.000846311,0.00005204361,0.000142217,0.0002433634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004373234,0.00001081032,0.9992065,0.000004861963,0.00001047391,0.00005172584,0.00001162826,0.00001477898,0.00004045981,0.000002749008,0.00001667189,0.0005855644],"study_design_scores_gemma":[0.000003194453,0.00006042841,0.999146,0.000006117411,0.00001269625,0.0005306332,0.00004552932,0.000105742,0.00002501366,0.00001555867,0.00004754702,0.000001587325],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999194,0.0004357981,0.000031608,0.00003142747,0.000003018823,0.000003029329,0.00009077258,0.000001796987,0.0002087127],"genre_scores_gemma":[0.9997371,0.00009977633,0.00003399941,0.000007431146,0.000006807617,0.000002263389,0.00007826561,3.578596e-7,0.00003401946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00132277,"threshold_uncertainty_score":0.003879189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02258470615116621,"score_gpt":0.2677970332953719,"score_spread":0.2452123271442057,"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."}}