{"id":"W2792710774","doi":"10.1016/j.semarthrit.2018.02.007","title":"What is the prevalence of cognitive impairment in lupus and which instruments are used to measure it? A systematic review and meta-analysis","year":2018,"lang":"en","type":"review","venue":"Seminars in Arthritis and Rheumatism","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":131,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; Toronto Western Hospital; University of Toronto","funders":"Arthritis Society","keywords":"Medicine; Meta-analysis; Systemic lupus erythematosus; Measure (data warehouse); Cognitive impairment; Cognition; Systematic review; MEDLINE; Psychiatry; Pathology; Data mining; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004230186,0.0005820765,0.008387151,0.0006781633,0.0000788376,0.0001147439,0.0002415395,0.0002730492,0.0001335418],"category_scores_gemma":[0.001122136,0.0003351682,0.0005123851,0.001511963,0.000240338,0.0001947034,0.0003248902,0.0004202763,0.000009470928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001154481,"about_ca_system_score_gemma":0.0001504756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006774221,"about_ca_topic_score_gemma":0.0006505931,"domain_scores_codex":[0.9944452,0.001322826,0.002065747,0.000840859,0.0009160016,0.000409354],"domain_scores_gemma":[0.9967802,0.001001021,0.0009236485,0.0007655484,0.0003046704,0.0002249823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000009303953,0.00007112155,0.001693251,0.9439945,0.01442981,0.00002855493,0.00622746,8.155613e-9,4.613821e-8,0.000003267495,0.0003013381,0.03324132],"study_design_scores_gemma":[0.0006502467,0.0002010641,0.00007468064,0.8762567,0.1165591,0.00378749,0.002064297,0.000005277532,4.355832e-7,0.00001177043,0.0001433503,0.0002455685],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003523027,0.9850359,0.00000155391,0.0007017829,0.00006694243,0.01041847,0.0002216146,0.000007519344,0.00002317355],"genre_scores_gemma":[0.004264684,0.9928109,0.00004862978,0.0001896382,0.00000620604,0.001891062,0.00001630418,0.00004150551,0.0007310617],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1021293,"threshold_uncertainty_score":0.9999101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06539047827480254,"score_gpt":0.3558905726321874,"score_spread":0.2905000943573849,"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."}}