{"id":"W7160077692","doi":"10.13129/2282-1619/mjcp-5117","title":"Screening for Cognitive Dysfunction in Systemic Lupus Erythematosus: a Systematic Review","year":2025,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; Systemic lupus erythematosus; Disease; Inclusion and exclusion criteria; Montreal Cognitive Assessment; Systemic lupus; Lupus erythematosus","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":[0.005360834,0.001242859,0.007009914,0.009367343,0.0005989867,0.001946496,0.001767736,0.001815609,0.004450395],"category_scores_gemma":[0.02636887,0.000704957,0.005699853,0.01086116,0.0007280317,0.001925842,0.001095204,0.000820871,0.0002729518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002959805,"about_ca_system_score_gemma":0.01061599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007791909,"about_ca_topic_score_gemma":0.02123638,"domain_scores_codex":[0.9955446,0.001331283,0.001776712,0.0003771638,0.0008131688,0.0001569963],"domain_scores_gemma":[0.9782308,0.01557024,0.003984723,0.0002307418,0.001717137,0.0002663127],"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":[0.0001501132,0.00001454997,0.0009553211,0.9711587,0.005085594,0.00009464622,0.0001098372,0.00005174708,0.00007694903,0.00008629495,0.000985979,0.02123024],"study_design_scores_gemma":[0.0002679705,0.0002194455,0.005857235,0.9269482,0.05622179,0.0004740937,0.0002736443,0.00009300783,0.0001155865,0.0001650684,0.009330073,0.00003386594],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001720942,0.9966717,0.0001211144,0.0002554917,0.00007808221,0.0003627138,0.0005222491,0.000008852106,0.0002588223],"genre_scores_gemma":[0.02113118,0.976595,0.0005919741,0.0005026468,0.00008501901,0.0006730732,0.0003184003,0.000003703617,0.00009911294],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009367343,"threshold_uncertainty_score":0.02835113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2171704806436879,"score_gpt":0.5525768838052301,"score_spread":0.3354064031615421,"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."}}