{"id":"W1980851493","doi":"10.1177/0961203311405374","title":"Cognitive dysfunction in SLE: development of a screening tool","year":2011,"lang":"en","type":"article","venue":"Lupus","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Medicine; Neuropsychological assessment; Neuropsychology; Gold standard (test); Cognition; Neuropsychological testing; Cognitive impairment; Internal medicine; Neuropsychological test; Physical therapy; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003863286,0.00008573145,0.0002263254,0.0002061635,0.00002324771,0.000002855659,0.00005045968,0.00006751913,0.000259125],"category_scores_gemma":[0.0002078151,0.00007202095,0.00003337736,0.0002542421,0.00003869336,0.00005408071,0.00004724,0.0001274084,0.00007556398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000825937,"about_ca_system_score_gemma":0.000142066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005561478,"about_ca_topic_score_gemma":0.00006094354,"domain_scores_codex":[0.9989408,0.0000393248,0.0003250105,0.0001702577,0.0003132038,0.0002114435],"domain_scores_gemma":[0.9995452,0.000064753,0.00006495373,0.0001347882,0.0001331362,0.00005721987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006932376,0.0001432851,0.9566735,0.0003188231,0.00006696277,0.00006931114,0.01281552,1.174639e-7,0.002900215,0.00004800545,0.0003430451,0.02592796],"study_design_scores_gemma":[0.03630492,0.001442412,0.5376221,0.01738356,0.0002240117,0.01724578,0.0463111,0.001059713,0.332547,0.0002637515,0.008524409,0.001071228],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834572,0.0001478945,0.003435998,0.00001358803,0.0004737785,0.0004641596,9.965845e-7,0.00002644745,0.01197992],"genre_scores_gemma":[0.9893193,0.000006263931,0.005958568,0.00002686986,0.00002872087,0.00005379658,0.000008360782,0.00001278707,0.004585329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4190514,"threshold_uncertainty_score":0.2936929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07652591817713486,"score_gpt":0.3049795321817933,"score_spread":0.2284536140046584,"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."}}