{"id":"W2026718929","doi":"10.1159/000357803","title":"Variability of Cognitive Performance during Hemodialysis: Standardization of Cognitive Assessment","year":2014,"lang":"en","type":"article","venue":"Dementia and Geriatric Cognitive Disorders","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hemodialysis; Montreal Cognitive Assessment; Medicine; Dialysis; Cognition; Trail Making Test; Population; Effects of sleep deprivation on cognitive performance; Internal medicine; Cognitive impairment; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01023268,0.0003495507,0.0004869927,0.0006326341,0.0003475914,0.000653067,0.0005955421,0.0003684179,0.0003318419],"category_scores_gemma":[0.01880744,0.00009162278,0.000332525,0.00057487,0.0005203008,0.0004153631,0.0006505143,0.0003565605,0.0001542994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002892259,"about_ca_system_score_gemma":0.0006271157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001002817,"about_ca_topic_score_gemma":0.0008590365,"domain_scores_codex":[0.9925694,0.004633199,0.0009704186,0.0005047783,0.001123617,0.0001986224],"domain_scores_gemma":[0.9906828,0.003696904,0.001661047,0.001755839,0.001860898,0.0003425316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001082632,0.0005143109,0.8643909,0.0002460789,0.0001972748,0.00006746863,0.001026999,0.0007847688,0.004200709,0.0002034012,0.0007584628,0.1265269],"study_design_scores_gemma":[0.00003281668,0.0007802303,0.9936115,0.00005881088,0.00007087293,0.0002660503,0.0002829553,0.001009611,0.002508356,0.0002735303,0.001086222,0.00001904645],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781884,0.001877452,0.01614689,0.0002070655,0.0001123561,0.000430011,0.0003029894,0.00009888055,0.002635881],"genre_scores_gemma":[0.994034,0.0001850126,0.005238852,0.0000362549,0.00005005872,0.0001495387,0.0002303654,0.00000804549,0.00006804286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01023268,"threshold_uncertainty_score":0.05411619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004023689690446515,"score_gpt":0.2444256126238582,"score_spread":0.2404019229334117,"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."}}