{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007101131,0.0002249446,0.0005694384,0.000286066,0.0001212163,0.00001812501,0.00004737986,0.00006496177,0.000232556],"category_scores_gemma":[0.0005855103,0.0002011913,0.000209225,0.0005304218,0.0002171721,0.0001212347,0.0001004544,0.0000989378,0.000002467448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000221454,"about_ca_system_score_gemma":0.00008243929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002520015,"about_ca_topic_score_gemma":0.000007983714,"domain_scores_codex":[0.9980784,0.000232697,0.0005513894,0.0004298022,0.0004688852,0.0002388274],"domain_scores_gemma":[0.9983528,0.0004136123,0.0003681215,0.0001219887,0.0006245175,0.0001189982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001897116,0.001826161,0.8812866,0.002133238,0.003687627,0.000002386501,0.001291606,0.00004479465,0.0006491783,0.000297892,0.00001488754,0.1068686],"study_design_scores_gemma":[0.006821983,0.0005446941,0.9795189,0.0007337303,0.006417138,8.178794e-7,0.002393725,0.001248689,0.001872583,0.0001938741,0.00002288716,0.0002310047],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9313413,0.0002923801,0.05773648,0.00003983064,0.00006190879,0.0008562203,0.0001287343,0.00001917499,0.009523951],"genre_scores_gemma":[0.9983153,0.001002542,0.0001258185,0.00005359654,0.00004296835,0.00007164999,0.00033487,0.00001795492,0.00003530223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1066376,"threshold_uncertainty_score":0.8204345,"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."}}