{"id":"W2969750260","doi":"10.17816/nb15659","title":"Cognitive impairment in patients on hemodialysis","year":2019,"lang":"en","type":"article","venue":"Neurological Bulletin","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Hemodialysis; Medicine; Dialysis; Cognitive impairment; Cognition; Internal medicine; Verbal fluency test; Physical therapy; Audiology; Disease; Psychiatry; Neuropsychology","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":[0.0003402556,0.0002888972,0.000488429,0.0008451263,0.0006747346,0.0005493956,0.0001729382,0.000344783,0.001085383],"category_scores_gemma":[0.001561403,0.0001367801,0.0003237762,0.0008565905,0.0002434725,0.0003292679,0.0004001941,0.0005421044,0.0001863919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002511619,"about_ca_system_score_gemma":0.0002902095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003640604,"about_ca_topic_score_gemma":0.002943217,"domain_scores_codex":[0.9997109,0.00005339163,0.00003631273,0.00004432307,0.00007820559,0.00007691137],"domain_scores_gemma":[0.9994746,0.00008358985,0.0001799917,0.00002055679,0.00007183815,0.0001693632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001247897,0.00009300019,0.9970552,0.00001671878,0.00002933621,0.0002945734,0.0001616769,0.00001716188,0.0001184791,0.00001073171,0.00007936694,0.00199892],"study_design_scores_gemma":[0.00000600562,0.0001871428,0.9986686,0.000006747729,0.00001899534,0.0006721449,0.0002326562,0.00003773468,0.00002477293,0.00002483103,0.0001174762,0.000002918493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99892,0.0003596197,0.00002367997,0.00003518581,0.000008432626,0.000006711807,0.00008034104,0.0000017969,0.0005641873],"genre_scores_gemma":[0.9996118,0.0001239207,0.0000222186,0.00003309233,0.00001658557,0.000005231989,0.0000880259,3.675679e-7,0.00009881165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003640604,"threshold_uncertainty_score":0.007238805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009023697960947732,"score_gpt":0.2313264165285369,"score_spread":0.2223027185675892,"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."}}