{"id":"W3081489503","doi":"10.4103/1319-2442.292313","title":"Cognitive Dysfunction in Patients with Chronic Kidney Disease","year":2020,"lang":"en","type":"article","venue":"Saudi Journal of Kidney Diseases and Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Montreal Cognitive Assessment; Kidney disease; Internal medicine; Univariate analysis; Renal function; Gastroenterology; Cognition; Multivariate analysis; Hemodialysis; Group B; Mini–Mental State Examination; Cognitive impairment; Stage (stratigraphy); Disease; 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":[0.0005178383,0.0002806631,0.0004541308,0.0008531273,0.0005750281,0.0005446539,0.0001773984,0.000390029,0.0009067652],"category_scores_gemma":[0.001947558,0.0001681083,0.000383614,0.000920961,0.0002703062,0.0003918736,0.000394671,0.0005412981,0.0001580432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002517966,"about_ca_system_score_gemma":0.0003114408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004337886,"about_ca_topic_score_gemma":0.005099218,"domain_scores_codex":[0.9996479,0.0000771229,0.00004260849,0.00005409533,0.0001057482,0.00007254173],"domain_scores_gemma":[0.9993448,0.0001045259,0.0002603874,0.00002464288,0.00009275416,0.000172824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009470469,0.00004940966,0.9984931,0.000007273773,0.00002724178,0.00007139705,0.00005176893,0.00001723905,0.00008066971,0.000005200216,0.00005330595,0.001048763],"study_design_scores_gemma":[0.000005616964,0.0001274791,0.999503,0.000003166604,0.00001048336,0.0001712605,0.00005680323,0.00004108912,0.00001240763,0.0000106796,0.000056179,0.000001918761],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988738,0.0003637426,0.00003363544,0.0000559725,0.000009206123,0.000009603925,0.00009297926,0.000002192957,0.0005588825],"genre_scores_gemma":[0.9995976,0.0001108698,0.00003285028,0.00004527851,0.00001274161,0.000005152368,0.000110668,3.572849e-7,0.00008453518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004337886,"threshold_uncertainty_score":0.008625269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006809744623096217,"score_gpt":0.221844326369628,"score_spread":0.2150345817465318,"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."}}