{"id":"W3199835680","doi":"10.1111/1744-9987.13740","title":"Factors that contribute to the cognitive impairment in elderly dialysis patients","year":2021,"lang":"en","type":"article","venue":"Therapeutic Apheresis and Dialysis","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Medicine; Dialysis; Cognition; Trail Making Test; Wechsler Adult Intelligence Scale; Internal medicine; Cognitive test; Memory span; Cognitive impairment; Pediatrics; Working memory; 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":[0.0002175197,0.0002574339,0.000291025,0.0007812346,0.0005343989,0.0004240223,0.0001517944,0.0002800782,0.0008910295],"category_scores_gemma":[0.001029888,0.0001060838,0.0002732549,0.0006944928,0.0001559777,0.0002789353,0.0003130933,0.000387785,0.0001427428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001849173,"about_ca_system_score_gemma":0.000255633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002872387,"about_ca_topic_score_gemma":0.003371124,"domain_scores_codex":[0.9998277,0.00002663646,0.00003251827,0.00002417318,0.00004632191,0.00004246362],"domain_scores_gemma":[0.9995833,0.00003759768,0.0002222872,0.00001178058,0.00005102518,0.00009405091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005410823,0.0000324635,0.9979315,0.0000123274,0.00002222008,0.000193416,0.00004876919,0.00001814599,0.0001179344,0.000006805413,0.00006488215,0.00149749],"study_design_scores_gemma":[0.000002571265,0.00005464143,0.9989079,0.000006168755,0.00001942708,0.0006337226,0.0001275369,0.00006487618,0.00003046633,0.00002055759,0.0001297613,0.000002292079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998398,0.0008652484,0.00005289758,0.00006430397,0.000009005003,0.00000824637,0.0001249957,0.000003051213,0.0004741702],"genre_scores_gemma":[0.9994602,0.0002300897,0.00005514917,0.00003223674,0.0000224141,0.000004243835,0.0001099303,5.144077e-7,0.0000851799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002872387,"threshold_uncertainty_score":0.005711377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02494925002349815,"score_gpt":0.2690231031040305,"score_spread":0.2440738530805324,"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."}}