{"id":"W3214210185","doi":"10.12659/msm.934282","title":"Cognitive Dysfunction and Health-Related Quality of Life in Patients with End-Stage Renal Disease Undergoing Hemodialysis in Comparison with Patients Undergoing Peritoneal Dialysis: A Cross-Sectional Study","year":2021,"lang":"en","type":"article","venue":"Medical Science Monitor","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Peritoneal dialysis; Hemodialysis; Quality of life (healthcare); Dialysis; Montreal Cognitive Assessment; Kidney disease; Cognition; Univariate analysis","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":[0.0009410707,0.0002458432,0.0004688451,0.0007457823,0.0005059355,0.0006211349,0.0002309658,0.0004730072,0.0008840064],"category_scores_gemma":[0.002030832,0.00025615,0.0005702681,0.0009596239,0.0002450602,0.0004546432,0.0003222626,0.000649044,0.0001394082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002074514,"about_ca_system_score_gemma":0.0002477159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002520614,"about_ca_topic_score_gemma":0.003035605,"domain_scores_codex":[0.9995572,0.0001320872,0.00006476851,0.00007945017,0.000092093,0.00007430188],"domain_scores_gemma":[0.9987549,0.0002971485,0.0004717686,0.00005408284,0.0001191805,0.0003030177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006616642,0.00006867895,0.999332,0.000006283025,0.00005779686,0.00003135491,0.00006214046,0.00000932641,0.00004768575,0.000003846436,0.00001657186,0.0002981084],"study_design_scores_gemma":[0.00000915659,0.0001896281,0.9993206,0.000002897164,0.00003133706,0.0001421858,0.0001818283,0.0000486445,0.00001272847,0.000006887424,0.00005167992,0.000002368214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996413,0.0001450491,0.00002245111,0.00001805732,0.000004256262,0.000004027635,0.00006421266,5.296951e-7,0.000100051],"genre_scores_gemma":[0.999684,0.00008008598,0.00003447123,0.00003478844,0.00001000565,0.000006794751,0.0001121554,3.471324e-7,0.00003744176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002520614,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03468758816883234,"score_gpt":0.3366563630159993,"score_spread":0.3019687748471669,"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."}}