{"id":"W4380448316","doi":"10.1093/ndt/gfad063d_6696","title":"#6696 COGNITIVE IMPAIRMENT IN PATIENTS ON HEMODIALYSIS EXPERIENCE FROM A CENTER IN SANTA ROSA GUATEMALA","year":2023,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Dementia; Kidney disease; Montreal Cognitive Assessment; Cohort; Renal replacement therapy; Pediatrics; Cognitive decline; Internal medicine; Physical therapy; Disease","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":[0.0001617647,0.000200219,0.000276638,0.0006765904,0.001213789,0.0005099968,0.0003403732,0.0002929586,0.00211776],"category_scores_gemma":[0.0006043208,0.0002007464,0.0002309575,0.0009066733,0.0003374548,0.000280794,0.0006238166,0.0003162189,0.0001934303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001139604,"about_ca_system_score_gemma":0.001070193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07694973,"about_ca_topic_score_gemma":0.1087024,"domain_scores_codex":[0.9998133,0.00003179562,0.00001572176,0.00003425836,0.00003279751,0.00007214609],"domain_scores_gemma":[0.9995719,0.00004085426,0.0001804097,0.00001802264,0.00004418975,0.0001446075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002699372,0.00005096361,0.9952998,0.00002338383,0.000011318,0.001013101,0.001541677,0.00001063583,0.0002356125,0.00001724699,0.0003256756,0.001443471],"study_design_scores_gemma":[0.00000349227,0.00005816383,0.9957386,0.00001825304,0.000009338476,0.0007552651,0.002804878,0.00004277589,0.00003131533,0.000009339634,0.0005241561,0.000004360149],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992535,0.00008257345,0.000009378467,0.0001185129,0.00000359707,0.000009187016,0.000150283,0.000001997659,0.0003710538],"genre_scores_gemma":[0.9995022,0.0001030365,0.00002221011,0.00007855416,0.000006645872,0.0000127965,0.0001100468,0.000001064123,0.0001634225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07694973,"threshold_uncertainty_score":0.1530036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01514717318268317,"score_gpt":0.3008094261616073,"score_spread":0.2856622529789242,"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."}}