{"id":"W2804170958","doi":"10.1093/ndt/gfy104.sp638","title":"SP638ABNORMALITIES OF COGNITIVE FUNCTION IN PATIENTS UNDERGOING HEMODIALYSIS AND ITS ASSOCIATION WITH SLEEP QUALITY","year":2018,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Association (psychology); Sleep quality; Cognition; Sleep (system call); Internal medicine; Intensive care medicine; Psychiatry; Psychotherapist","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":[0.0002397623,0.0001660144,0.0002825126,0.000475099,0.0003257357,0.0004245311,0.0001819543,0.0002184734,0.001472948],"category_scores_gemma":[0.0009422546,0.0001130316,0.0002855838,0.000634699,0.0001521556,0.0001847373,0.0002168732,0.0004264897,0.0001161322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000180313,"about_ca_system_score_gemma":0.0002375381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002476345,"about_ca_topic_score_gemma":0.003295848,"domain_scores_codex":[0.9998099,0.00003001237,0.00004395797,0.00002979146,0.00005007845,0.00003620826],"domain_scores_gemma":[0.9992658,0.0001020081,0.0003922976,0.00002604156,0.00009334027,0.0001203987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001112304,0.00004930502,0.9978334,0.00002110326,0.00002936695,0.0001145084,0.00004843015,0.00001556897,0.0001917116,0.00000604525,0.00005464932,0.001524658],"study_design_scores_gemma":[0.000003622306,0.0001160304,0.9991257,0.00001071437,0.00002137518,0.0003733294,0.00009873346,0.00009740968,0.00004094947,0.00001603396,0.00009401754,0.000002192761],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982266,0.0009161996,0.00003678011,0.0000627122,0.00001081019,0.000006358182,0.0001606149,0.000002795473,0.0005771526],"genre_scores_gemma":[0.9995127,0.0001947972,0.00003375847,0.0000205902,0.0000100839,0.000003985282,0.0001081164,5.64941e-7,0.000115289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002476345,"threshold_uncertainty_score":0.004927516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01032362191799035,"score_gpt":0.2524245803999837,"score_spread":0.2421009584819934,"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."}}