{"id":"W2041023353","doi":"10.1038/sj.ki.5001691","title":"Improvements in cognition in patients converting from thrice weekly hemodialysis to nocturnal hemodialysis: A longitudinal pilot study","year":2006,"lang":"en","type":"article","venue":"Kidney International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":92,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; St. Michael's Hospital","funders":"","keywords":"Hemodialysis; Nocturnal; Medicine; Cognition; Longitudinal study; Intensive care medicine; Internal medicine; Psychiatry; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000330492,0.0002235016,0.0003933692,0.0007715685,0.00004439729,0.00008488686,0.0002021926,0.0000353178,0.0005091191],"category_scores_gemma":[0.0002585076,0.0002058539,0.0001218412,0.0004841722,0.00001996735,0.000178487,0.0001481399,0.0001667599,0.0001252963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003763321,"about_ca_system_score_gemma":0.00007271875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004353561,"about_ca_topic_score_gemma":0.000785021,"domain_scores_codex":[0.997397,0.00008156436,0.0007620672,0.0005376989,0.0009393,0.0002823673],"domain_scores_gemma":[0.99917,0.00004248027,0.0001810807,0.000204523,0.0001717839,0.0002301014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00117468,0.008200919,0.983262,0.00001286976,0.0005357165,0.00007832175,0.0002232026,0.0001444878,0.001479313,0.00002795502,0.002453385,0.002407124],"study_design_scores_gemma":[0.01050956,0.0006486647,0.9856238,0.0001658762,0.0003855731,3.194472e-7,0.0001950801,0.001408095,0.0002904149,0.0002813978,0.0002869951,0.0002042711],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911621,0.00001080477,0.0003350224,0.001643413,0.0004048258,0.0008314806,0.0001144653,0.00002607779,0.005471814],"genre_scores_gemma":[0.995927,0.000002483278,0.0003272147,0.001786756,0.0003445826,0.0001359406,0.001144312,0.0000201041,0.0003115736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009334879,"threshold_uncertainty_score":0.8394478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01545894987740109,"score_gpt":0.2630453620177019,"score_spread":0.2475864121403008,"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."}}