{"id":"W2588217862","doi":"10.1093/ndt/gfw175.31","title":"SP589COGNITIVE FUNCTION TESTED BY MULTI-DOMAIN ASSESSMENT IS REDUCED DURING HAEMODIALYSIS","year":2016,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Function (biology); Renal function; Intensive care medicine; Internal medicine","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":[0.0006675514,0.000283436,0.0004239633,0.0005172601,0.0002946963,0.0005755594,0.0002503765,0.0003535084,0.001292921],"category_scores_gemma":[0.003461462,0.00008236887,0.0004154381,0.0005726806,0.0001960682,0.0002996766,0.0004144779,0.0004740391,0.0002013698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002990775,"about_ca_system_score_gemma":0.0002410684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002349897,"about_ca_topic_score_gemma":0.002065325,"domain_scores_codex":[0.9995442,0.0001332072,0.00006370628,0.00005913547,0.0001179167,0.0000816989],"domain_scores_gemma":[0.9977304,0.0003926982,0.001270025,0.00008956211,0.0002213299,0.0002959898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000618398,0.0001551446,0.9892601,0.00004327328,0.0001118457,0.0001960856,0.0001744815,0.0001516772,0.0008425103,0.00001906393,0.0002367282,0.008190717],"study_design_scores_gemma":[0.000003124639,0.0001611523,0.999298,0.000005216388,0.00001704228,0.0001508949,0.00003930564,0.0000986415,0.0001166705,0.00002105668,0.00008688742,0.000002020324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998751,0.0001911054,0.000080882,0.00003316637,0.000004245114,0.000005541701,0.0001909829,0.000005188678,0.0007378742],"genre_scores_gemma":[0.9996607,0.00003961295,0.00004098715,0.00001269001,0.000004250111,0.000004807641,0.0001218859,8.610752e-7,0.000114111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002349897,"threshold_uncertainty_score":0.004672468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1253635859141422,"score_gpt":0.3731685121098726,"score_spread":0.2478049261957303,"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."}}