{"id":"W3156898556","doi":"10.1093/ndt/gfab161","title":"Acute kidney injury is associated with subtle but quantifiable neurocognitive impairments","year":2021,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Neurocognitive; Repeatable Battery for the Assessment of Neuropsychological Status; Dialysis; Cohort; Acute kidney injury; Kidney disease; Internal medicine; Cognition; Disease; Psychiatry; Cognitive impairment","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001065078,0.0005594469,0.0004670147,0.001360151,0.0004701456,0.0008294378,0.0002818892,0.0004467985,0.001010111],"category_scores_gemma":[0.003982911,0.0001147066,0.0004197705,0.0009701429,0.0005670011,0.0005235204,0.001110169,0.0004700967,0.0001448484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003018608,"about_ca_system_score_gemma":0.0003411599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001345566,"about_ca_topic_score_gemma":0.001885396,"domain_scores_codex":[0.9991651,0.0002019581,0.0001439419,0.0001423587,0.0002405835,0.0001061166],"domain_scores_gemma":[0.9943247,0.0006075081,0.004065477,0.0001977013,0.0004683731,0.0003363109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001723343,0.00004800503,0.9939033,0.00004568822,0.0000754973,0.00009181903,0.0000673804,0.00006401887,0.0003414358,0.00001723985,0.00006480472,0.005108418],"study_design_scores_gemma":[0.000002233415,0.0001802434,0.9989222,0.00001879742,0.00003292528,0.000378623,0.00008114258,0.0001210531,0.0001408404,0.00004477859,0.00007303309,0.000004164414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99848,0.0005853914,0.0002066873,0.000038555,0.000006920328,0.00001418562,0.0001241453,0.000007513293,0.0005367266],"genre_scores_gemma":[0.9995371,0.0001623029,0.0001135072,0.00001848192,0.00001199435,0.000007630361,0.0001053856,8.333375e-7,0.00004276591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001360151,"threshold_uncertainty_score":0.005632699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01645539201595066,"score_gpt":0.2967530640360703,"score_spread":0.2802976720201197,"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."}}