{"id":"W4386250156","doi":"10.1097/tp.0000000000004780","title":"Post-kidney Transplant Delirium: The Vulnerable Brain and Kidney Exposed—A Commentary on Ruck et al “Association of Postoperative Delirium With Incident Dementia and Graft Outcomes Among Kidney Transplant Recipients”","year":2023,"lang":"en","type":"article","venue":"Transplantation","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Delirium; Medicine; Kidney transplant; Kidney; Dementia; Kidney transplantation; 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":[0.009932066,0.002063162,0.003956401,0.002335101,0.004020316,0.00435914,0.008719397,0.04315509,0.005553207],"category_scores_gemma":[0.06568347,0.001599027,0.003909364,0.001777954,0.00402023,0.009260538,0.003176569,0.05425858,0.004201821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006772756,"about_ca_system_score_gemma":0.01071951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03191835,"about_ca_topic_score_gemma":0.04121206,"domain_scores_codex":[0.9917616,0.003438049,0.001444932,0.00107448,0.001685023,0.000595903],"domain_scores_gemma":[0.9490904,0.03266679,0.002820956,0.0006737516,0.01135505,0.003393231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006156279,0.00001420398,0.0002942306,0.0004684945,0.00005306093,0.0002954428,0.0001589476,0.00003005148,0.00002659317,0.0003860484,0.9934819,0.004729511],"study_design_scores_gemma":[0.0005250455,0.0002486234,0.003708003,0.01621087,0.0005137248,0.002645249,0.001775482,0.0006189903,0.0002423601,0.005902688,0.9672551,0.0003538716],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001732259,0.01695238,0.00007351324,0.8941526,0.08794931,0.00002300872,0.0001871007,0.00003243428,0.0004564778],"genre_scores_gemma":[0.001249635,0.008994786,0.00008732906,0.8526275,0.1360988,0.00006299832,0.00006463463,0.00002527024,0.0007890235],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04315509,"threshold_uncertainty_score":0.06346512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01000308641738856,"score_gpt":0.2601911122535674,"score_spread":0.2501880258361788,"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."}}