{"id":"W4292567079","doi":"10.1111/ctr.14798","title":"Pre‐transplant cognitive screening is a poor predictor of post‐transplant cognitive status","year":2022,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging; National Institutes of Health","keywords":"Medicine; Montreal Cognitive Assessment; Cognition; Internal medicine; Logistic regression; Cohort; Kidney transplant; Effects of sleep deprivation on cognitive performance; Transplantation; Cognitive impairment; Kidney transplantation; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005748254,0.0004132474,0.0008985421,0.0002787858,0.0003227545,0.00001994239,0.0001485887,0.0001832568,0.001361228],"category_scores_gemma":[0.00005767331,0.000375557,0.0006445653,0.0004188686,0.0002638005,0.0002062655,0.00001594244,0.0007193628,0.00003038447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004965028,"about_ca_system_score_gemma":0.0002818057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002124783,"about_ca_topic_score_gemma":0.00002738421,"domain_scores_codex":[0.9956973,0.0004269095,0.001511782,0.0007596139,0.001030761,0.000573674],"domain_scores_gemma":[0.9969488,0.001661136,0.0004163074,0.0002070366,0.0003333702,0.0004333875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03722115,0.002198766,0.9358485,0.001590838,0.002317603,0.001357094,0.008800614,0.0000510078,0.001485486,0.0001461323,0.00002545045,0.008957379],"study_design_scores_gemma":[0.02487357,0.004757321,0.9530135,0.002527612,0.005102198,0.0007182339,0.001221634,0.0004788148,0.006630644,0.00007195342,0.000136785,0.0004677817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9570031,0.0003511143,0.02037248,0.0003499151,0.0004009687,0.001695208,0.01838995,0.0001348677,0.00130238],"genre_scores_gemma":[0.9857819,0.002741807,0.00117562,0.001771831,0.0001036652,0.0001932552,0.007822461,0.00006578542,0.0003436822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02877878,"threshold_uncertainty_score":0.9998696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05752489065679638,"score_gpt":0.3741604563350409,"score_spread":0.3166355656782445,"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."}}