{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001828101,0.00043315,0.0004433588,0.0006585079,0.0004730163,0.001319512,0.000515671,0.0004562568,0.003812759],"category_scores_gemma":[0.00798387,0.0001802692,0.0007366525,0.0007098182,0.0004900346,0.0006558889,0.0005604717,0.001090189,0.0005993633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004876781,"about_ca_system_score_gemma":0.0009604156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003454784,"about_ca_topic_score_gemma":0.004774672,"domain_scores_codex":[0.9992831,0.0001676896,0.00009324215,0.000100533,0.0002064259,0.0001490069],"domain_scores_gemma":[0.9928756,0.001570598,0.003615255,0.0002708711,0.0005899005,0.001077708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002233575,0.00003583924,0.9968439,0.00001198736,0.00007546864,0.00004139704,0.00002209055,0.00007784646,0.0001077428,0.00001296053,0.0001402296,0.002407257],"study_design_scores_gemma":[0.000007100379,0.0001413094,0.9986331,0.00001829666,0.00006604911,0.0002724356,0.00004310166,0.0005145885,0.0001347156,0.00004274125,0.0001208478,0.000005683885],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980186,0.0006723066,0.0002032692,0.0002726107,0.00002302629,0.000005572389,0.0001193194,0.00001612443,0.0006691528],"genre_scores_gemma":[0.9995515,0.00008988727,0.00006490851,0.00005543311,0.00002401182,0.000002114733,0.00009978531,0.000002861195,0.0001095174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003812759,"threshold_uncertainty_score":0.01275498,"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."}}