{"id":"W4400880591","doi":"10.1016/j.xkme.2024.100872","title":"Pretransplant Cognitive Function and Kidney Transplant Outcomes: A Prospective Cohort Study","year":2024,"lang":"en","type":"article","venue":"Kidney Medicine","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging; National Institutes of Health","keywords":"Kidney transplant; Medicine; Prospective cohort study; Cognition; Kidney transplantation; Cohort; Internal medicine; Kidney; 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":[0.002640978,0.0004921237,0.0004509077,0.0006923592,0.001063227,0.001280922,0.0006758532,0.000667519,0.001785499],"category_scores_gemma":[0.003166626,0.0006237437,0.0008778133,0.001194942,0.0004341268,0.00113851,0.0009254043,0.001419304,0.000329917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004437592,"about_ca_system_score_gemma":0.0008293311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006083571,"about_ca_topic_score_gemma":0.007855915,"domain_scores_codex":[0.9988247,0.0003027627,0.0001346233,0.0002657212,0.0002261189,0.0002461053],"domain_scores_gemma":[0.9970011,0.0004572881,0.001083494,0.0005109481,0.000259719,0.0006874503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002548294,0.0001470013,0.9984158,0.000008253772,0.0001066942,0.00008317933,0.00008593618,0.00002433946,0.00008250313,0.00001415749,0.00008634554,0.0006909073],"study_design_scores_gemma":[0.00005229457,0.0003975022,0.9984685,0.00001183532,0.0001097187,0.0003048083,0.0001872353,0.0002035621,0.00004286923,0.00003731409,0.0001730387,0.00001134865],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992362,0.0001698481,0.0001331047,0.00004720057,0.000008469676,0.00002956673,0.0002407841,0.000002508187,0.0001323684],"genre_scores_gemma":[0.9991246,0.0001425817,0.0001693765,0.00006198045,0.00002191461,0.00003641812,0.0003184788,0.000002774462,0.0001217995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006083571,"threshold_uncertainty_score":0.01396698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01797476101042947,"score_gpt":0.3065512450964444,"score_spread":0.288576484086015,"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."}}