{"id":"W4397040488","doi":"10.1681/asn.20233411s11153c","title":"Cognitive Improvement in ESRD Patients After Renal Transplantation: A Prospective Observational Study","year":2023,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Renal and Vascular Pathologies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Observational study; Medicine; Transplantation; Cognition; Intensive care medicine; Prospective cohort study; Kidney transplantation; Internal medicine; End stage renal disease; Hemodialysis; 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":[0.001013128,0.0003450372,0.0007719753,0.0009929253,0.0008424384,0.001155552,0.0005135045,0.0008412384,0.001310547],"category_scores_gemma":[0.002045035,0.000445786,0.0009185064,0.002194933,0.0004541918,0.0008456346,0.0006166659,0.00131771,0.0002936426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004799709,"about_ca_system_score_gemma":0.0005933775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006618672,"about_ca_topic_score_gemma":0.008965409,"domain_scores_codex":[0.999272,0.0001741251,0.0001087539,0.000141397,0.0001736483,0.0001300145],"domain_scores_gemma":[0.9978777,0.0003448834,0.0009953685,0.0001239276,0.0001711702,0.0004868457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001742544,0.0001223265,0.9990973,0.00001560149,0.00005790172,0.00008830431,0.00008558315,0.00001233284,0.00004250903,0.000004194642,0.00003513649,0.0002645329],"study_design_scores_gemma":[0.00002325173,0.0004167698,0.998848,0.000009730105,0.00004354859,0.0002409172,0.0002389487,0.00006912537,0.00001682573,0.000009501209,0.00007753319,0.00000585968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993473,0.0001979411,0.00002228582,0.00002456437,0.000004152271,0.00001347636,0.0002275709,0.000001234113,0.0001614941],"genre_scores_gemma":[0.9993432,0.0001381144,0.00003899568,0.00003976898,0.00001025638,0.00001531134,0.0003509637,8.374521e-7,0.00006260287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006618672,"threshold_uncertainty_score":0.01316029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03908448195013276,"score_gpt":0.3176576700562624,"score_spread":0.2785731881061297,"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."}}