{"id":"W3190958021","doi":"10.1093/ndt/gfab238","title":"Prevalence of mild cognitive impairment in automated peritoneal dialysis patients","year":2021,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Montreal Cognitive Assessment; Interquartile range; Internal medicine; Confidence interval; Peritoneal dialysis; Renal function; Creatinine; Diabetes mellitus; Cognition; Dialysis; Cognitive impairment; Endocrinology; Psychiatry; Disease","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":[0.0006687804,0.0002938591,0.0003721813,0.001529394,0.0004545265,0.0007571696,0.0003727652,0.0004785396,0.001657096],"category_scores_gemma":[0.00258006,0.0002355633,0.0004632277,0.001194023,0.0003495906,0.0004203121,0.0006147933,0.00061643,0.0001804148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002877498,"about_ca_system_score_gemma":0.0003093999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004283239,"about_ca_topic_score_gemma":0.003641214,"domain_scores_codex":[0.9994885,0.0001167302,0.00007392973,0.00009818179,0.000147815,0.00007482759],"domain_scores_gemma":[0.9977558,0.0003026239,0.001292998,0.00007511707,0.000182886,0.0003904885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005890505,0.00002785821,0.9989348,0.00001172407,0.0000319608,0.00005311711,0.00002792867,0.00001917583,0.00005002526,0.000006144162,0.00004976404,0.00072852],"study_design_scores_gemma":[0.00000402222,0.00006108767,0.9994747,0.000005195251,0.00001285019,0.0002700146,0.00004784517,0.00006226395,0.00000820752,0.00001343611,0.00003861462,0.00000179623],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989741,0.000390527,0.00003789826,0.00005145137,0.000005673195,0.000007172945,0.0001644587,0.000003625758,0.0003651186],"genre_scores_gemma":[0.9997168,0.0000797353,0.00003017295,0.0000214637,0.00001150036,0.000004055893,0.00009512236,4.949211e-7,0.00004081046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004283239,"threshold_uncertainty_score":0.00851661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008860720788625251,"score_gpt":0.2604878450672174,"score_spread":0.2516271242785921,"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."}}