{"id":"W4415424691","doi":"10.1093/ndt/gfaf116.0622","title":"#2041 Correlation between protein energy wasting and cognitive impairment in maintenance hemodialysis patients","year":2025,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Logistic regression; Hemodialysis; Anthropometry; Wasting; Multivariate analysis; Receiver operating characteristic; Univariate analysis; Cognition; Correlation","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":[0.0004561392,0.0002075476,0.0003055807,0.0006357966,0.000308553,0.0004306021,0.0002133427,0.0002865618,0.002930457],"category_scores_gemma":[0.001911178,0.00008689731,0.0002930371,0.0007381232,0.0001616793,0.0003472354,0.0002395646,0.0005063632,0.000308867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001853038,"about_ca_system_score_gemma":0.0002496854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002118124,"about_ca_topic_score_gemma":0.001842852,"domain_scores_codex":[0.9996936,0.00006804859,0.00006368343,0.00005647767,0.00007567197,0.00004255595],"domain_scores_gemma":[0.9987862,0.0002616192,0.0005579431,0.00005288752,0.0001800658,0.0001613659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008075625,0.00002769555,0.997632,0.00001294527,0.00002682323,0.00004438886,0.00001385992,0.00001588392,0.00006439666,0.00000882764,0.0001335855,0.001938767],"study_design_scores_gemma":[0.000003839922,0.0001010186,0.9989631,0.000008032831,0.00002150864,0.0002815447,0.00005107734,0.0002762661,0.00005072806,0.00003727281,0.000203005,0.000002558743],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972223,0.0007388906,0.0001463883,0.0001890667,0.00002463078,0.000009394987,0.0005298012,0.000007456262,0.001132047],"genre_scores_gemma":[0.9993138,0.00009042643,0.0001153725,0.00003398035,0.00002197735,0.000005749221,0.0002398141,8.662213e-7,0.0001780146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002930457,"threshold_uncertainty_score":0.009803355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005917584783114218,"score_gpt":0.2312586416486055,"score_spread":0.2253410568654913,"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."}}