{"id":"W4415424055","doi":"10.1093/ndt/gfaf116.1628","title":"#2258 Cognitive impairment and associated factors in patients undergoing hemodialysis","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":"Cognitive impairment; Hemodialysis; Sarcopenia; Montreal Cognitive Assessment; Cognition; Disease; Kidney disease; Comorbidity; Statistical significance","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":[0.0003704051,0.0002112028,0.000439476,0.0008391096,0.0005075076,0.0004687794,0.0001988277,0.0003602037,0.002538441],"category_scores_gemma":[0.001522282,0.0001184993,0.0002738149,0.001201475,0.0002004304,0.0003195391,0.000261333,0.0004531844,0.000297231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001763543,"about_ca_system_score_gemma":0.0003145447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003188926,"about_ca_topic_score_gemma":0.003096698,"domain_scores_codex":[0.9997003,0.00007082867,0.00005456907,0.0000451055,0.00007096592,0.00005824396],"domain_scores_gemma":[0.9990641,0.0001795859,0.0004223154,0.0000304184,0.0001009179,0.0002026769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003163026,0.00003179642,0.9992102,0.000008521917,0.00001226516,0.00006658884,0.00001700874,0.000007441281,0.00003587457,0.000003035562,0.00005072939,0.0005247761],"study_design_scores_gemma":[0.000002422699,0.0000993615,0.9993437,0.00000545046,0.000009934022,0.0003085374,0.00007732151,0.00005307291,0.00001172415,0.000007825664,0.00007876672,0.0000019563],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987038,0.0004184111,0.00003853435,0.00005781784,0.00001055165,0.000008770226,0.0002105312,0.000002607042,0.0005488178],"genre_scores_gemma":[0.9995332,0.0001077559,0.00004908712,0.0000346171,0.00002202532,0.000006646572,0.0001546997,5.701231e-7,0.00009153529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003188926,"threshold_uncertainty_score":0.008491933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007436059116049476,"score_gpt":0.2439616982267623,"score_spread":0.2365256391107128,"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."}}