{"id":"W4310091582","doi":"10.2147/ndt.s380518","title":"Cognitive Dysfunction and Its Risk Factors in Patients Undergoing Maintenance Hemodialysis","year":2022,"lang":"en","type":"article","venue":"Neuropsychiatric Disease and Treatment","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Key Research and Development Program of China","keywords":"Medicine; Internal medicine; Depression (economics); Anxiety; Cognition; Hospital Anxiety and Depression Scale; Stroke (engine); Trail Making Test; Diabetes mellitus; Uric acid; Physical therapy; Endocrinology; Psychiatry; Cognitive impairment; 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":[0.0003301323,0.0002823168,0.000331398,0.0006112712,0.0004318626,0.000448075,0.0002032116,0.0003828485,0.0009362293],"category_scores_gemma":[0.001463438,0.0001298098,0.0003707713,0.0007482023,0.0001707508,0.0002706182,0.0002391668,0.0005877228,0.00009645201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000164047,"about_ca_system_score_gemma":0.0002391253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00237697,"about_ca_topic_score_gemma":0.002532266,"domain_scores_codex":[0.9997793,0.00004458821,0.00003358602,0.0000313713,0.00006342775,0.00004771897],"domain_scores_gemma":[0.9993777,0.00009828932,0.0003255251,0.00002141473,0.00006208407,0.0001151701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006365631,0.00004515161,0.9986516,0.000008380325,0.00002861935,0.0001024012,0.00002454151,0.00001324498,0.00004756815,0.000006389695,0.00004528162,0.0009632578],"study_design_scores_gemma":[0.000006369216,0.00009322908,0.9990115,0.000008411359,0.00003036289,0.0005200463,0.00007606654,0.000129136,0.00002084794,0.00001995147,0.00008208447,0.000001956531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982911,0.00103654,0.00004258793,0.00008549965,0.00001234449,0.000005456414,0.00007694562,0.000002515768,0.0004470809],"genre_scores_gemma":[0.9996406,0.0001678698,0.00002998083,0.00002228422,0.00002011868,0.000002489535,0.00006137328,3.073208e-7,0.00005491192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00237697,"threshold_uncertainty_score":0.004726291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009288559910920924,"score_gpt":0.2213179104352775,"score_spread":0.2120293505243566,"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."}}