{"id":"W2381616473","doi":"","title":"The prevalence of cognitive impairment and its corresponding risk factors in patients with hemodialysis","year":2009,"lang":"en","type":"article","venue":"Fudan xuebao. Yixue ban","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Logistic regression; Montreal Cognitive Assessment; Cognitive impairment; Cognition; Risk factor; Internal medicine; Cross-sectional study; Protective factor; Physical therapy; Psychiatry; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004661792,0.0001956463,0.0002859283,0.0002324288,0.0001588638,0.00003488014,0.0001071407,0.00004978683,0.00008785283],"category_scores_gemma":[0.0004042044,0.0001171501,0.00006528119,0.000439441,0.0001145832,0.0001404601,0.00005077883,0.0002392954,0.000006481795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006814789,"about_ca_system_score_gemma":0.00008080495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003198886,"about_ca_topic_score_gemma":0.00001563304,"domain_scores_codex":[0.9982095,0.0001845651,0.0002917536,0.0003195555,0.0005964789,0.0003980905],"domain_scores_gemma":[0.9988753,0.0003667872,0.0001564952,0.0001745386,0.0002673037,0.0001596435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001923195,0.0005308659,0.989094,0.00007580305,0.00008317943,0.00001073969,0.0009203439,7.794731e-7,0.0001214861,0.00002220984,0.0000258828,0.007191505],"study_design_scores_gemma":[0.00409696,0.003222589,0.9870062,0.0003858933,0.0002366396,0.000001527427,0.0005902832,0.00009352816,0.004175828,0.00002572682,0.00003606075,0.0001287783],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977726,0.0002042423,0.00001842968,0.0001111744,0.0000315927,0.001119489,0.0000711496,0.00001712248,0.0006542426],"genre_scores_gemma":[0.9987149,0.0001717078,0.00001899222,0.00004617524,0.00002086065,0.0000244958,0.00002781183,0.00001285905,0.0009622563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007062727,"threshold_uncertainty_score":0.4777241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008624179973174016,"score_gpt":0.2669458796785462,"score_spread":0.2583216997053722,"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."}}