{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006338001,0.0001966058,0.0003325897,0.0009921115,0.0003873214,0.0004359149,0.0001929525,0.0004172947,0.0007798177],"category_scores_gemma":[0.002653197,0.0002197842,0.0002589463,0.0008371773,0.0002560228,0.0004375369,0.0002969432,0.0004662232,0.00009588144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000201809,"about_ca_system_score_gemma":0.0002678968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004055657,"about_ca_topic_score_gemma":0.003703428,"domain_scores_codex":[0.9995659,0.0001285482,0.00006225437,0.00006131329,0.000100878,0.00008110199],"domain_scores_gemma":[0.9986873,0.000283171,0.0006306265,0.00004732316,0.0001286573,0.0002228605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002999696,0.00002590142,0.9994555,0.000003073959,0.00001395657,0.00003701386,0.000035372,0.000008050952,0.00004265347,0.00000328764,0.00001340593,0.0003316824],"study_design_scores_gemma":[0.000002544739,0.00005463807,0.9994916,0.000001811202,0.00000762059,0.0002628765,0.00008861364,0.00004870575,0.00001404748,0.000007058682,0.00001903931,0.000001472684],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999607,0.0001439958,0.00002811028,0.00002054643,0.000001732948,0.000003259931,0.00005636759,0.000001075802,0.0001378614],"genre_scores_gemma":[0.9998013,0.00005407073,0.00003163289,0.00001071601,0.000007013275,0.000003325108,0.00006393914,2.127333e-7,0.00002779702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004055657,"threshold_uncertainty_score":0.008064091,"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."}}