{"id":"W2053069652","doi":"10.1111/j.1755-6686.2008.00028.x","title":"PREVALENCE OF COGNITIVE IMPAIRMENT IN PATIENTS ATTENDING PRE‐DIALYSIS CLINIC","year":2008,"lang":"en","type":"article","venue":"Journal of Renal Care","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Dialysis Clinics","keywords":"Medicine; Dialysis; Peritoneal dialysis; Nephrology; Cognition; Cognitive impairment; Hemodialysis; Internal medicine; Renal replacement therapy; Montreal Cognitive Assessment; Kidney disease; Intensive care medicine; Physical therapy; Disease; Psychiatry","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":[0.0002597659,0.0001096721,0.0004417427,0.0003595316,0.00002934185,0.000004716223,0.00009083262,0.00004192268,0.000206812],"category_scores_gemma":[0.0002041669,0.00007780416,0.0004128036,0.0002542759,0.00005786925,0.00008609654,0.00004785174,0.0001696239,0.000006237969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000127706,"about_ca_system_score_gemma":0.0001141564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007186309,"about_ca_topic_score_gemma":0.000001880398,"domain_scores_codex":[0.9982591,0.00008476791,0.0007170669,0.0001261283,0.0006645316,0.0001483714],"domain_scores_gemma":[0.9985472,0.0000728077,0.0005497975,0.0001088803,0.0005802131,0.0001411321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001566151,0.0007915241,0.9883769,0.0006066668,0.0003870493,0.0002651883,0.002696685,0.00007204332,0.00006080142,0.000001109347,0.0006452029,0.004530657],"study_design_scores_gemma":[0.003718065,0.001848832,0.9901619,0.001945196,0.0009072531,0.00001480054,0.0008192045,0.00001225599,0.0004379584,0.000003992582,0.00005483478,0.00007570056],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975247,0.001061343,0.00003167138,0.00004556196,0.0001064202,0.0002325959,0.00001865093,0.000002686254,0.0009763386],"genre_scores_gemma":[0.9988191,0.0006131488,0.0001042822,0.00007476238,0.000110078,0.000002987992,0.00001040946,0.000008949643,0.0002563428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004454956,"threshold_uncertainty_score":0.3172761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01610482336448757,"score_gpt":0.2928467174086941,"score_spread":0.2767418940442065,"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."}}