{"id":"W3033913092","doi":"10.1093/ndt/gfaa142.p1508","title":"P1508COGNITIVE IMPAIRMENT A RISK FACTOR FOR NON ADHERENCE TO MEDICAL MANAGEMENT AMONG PATIENTS ON MAINTENANCE HEMODIALYSIS","year":2020,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Medicine; Hemodialysis; Dialysis; Kidney disease; Internal medicine; Population; Cognition; Physical therapy; Cognitive impairment; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002767834,0.0001901551,0.0002846902,0.0006161709,0.000544316,0.0004821902,0.0002137587,0.0004199082,0.002865084],"category_scores_gemma":[0.001760721,0.0001179636,0.000336987,0.0007778021,0.0001491823,0.0002816936,0.0002621401,0.0006699686,0.0002022414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001771906,"about_ca_system_score_gemma":0.0003488107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004158903,"about_ca_topic_score_gemma":0.003677109,"domain_scores_codex":[0.9997174,0.00005217964,0.00004201629,0.00004180231,0.00009367081,0.00005280523],"domain_scores_gemma":[0.9990987,0.0001845344,0.0003829658,0.00002456104,0.0001102433,0.0001991036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002207298,0.00004991025,0.99876,0.000006743702,0.00001349115,0.00005477504,0.00002748539,0.000008173697,0.00003594157,0.000004410556,0.00008023722,0.0009367562],"study_design_scores_gemma":[0.000002676978,0.00008262663,0.9992717,0.00000907589,0.00001390681,0.0002631472,0.0001038906,0.0001188177,0.00001473934,0.00001330804,0.0001044248,0.000001708565],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985257,0.0003771761,0.000038769,0.0001354006,0.00001163422,0.000009167709,0.0001442368,0.000002483627,0.0007555211],"genre_scores_gemma":[0.9996529,0.00007074302,0.0000318096,0.00003471259,0.00001547854,0.000004362578,0.00008753017,4.657554e-7,0.0001021411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004158903,"threshold_uncertainty_score":0.009584606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0145692515860319,"score_gpt":0.2877219698203157,"score_spread":0.2731527182342838,"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."}}