{"id":"W3170682066","doi":"10.1093/ndt/gfab097.0023","title":"MO743FACTORS AFFECTING CEREBRAL OXYGENATION IN HEMODIALYSIS PATIENTS: ARTERIAL STIFFNESS, MENTAL ACTIVITIES, SMOKING","year":2021,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Renal and Vascular Pathologies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Dialysis; Internal medicine; Cardiology; Arterial stiffness; Montreal Cognitive Assessment; Diabetes mellitus; Blood pressure; Oxygenation; Physical therapy; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002019973,0.0002057287,0.0004708369,0.0003141494,0.0001164533,0.0000348164,0.00005599936,0.0002226674,0.0001480436],"category_scores_gemma":[0.0000694402,0.0001971953,0.0002318807,0.0004679789,0.00006246113,0.0002925628,0.00001509888,0.0002200854,0.000007045053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001423052,"about_ca_system_score_gemma":0.00007770761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000962757,"about_ca_topic_score_gemma":0.0005338263,"domain_scores_codex":[0.9982675,0.0003008055,0.0003896615,0.0004376546,0.0003022413,0.0003021715],"domain_scores_gemma":[0.9994181,0.0001350031,0.0001253995,0.0001822242,0.00008040008,0.00005889773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001977415,0.0008497549,0.640894,0.0002362041,0.0006755669,0.0003218203,0.007540553,0.0004469191,0.3156762,0.00005054208,0.0000575452,0.03127353],"study_design_scores_gemma":[0.006323724,0.00008510553,0.9576562,0.00005080671,0.0007067863,0.00006237355,0.0004201458,0.000337517,0.03399185,0.0000625614,0.0001046296,0.0001982758],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980902,0.00005924834,0.0006403031,0.000233757,0.0003521108,0.0002652503,0.00003964257,0.00007660985,0.0002428859],"genre_scores_gemma":[0.9963248,0.0002121485,0.0003016383,0.0003385336,0.000174818,0.00003998108,0.002562735,0.00001999735,0.00002535037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3167622,"threshold_uncertainty_score":0.8041391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01191261464609496,"score_gpt":0.243996213887142,"score_spread":0.2320835992410471,"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."}}