{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001498273,0.0001970717,0.000243561,0.0003065033,0.0004049402,0.0003060545,0.0001162977,0.0002701436,0.003501789],"category_scores_gemma":[0.0006625996,0.00009949597,0.0002455445,0.0003317211,0.0001230758,0.0001429708,0.0001512015,0.0004367274,0.0002480983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001313568,"about_ca_system_score_gemma":0.0002349548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002254178,"about_ca_topic_score_gemma":0.003734915,"domain_scores_codex":[0.999856,0.00003151537,0.0000167121,0.00002558812,0.00003382635,0.00003629882],"domain_scores_gemma":[0.999665,0.00007609706,0.0001183459,0.00001336431,0.00003372037,0.00009350882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001097458,0.00009998842,0.9978783,0.00001113517,0.00003572307,0.00009083557,0.00003689492,0.00001463684,0.0002519488,0.000007541619,0.0001173567,0.001345855],"study_design_scores_gemma":[0.000003725365,0.000100914,0.9993799,0.000004359033,0.00001628093,0.0001854146,0.00004931818,0.00007031897,0.00004030157,0.00001093162,0.0001369559,0.000001568338],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982581,0.0004297534,0.0000620005,0.00006789464,0.0000132191,0.00001030405,0.0002336514,0.000003262923,0.000921866],"genre_scores_gemma":[0.9993249,0.00009904554,0.00005089047,0.00003396596,0.00001972036,0.000009342126,0.0001159011,6.38153e-7,0.0003456096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003501789,"threshold_uncertainty_score":0.0117147,"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."}}