{"id":"W4361012324","doi":"10.31450/ukrjnd.1(77).2023.03","title":"Relationship between dialysis adequacy and cognitive function in hemodialysis patients","year":2023,"lang":"en","type":"article","venue":"Ukrainian Journal of Nephrology and Dialysis","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Gaziantep Üniversitesi","keywords":"Hemodialysis; Dialysis; Cognition; Dialysis adequacy; Medicine; Internal medicine; Intensive care medicine; 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":[0.0008234713,0.000136894,0.0003424428,0.0008957718,0.00038205,0.000481782,0.0002694203,0.0004085065,0.001202499],"category_scores_gemma":[0.004088375,0.0001897464,0.0003299504,0.0008874383,0.0002368815,0.000420464,0.0003088173,0.0006438543,0.0001316992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002540399,"about_ca_system_score_gemma":0.0002103844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003831568,"about_ca_topic_score_gemma":0.003652603,"domain_scores_codex":[0.9994684,0.0001598375,0.0001015936,0.00007902946,0.0001322074,0.00005885744],"domain_scores_gemma":[0.9972349,0.000867448,0.00113737,0.0001041547,0.0002587276,0.000397584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005582554,0.00003066971,0.9993105,0.000003571695,0.00002527438,0.00003657534,0.00002188715,0.00001145398,0.00003737328,0.000004520142,0.00002635765,0.0004358887],"study_design_scores_gemma":[0.000003422004,0.0000675713,0.999554,0.000002757586,0.00001034729,0.0001631264,0.00004268307,0.00009117364,0.00001670158,0.00001085569,0.00003503287,0.000002297918],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992262,0.0003140211,0.00003360427,0.00003597742,0.000003859624,0.000003976002,0.00009116469,0.000001867382,0.0002894675],"genre_scores_gemma":[0.9997796,0.00005571912,0.0000261295,0.00002068431,0.000005865543,0.000002548703,0.00006649673,5.101637e-7,0.00004239692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003831568,"threshold_uncertainty_score":0.007618546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0278235509999652,"score_gpt":0.2764440801652099,"score_spread":0.2486205291652447,"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."}}