{"id":"W7135693079","doi":"","title":"Cerebral hypoxia in chronic kidney disease and its relation to cognitive decline","year":2023,"lang":"cs","type":"dissertation","venue":"Digital Repository (National Repository of Grey Literature)","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Kidney disease; Cognitive decline; Hypoxia (environmental); Cognition; Hemodialysis; Cerebral hypoxia; Disease; Ischemia","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":[0.0002906426,0.00009322476,0.0001805132,0.0005849528,0.0001699636,0.0003884493,0.0001333101,0.0002807768,0.003087905],"category_scores_gemma":[0.000931924,0.00005132633,0.0001254748,0.0005697113,0.0001438708,0.0001035471,0.000198322,0.0004499122,0.0003772838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001897219,"about_ca_system_score_gemma":0.0002674831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001890235,"about_ca_topic_score_gemma":0.001315457,"domain_scores_codex":[0.9999188,0.00002750902,0.000007313723,0.00001240856,0.00002172866,0.00001231526],"domain_scores_gemma":[0.9996551,0.0001499392,0.0000849387,0.000006952142,0.00004915355,0.00005387984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007397587,0.0005887755,0.8858953,0.0007806691,0.0002466991,0.0004118609,0.0007394304,0.0002085949,0.00150178,0.0005957076,0.01089837,0.0973931],"study_design_scores_gemma":[0.000009677405,0.000157034,0.9958208,0.0001740823,0.0000582529,0.0003954212,0.0001814449,0.0001425477,0.0001426515,0.0003048987,0.002607924,0.000005236639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9176426,0.06327122,0.0002421279,0.004196784,0.0002111233,0.00004446261,0.0009666577,0.00001251657,0.01341245],"genre_scores_gemma":[0.9698943,0.02610696,0.0002977208,0.0002511049,0.0003511057,0.00003379126,0.0003838593,0.000004230061,0.002676817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003087905,"threshold_uncertainty_score":0.01033008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0095820719958919,"score_gpt":0.2675236364610319,"score_spread":0.25794156446514,"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."}}