{"id":"W2619203778","doi":"10.1093/ndt/gfx177.mp595","title":"MP595THE CEREBROVASCULAR AND NEUROCOGNITIVE EFFECTS OF HAEMODIALYSIS","year":2017,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Neurological and metabolic disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Neurocognitive; Hemodialysis; Cardiology; Internal medicine; Psychiatry; Cognition","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":[0.0001229978,0.0001381448,0.0004838817,0.0001224415,0.0001607387,0.00001436519,0.0000928243,0.000128522,0.00003160291],"category_scores_gemma":[0.0001624389,0.0001091147,0.0001869632,0.00007043759,0.000349939,0.0001014406,0.00001559654,0.0001261022,0.00000774385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002521105,"about_ca_system_score_gemma":0.00001756959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008985187,"about_ca_topic_score_gemma":0.00003791019,"domain_scores_codex":[0.9990502,0.0001152925,0.000210638,0.0002975352,0.0001539655,0.0001723886],"domain_scores_gemma":[0.9991969,0.0001919279,0.0001571146,0.0003082372,0.000061345,0.00008444652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003716256,0.001066389,0.3409337,0.001749695,0.002883682,0.0004799515,0.003136528,0.00003624215,0.4288817,0.002012101,0.00009389385,0.2150099],"study_design_scores_gemma":[0.004118064,0.0003995978,0.9622766,0.00002211986,0.00387967,0.00005122174,0.00001306069,0.00008725565,0.02782565,0.0006076415,0.0006144855,0.0001045766],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959506,0.0001631332,0.001131082,0.00091247,0.00007903542,0.0003441173,0.000007896161,0.00002981135,0.001381899],"genre_scores_gemma":[0.9958029,0.00244203,0.0002081573,0.001365911,0.00005704174,0.00003667684,0.00003550697,0.00001075217,0.00004099494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.621343,"threshold_uncertainty_score":0.4449568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009793638328658458,"score_gpt":0.2514781245246511,"score_spread":0.2416844861959927,"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."}}