{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005465504,0.0001830778,0.0004208456,0.0002959667,0.0002735951,0.0005786855,0.0001865271,0.0002896404,0.002467097],"category_scores_gemma":[0.002220887,0.00007111821,0.0002904041,0.0003217996,0.0001317126,0.000193764,0.0002254787,0.0003698774,0.000265971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003121607,"about_ca_system_score_gemma":0.0002597341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001018597,"about_ca_topic_score_gemma":0.001001341,"domain_scores_codex":[0.9996306,0.0001028595,0.00004796023,0.00004429205,0.0001114577,0.00006288478],"domain_scores_gemma":[0.9986805,0.00033783,0.0006147389,0.00005919327,0.000121727,0.0001859584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005506973,0.0005735735,0.900876,0.0003990556,0.0004219139,0.0006949847,0.0001462273,0.0001720801,0.005586144,0.00009640702,0.001058223,0.08446842],"study_design_scores_gemma":[0.00004376088,0.0009298495,0.9957819,0.00006204154,0.00009700086,0.0008821203,0.00002763741,0.0001610316,0.0005918428,0.00006522355,0.001352524,0.000005018575],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991983,0.004187801,0.0001746004,0.0001786083,0.00003108615,0.00002125146,0.0003113369,0.00001540329,0.00309699],"genre_scores_gemma":[0.9985494,0.0006815312,0.00010481,0.0000822443,0.00005945235,0.00001118297,0.0001555058,0.000001778396,0.0003540926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002467097,"threshold_uncertainty_score":0.008253276,"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."}}