{"id":"W2154713006","doi":"10.1093/ndt/gfp495","title":"Nocturnal haemodialysis is associated with improved vascular smooth muscle cell biology","year":2009,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University Health Network","funders":"Heart and Stroke Foundation of Canada","keywords":"Medicine; Nocturnal; Hemodialysis; Vascular disease; Vascular smooth muscle; Internal medicine; Smooth muscle; Pathology; Cardiology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000179635,0.000124968,0.0003006152,0.000120169,0.0002044845,0.0002675494,0.000142415,0.0003070066,0.0009864884],"category_scores_gemma":[0.0003506966,0.00006284801,0.0002192915,0.0001116689,0.0002707467,0.0000991499,0.0002190315,0.0003301288,0.00008801423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001997074,"about_ca_system_score_gemma":0.0001492518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004679918,"about_ca_topic_score_gemma":0.0004692111,"domain_scores_codex":[0.9998615,0.00003417406,0.00001044953,0.00003246663,0.00004106249,0.00002021987],"domain_scores_gemma":[0.999708,0.00003930317,0.0001001863,0.00004184966,0.00002721163,0.0000834795],"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":[0.004720149,0.0004165964,0.05578915,0.0003054766,0.0001045275,0.001117408,0.0002680903,0.00009202115,0.9071919,0.0001472437,0.0005718112,0.02927564],"study_design_scores_gemma":[0.00009838758,0.002070043,0.9404538,0.0000193387,0.00007111329,0.002941298,0.0001848887,0.0005172184,0.05013049,0.0001340205,0.00336649,0.00001297364],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978522,0.000840113,0.0006424423,0.00005366554,0.00003332983,0.000008716008,0.00008591593,0.0000305266,0.0004531517],"genre_scores_gemma":[0.9990367,0.0002055551,0.0002579766,0.00003042574,0.00002391446,0.00001257451,0.0001227772,0.000003499252,0.0003067165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009864884,"threshold_uncertainty_score":0.00330013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007754392936732101,"score_gpt":0.2291327441566534,"score_spread":0.2213783512199213,"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."}}