{"id":"W1891732711","doi":"10.1111/j.1525-139x.2007.00344.x","title":"CARDIOVASCULAR AND SURVIVAL PARADOXES IN DIALYSIS PATIENTS: Reversing the Risk Factor Paradox: Is Daily Nocturnal Hemodialysis the Solution?","year":2007,"lang":"en","type":"review","venue":"Seminars in Dialysis","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Hemodialysis; Intensive care medicine; Risk factor; Dialysis; Disease; Nocturnal; Population; Epidemiology; Kidney disease; Renal replacement therapy; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004147501,0.001078997,0.004877561,0.001625865,0.000524557,0.000235232,0.0008057864,0.0005441314,0.0001964058],"category_scores_gemma":[0.001013591,0.0005960457,0.005162895,0.004261857,0.0004838231,0.0001650487,0.0005386862,0.001374457,0.00004258016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007079542,"about_ca_system_score_gemma":0.000172451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00137463,"about_ca_topic_score_gemma":0.0007675803,"domain_scores_codex":[0.9915127,0.002100617,0.002039924,0.00142881,0.001936587,0.0009814213],"domain_scores_gemma":[0.9948834,0.001495054,0.0009313439,0.002206517,0.00017509,0.0003086447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000753702,0.0003461565,0.01843596,0.001736087,0.008394096,0.000101208,0.001389997,0.00009784556,1.347497e-7,0.00000655303,0.0006644886,0.9687521],"study_design_scores_gemma":[0.002514577,0.000106838,0.029277,0.009120089,0.08002517,0.00001291922,0.0009494473,0.0003138293,0.000002919359,0.0001154261,0.8762381,0.001323699],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007546061,0.9885291,0.0001797972,0.0003256463,0.000436394,0.001909389,0.0002668962,0.00003224186,0.000774472],"genre_scores_gemma":[0.01362805,0.984745,0.0001369574,0.0001927274,0.0004769375,0.0002025142,0.0002747912,0.00009988423,0.0002431533],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9674284,"threshold_uncertainty_score":0.9996491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.027068487666756,"score_gpt":0.2954280270124013,"score_spread":0.2683595393456453,"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."}}