{"id":"W3035811630","doi":"10.1016/j.atherosclerosis.2020.06.007","title":"Is peritoneal dialysis superior to hemodialysis as far as cardiovascular risk? Another unsolved dilemma for maintenance dialysis","year":2020,"lang":"en","type":"letter","venue":"Atherosclerosis","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Myocardial infarction; Hemodialysis; Dialysis; Internal medicine; Peritoneal dialysis; Population; Hazard ratio; Cardiology; Intensive care medicine; Confidence interval","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","metaepi_broad","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0007371059,0.001662729,0.004447225,0.0007835893,0.0005781499,0.0005244245,0.001077595,0.001064995,0.002277013],"category_scores_gemma":[0.0008850371,0.001409755,0.01054717,0.001918468,0.0002804479,0.000169383,0.0004907002,0.001265818,0.002204362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005586325,"about_ca_system_score_gemma":0.0002835787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003625197,"about_ca_topic_score_gemma":0.0000528117,"domain_scores_codex":[0.990831,0.0005056536,0.001481276,0.003107367,0.002398913,0.001675836],"domain_scores_gemma":[0.9944872,0.0003109039,0.0005672824,0.003205779,0.0006411519,0.0007877274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006096717,0.0003686327,0.001495426,0.0008502332,0.03279511,0.0002948221,0.00207849,0.0001935726,0.001567607,0.00002120695,0.9438505,0.01587479],"study_design_scores_gemma":[0.003017664,0.00063918,0.001755966,0.0003823321,0.036548,0.000004513256,0.0001878038,0.0003898031,0.001243173,0.00008612034,0.9541673,0.001578133],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0662232,0.00222029,0.01084779,0.9016119,0.00145707,0.008883454,0.00433081,0.0008038665,0.003621625],"genre_scores_gemma":[0.06954135,0.003723551,0.0028061,0.897962,0.008124603,0.003544981,0.001898239,0.0008890216,0.0115101],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01429666,"threshold_uncertainty_score":0.999612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02580370507487587,"score_gpt":0.24752408495736,"score_spread":0.2217203798824842,"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."}}