{"id":"W4214855220","doi":"10.1016/j.ekir.2022.02.016","title":"Mortality Trends After Transfer From Peritoneal Dialysis to Hemodialysis","year":2022,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Toronto General Hospital; St. Michael's Hospital; Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; University of Michigan; Fresenius Medical Care North America; Fonds de Recherche du Québec - Santé; Baxter Healthcare Corporation; Government of South Australia; National Institutes of Health; Universidade Paranaense; Recycled Materials Resource Center","keywords":"Medicine; Peritoneal dialysis; Hemodialysis; Dialysis; Mortality rate; Renal replacement therapy; Transplantation; Proportional hazards model; Internal medicine; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0006219267,0.000139924,0.0001957365,0.0006712951,0.0002351464,0.0005632669,0.0003960674,0.0002467038,0.001538828],"category_scores_gemma":[0.003328201,0.000102263,0.0005465226,0.001018188,0.0001843427,0.0004785086,0.0006559254,0.0005929097,0.0001910919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006466817,"about_ca_system_score_gemma":0.0006328751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01576033,"about_ca_topic_score_gemma":0.01160932,"domain_scores_codex":[0.9994316,0.00007841007,0.00007571645,0.0001748027,0.0001349502,0.0001044936],"domain_scores_gemma":[0.9972869,0.0002903135,0.001673413,0.00009990783,0.0004085508,0.0002408965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003490629,0.000007864631,0.9976537,0.00001998207,0.0000410646,0.00002066836,0.00006252356,0.00008876564,0.00005935015,0.00002929353,0.0002553362,0.001726575],"study_design_scores_gemma":[0.000001712731,0.00002174667,0.9993266,0.00001329374,0.0000123855,0.00008232661,0.00007640706,0.0001431996,0.00002851749,0.00002478578,0.0002669658,0.000002050021],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949123,0.000669241,0.0002089688,0.0002565023,0.00001292435,0.000008845264,0.003161034,0.00001819903,0.0007520996],"genre_scores_gemma":[0.9974338,0.0002646627,0.00009139602,0.00004816507,0.00001673748,0.000009446605,0.001976613,0.0000024888,0.0001567193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01576033,"threshold_uncertainty_score":0.0313372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01298579236254243,"score_gpt":0.2781481839710778,"score_spread":0.2651623916085354,"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."}}