{"id":"W1979351482","doi":"10.3747/pdi.2012.00280","title":"Is Dialysis Modality a Factor in the Survival of Patients Initiating Dialysis after Kidney Transplant Failure?","year":2013,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; University of British Columbia; St. Michael's Hospital","funders":"","keywords":"Medicine; Peritoneal dialysis; Dialysis; Hazard ratio; Hemodialysis; Internal medicine; Proportional hazards model; Confidence interval; Kidney disease; Cohort; Risk factor; Gastroenterology; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002011067,0.0002059744,0.0003975092,0.0006664739,0.0003667735,0.000865214,0.0005654524,0.0009990956,0.002644645],"category_scores_gemma":[0.01039478,0.0001502661,0.001122082,0.001359223,0.0004859031,0.0007888562,0.0004595899,0.001227614,0.0002450847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003826906,"about_ca_system_score_gemma":0.0006420969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002394193,"about_ca_topic_score_gemma":0.002832356,"domain_scores_codex":[0.9990396,0.0003670012,0.0001309176,0.0001645235,0.0001499561,0.0001479728],"domain_scores_gemma":[0.989205,0.003735615,0.004909893,0.0004700242,0.0004759158,0.001203491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001598857,0.00001569416,0.9982187,0.00001214416,0.00007486286,0.00003384311,0.00001939591,0.00006299307,0.00003682123,0.0000141598,0.00007415655,0.00127733],"study_design_scores_gemma":[0.000009812246,0.00009321328,0.9988202,0.00002080401,0.00009796366,0.000214037,0.0000709073,0.0004053091,0.00002936273,0.00008827604,0.0001445495,0.000005370323],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958292,0.002349751,0.0002021127,0.0006565715,0.00003876406,0.000006228373,0.0003428734,0.000006962632,0.0005674325],"genre_scores_gemma":[0.9994283,0.000243593,0.00004683234,0.00005806702,0.00006288297,0.000002330882,0.0001204094,0.000001792176,0.0000356475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002644645,"threshold_uncertainty_score":0.01063561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02114399374413464,"score_gpt":0.288787688966524,"score_spread":0.2676436952223893,"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."}}