{"id":"W4406938051","doi":"10.1093/ckj/sfaf024","title":"Associations between initial dialysis access types and death from dialysis withdrawal in incident patients with kidney failure","year":2025,"lang":"en","type":"article","venue":"Clinical Kidney Journal","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Dialysis; Hazard ratio; Peritoneal dialysis; Interquartile range; Hemodialysis; Proportional hazards model; Central venous catheter; Dialysis catheter; Confidence interval; Internal medicine; Renal replacement therapy; Catheter; 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":[0.0008661679,0.0001802126,0.0003012085,0.0005810922,0.0002465488,0.0004803222,0.0003252345,0.000264082,0.0009688829],"category_scores_gemma":[0.003434169,0.0002109826,0.0006916146,0.0006920472,0.0002194778,0.0002997295,0.0005253507,0.0007573687,0.0000758053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004273484,"about_ca_system_score_gemma":0.000403661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009595335,"about_ca_topic_score_gemma":0.009258123,"domain_scores_codex":[0.9994891,0.0001407809,0.00007423916,0.000105793,0.00009875806,0.00009127907],"domain_scores_gemma":[0.9965797,0.0005808935,0.001962526,0.000168969,0.0003011149,0.0004068236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004317195,0.000008333813,0.9995301,0.000004762859,0.00003196307,0.00001365534,0.00001301565,0.00002803284,0.00002763418,0.000003670476,0.00002495324,0.0002708673],"study_design_scores_gemma":[0.000003392517,0.00002190663,0.9996972,0.000003242477,0.00001488478,0.00006055061,0.00001977039,0.0001209306,0.00001230677,0.000007560526,0.0000369101,0.00000124371],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993258,0.0002067209,0.00006113936,0.00003093293,0.000002964973,0.000004913011,0.0002319468,0.000002133998,0.0001335713],"genre_scores_gemma":[0.9995279,0.0000808804,0.00004348726,0.00001133592,0.000004578657,0.000004815775,0.0002756799,7.572417e-7,0.00005054527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009595335,"threshold_uncertainty_score":0.01907897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05172752802730279,"score_gpt":0.418619963545118,"score_spread":0.3668924355178152,"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."}}