{"id":"W4386812599","doi":"10.1016/j.ekir.2023.09.015","title":"Catheter Event Rates in Medical Compared to Surgical Peritoneal Dialysis Catheter Insertion","year":2023,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Health and Medical Research Council; Medical Research Council; James Cook University; Canadian Institutes of Health Research; Imperial College London; Department of Health and Social Care; National Institute for Health and Care Research; University Hospitals of Leicester NHS Trust; Patient-Centered Outcomes Research Institute; National Research Council of Thailand; National Science and Technology Development Agency; Chulalongkorn University; Baxter International","keywords":"Medicine; Catheter; Peritoneal dialysis; Hazard ratio; Dialysis catheter; Hemodialysis Catheter; Hemodialysis; Surgery; Cohort; Confidence interval; Dialysis; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004586467,0.000190879,0.0003807877,0.0006091749,0.0002229076,0.000759723,0.0005780096,0.0004881772,0.00326302],"category_scores_gemma":[0.01564438,0.0002094577,0.001170138,0.0005724154,0.0002711518,0.0004885365,0.0007578217,0.0007391879,0.0001655817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003594968,"about_ca_system_score_gemma":0.0004065089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002334316,"about_ca_topic_score_gemma":0.001649371,"domain_scores_codex":[0.9976666,0.0009780101,0.0002712689,0.0005604648,0.0003110368,0.0002126926],"domain_scores_gemma":[0.9796453,0.008692764,0.008916445,0.001117197,0.0005167411,0.001111489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000537214,0.00003797658,0.9974915,0.00002814723,0.0001433641,0.00001699678,0.00006161234,0.0001358647,0.00007526307,0.00003975943,0.00006631164,0.001366084],"study_design_scores_gemma":[0.00001869059,0.0003011548,0.9985791,0.000009973849,0.00007121307,0.0001109789,0.00007176585,0.0005807448,0.0001002472,0.0000571679,0.00009323095,0.000005776606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988176,0.0002720484,0.0002429698,0.00006169506,0.000008932493,0.000009341873,0.0004173691,0.000005315762,0.0001646729],"genre_scores_gemma":[0.9993861,0.00005542288,0.0001172937,0.00001549951,0.000007339192,0.000007007748,0.0003212904,0.000001935945,0.00008815496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004586467,"threshold_uncertainty_score":0.02425587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0176785043338438,"score_gpt":0.328448356805952,"score_spread":0.3107698524721082,"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."}}