{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006978436,0.0001502035,0.0003160372,0.000525604,0.0000343409,0.0000445132,0.0001194613,0.00007546686,0.001887171],"category_scores_gemma":[0.0008536845,0.0001180134,0.0002789292,0.0004575047,0.00003530495,0.00006206032,0.0001654723,0.0001284034,0.0003000502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001846547,"about_ca_system_score_gemma":0.0001798945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002671414,"about_ca_topic_score_gemma":0.00005430121,"domain_scores_codex":[0.9973378,0.00005448556,0.0006671601,0.000417021,0.00127747,0.0002461103],"domain_scores_gemma":[0.9988062,0.00004698788,0.000106893,0.000267968,0.0001307777,0.0006411677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001275692,0.005787389,0.6912606,0.0001978397,0.001898706,0.0640674,0.002596427,0.00141136,0.002724411,0.0006840256,0.2121428,0.01595338],"study_design_scores_gemma":[0.002013833,0.0001715103,0.5083435,0.000562583,0.0002086793,0.0005308898,0.0001439345,0.0123275,0.001038079,0.0003530663,0.4739148,0.0003915862],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9637268,0.00001680312,0.00005417318,0.0267477,0.0009775019,0.0003121407,0.00001398692,0.00008195628,0.008068966],"genre_scores_gemma":[0.9926873,0.00004310387,0.00004653338,0.002222801,0.0003809238,0.0001334697,0.0007356707,0.00001874376,0.003731439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2617721,"threshold_uncertainty_score":0.9990252,"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."}}