{"id":"W2131875762","doi":"10.1093/ndt/gfn003","title":"Complications and catheter survival with prolonged embedding of peritoneal dialysis catheters","year":2008,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Catheter; Peritoneal dialysis; Peritonitis; Surgery; Dialysis; Anesthesia","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001538281,0.0001712651,0.0004757571,0.0002907503,0.0001502226,0.000008509934,0.00006601284,0.00008311823,0.00001951373],"category_scores_gemma":[0.000008184611,0.0001310656,0.0001763073,0.0002967454,0.0002805014,0.0000808672,0.00001021755,0.00009485057,0.000005867364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002023222,"about_ca_system_score_gemma":0.00004209401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001025141,"about_ca_topic_score_gemma":0.0001162528,"domain_scores_codex":[0.9987382,0.0001181106,0.0003363663,0.0003424848,0.0002665989,0.0001982848],"domain_scores_gemma":[0.9992995,0.00008069367,0.0001409928,0.0002546228,0.0001100167,0.0001142344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00990513,0.004787894,0.7747739,0.001549904,0.01136504,0.000615305,0.04077349,0.005825176,0.13169,0.001678066,0.0002729675,0.01676316],"study_design_scores_gemma":[0.003326955,0.0005988128,0.985868,0.00004661174,0.00537829,0.0001363255,0.0002373115,0.002049541,0.001699524,0.00003210389,0.0003935807,0.0002329664],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921749,0.00008634029,0.004706901,0.001041136,0.00003003209,0.0003666137,0.00003199483,0.00004360495,0.001518431],"genre_scores_gemma":[0.9972526,0.0005660554,0.00118733,0.0004479919,0.00004244958,0.00009064383,0.0003597674,0.00001832346,0.00003478254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2110941,"threshold_uncertainty_score":0.5344701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01644272370535292,"score_gpt":0.2568990606776348,"score_spread":0.2404563369722819,"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."}}