{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012175,0.0002522178,0.000246783,0.0007799244,0.0003214945,0.0007789871,0.000353002,0.0004498902,0.001733907],"category_scores_gemma":[0.0108572,0.0001364562,0.0005410951,0.0007967291,0.0004273283,0.0006525742,0.0007679021,0.0008423975,0.0001746732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004698665,"about_ca_system_score_gemma":0.0004047862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004712114,"about_ca_topic_score_gemma":0.0004051779,"domain_scores_codex":[0.999017,0.00022556,0.0001535309,0.0001456853,0.0002388387,0.0002194159],"domain_scores_gemma":[0.981522,0.003756357,0.0120712,0.0004123661,0.000730951,0.001507147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003141935,0.00002616893,0.9961858,0.00001441815,0.00003034783,0.0002165027,0.00005064626,0.0001062283,0.0001787273,0.000009691095,0.00003792839,0.002829468],"study_design_scores_gemma":[0.000007580916,0.0003295194,0.9967576,0.00001483312,0.00003043692,0.002285056,0.00007075892,0.0001510081,0.0001891353,0.00002185384,0.0001370833,0.00000513242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990919,0.0005487051,0.0001111602,0.00002790785,0.00000394362,0.000003827054,0.00005366891,0.000003675907,0.000155269],"genre_scores_gemma":[0.999711,0.0000881225,0.00006354439,0.000007701102,0.000008693788,0.000003779802,0.00008720214,0.000001606135,0.00002839058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001733907,"threshold_uncertainty_score":0.006438851,"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."}}