{"id":"W2150791022","doi":"10.1093/ndt/gfq002","title":"Relationship between double-cuff versus single-cuff peritoneal dialysis catheters and risk of peritonitis","year":2010,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network; Jewish General Hospital","funders":"","keywords":"Medicine; Peritoneal dialysis; Cuff; Peritonitis; Surgery; Hemodialysis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000434531,0.0002605709,0.0006577458,0.0005148998,0.0002042642,0.00003783164,0.0001129526,0.0002881052,0.0001061253],"category_scores_gemma":[0.00009000811,0.0002364098,0.0003845724,0.0004611462,0.0003296713,0.0001619387,0.00002077809,0.0003874123,0.00001952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003134927,"about_ca_system_score_gemma":0.00004906673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004358052,"about_ca_topic_score_gemma":0.0009357552,"domain_scores_codex":[0.9980469,0.0002001175,0.0005947042,0.0004824109,0.0003762939,0.0002995874],"domain_scores_gemma":[0.9984108,0.0005717027,0.0002868188,0.0003849857,0.0001272979,0.0002183855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003846131,0.0003759239,0.9697205,0.0002687412,0.001930455,0.00003994262,0.002729854,0.00009132512,0.01215784,0.001291572,0.00004999329,0.007497685],"study_design_scores_gemma":[0.007369304,0.0004792873,0.9684705,0.00002216485,0.01802244,0.00001257284,0.0001826638,0.0001450686,0.004116363,0.0002916587,0.0006345441,0.0002534494],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996321,0.00008878893,0.0006839984,0.0004956107,0.000251706,0.000374224,0.0001547006,0.00006771745,0.001562283],"genre_scores_gemma":[0.9971996,0.0003706452,0.0009327781,0.00008571499,0.0003185647,0.00005571324,0.0009564424,0.00002992997,0.00005058707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01609199,"threshold_uncertainty_score":0.964051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02584276579381039,"score_gpt":0.2685645759641823,"score_spread":0.2427218101703719,"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."}}