{"id":"W2084855983","doi":"10.1038/sj.ki.5001930","title":"Patient and technique survival on peritoneal dialysis in patients with failed renal allograft: A case–control study","year":2006,"lang":"en","type":"article","venue":"Kidney International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"AGE-WELL","keywords":"Peritoneal dialysis; Medicine; Urology; Dialysis; Surgery; 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":[0.001130168,0.0006358824,0.001117694,0.001455412,0.001270518,0.001421003,0.0007455162,0.001490446,0.002576717],"category_scores_gemma":[0.003123936,0.0006440534,0.001020782,0.001659349,0.001006585,0.001205563,0.0006040006,0.0012437,0.0003338722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004193236,"about_ca_system_score_gemma":0.0003888154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003621222,"about_ca_topic_score_gemma":0.002265125,"domain_scores_codex":[0.9991934,0.0002474735,0.0001019368,0.00019587,0.00009586209,0.0001654072],"domain_scores_gemma":[0.9974534,0.0008146144,0.0006686912,0.0003481517,0.0001852332,0.000529809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001273872,0.0002837632,0.9966766,0.00001328574,0.0001528506,0.0005160863,0.0001992373,0.00004030848,0.0003131694,0.00004080354,0.00004861949,0.0004414398],"study_design_scores_gemma":[0.00009570213,0.001199375,0.9959605,0.000006129544,0.000152621,0.001531155,0.0005166649,0.0002455259,0.0000914043,0.00005457121,0.0001285485,0.00001773828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996011,0.00009298016,0.00003865329,0.00001073153,0.000005330602,0.000005577873,0.00007616081,0.000001737625,0.0001676632],"genre_scores_gemma":[0.9996593,0.00005786609,0.00002566389,0.00001453096,0.00001491448,0.000007421864,0.0001280214,0.000001902838,0.00009035526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003621222,"threshold_uncertainty_score":0.008619964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003926135336000326,"score_gpt":0.222469010219874,"score_spread":0.2185428748838737,"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."}}