{"id":"W1931957718","doi":"10.1111/j.1525-139x.2008.00441.x","title":"Clinical Outcomes after Failed Renal Transplantation—Does Dialysis Modality Matter?","year":2008,"lang":"en","type":"review","venue":"Seminars in Dialysis","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Dialysis; Immunosuppression; Hemodialysis; Peritoneal dialysis; Transplantation; Home hemodialysis; Intensive care medicine; Population; Nephrology; Kidney transplantation; Internal medicine; Urology; Surgery","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":[0.0009074943,0.0003288438,0.002152129,0.0009816563,0.0001810245,0.0007825386,0.0006648467,0.0006639374,0.001698841],"category_scores_gemma":[0.002896685,0.0001015666,0.0006597479,0.001991879,0.0003196799,0.000709872,0.000259017,0.0006289548,0.0004133744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004830899,"about_ca_system_score_gemma":0.0008441982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00114896,"about_ca_topic_score_gemma":0.001837255,"domain_scores_codex":[0.9996067,0.0001540205,0.00007090137,0.00004245051,0.0001052336,0.00002072443],"domain_scores_gemma":[0.9990391,0.0006060474,0.0002010881,0.00001060324,0.0001149408,0.00002842542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002333737,0.00006932199,0.005962851,0.02638062,0.0005157745,0.0005382467,0.0001778397,0.0002669191,0.0002710235,0.0009863651,0.01224874,0.952349],"study_design_scores_gemma":[0.000377525,0.001668314,0.2098863,0.1176072,0.005363422,0.02259778,0.002688063,0.0006423601,0.001075575,0.008820696,0.6291154,0.000157344],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000733471,0.9982382,0.00003174323,0.0004101935,0.00008894267,0.000001961285,0.00001481961,0.000001581138,0.0004791081],"genre_scores_gemma":[0.007357497,0.9919941,0.00005798712,0.0002506122,0.000175722,0.000006670341,0.00002371852,6.969086e-7,0.0001330606],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002152129,"threshold_uncertainty_score":0.005683243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03707009236856106,"score_gpt":0.3785689600766657,"score_spread":0.3414988677081046,"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."}}