{"id":"W2589099423","doi":"10.1093/ndt/gfw178.25","title":"SP666WHAT IS THE BENEFIT OF RENAL TRANSPLANTATION FOR A COHORT OF PATIENTSAGED 70 YEARS AND OLDER STARTING A RENAL REPLACEMENT THERAPY?","year":2016,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Medicine; Transplantation; Cohort; Renal replacement therapy; Kidney transplantation; Cohort study; Surgery; Internal medicine","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":[0.001067646,0.0001536185,0.00046501,0.0005944182,0.0003006195,0.0006840592,0.0002324921,0.0004806465,0.002561928],"category_scores_gemma":[0.003876241,0.00008019094,0.0008765227,0.000749449,0.0002311225,0.0006252394,0.0002906664,0.0004144724,0.0002261659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003670006,"about_ca_system_score_gemma":0.0004774377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004175622,"about_ca_topic_score_gemma":0.005883706,"domain_scores_codex":[0.999607,0.0001488951,0.00003083894,0.00006347226,0.00007039232,0.00007930976],"domain_scores_gemma":[0.9976331,0.0007083708,0.001015561,0.00008091669,0.0001385631,0.0004235407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003199974,0.00002708242,0.9939045,0.0000334736,0.000181356,0.00005154749,0.00005108551,0.0000774365,0.00008143682,0.00005601033,0.000241664,0.004974323],"study_design_scores_gemma":[0.00002122416,0.0001749803,0.9983888,0.00002754835,0.0001472275,0.0002118947,0.0001932223,0.0001870956,0.00004022783,0.000138139,0.0004650423,0.00000480749],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948747,0.002504644,0.00006288468,0.00117163,0.00002460968,0.000002475058,0.0006807884,0.000003206827,0.000674893],"genre_scores_gemma":[0.9982074,0.0009596681,0.00003775019,0.0001493895,0.00008543087,0.000002080722,0.0004548813,0.000001184126,0.0001021083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004175622,"threshold_uncertainty_score":0.008570492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01456068696678444,"score_gpt":0.2695030719595348,"score_spread":0.2549423849927503,"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."}}