{"id":"W4396994281","doi":"10.1681/asn.20213210s1630a","title":"The Survival Benefit of Re-Kidney Transplantation in Older and Younger Patients with Graft Failure","year":2021,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Kidney transplantation; Transplantation; Nephrology; Internal medicine; Intensive care medicine; 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":[0.001325402,0.0001619666,0.0003104066,0.0003468033,0.0001900632,0.0004589934,0.0001524805,0.0003525616,0.002590618],"category_scores_gemma":[0.004308579,0.00006825356,0.0005783982,0.0003321968,0.000192273,0.0004619179,0.0003894219,0.0005828886,0.0001470346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002601783,"about_ca_system_score_gemma":0.0002571302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009225545,"about_ca_topic_score_gemma":0.001149184,"domain_scores_codex":[0.9995912,0.0001574321,0.00003910033,0.00006590506,0.00005866124,0.00008778985],"domain_scores_gemma":[0.9964494,0.001145793,0.001494887,0.0001339264,0.0001256774,0.0006502878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009516014,0.00006620429,0.9886281,0.00004107465,0.0001438625,0.0001111733,0.00006825179,0.0002246255,0.0003100845,0.00007605656,0.0001830321,0.009196019],"study_design_scores_gemma":[0.00003619299,0.0004136904,0.9978255,0.00002497017,0.0001014785,0.0005151572,0.0001060017,0.0002938012,0.0001114115,0.0001640658,0.000401671,0.000006072695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981079,0.001078333,0.00006042639,0.0002152018,0.00001478572,0.000001894095,0.0001471713,0.00000222766,0.0003720393],"genre_scores_gemma":[0.9993955,0.0002593936,0.00004003733,0.00006131431,0.00004049275,0.000001497144,0.0001445491,8.840001e-7,0.0000563599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002590618,"threshold_uncertainty_score":0.008666515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008296317698318411,"score_gpt":0.2532641677455597,"score_spread":0.2449678500472413,"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."}}