{"id":"W2095039939","doi":"10.1097/01.tp.0000235434.13327.11","title":"Evaluating the Survival Benefit of Kidney Retransplantation","year":2006,"lang":"en","type":"article","venue":"Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":128,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Dialysis; Hazard ratio; Proportional hazards model; Renal replacement therapy; Relative risk; Kidney disease; Internal medicine; Survival analysis; Surgery; Kidney transplantation; Kidney; Confidence interval","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":[0.0002405949,0.0001404271,0.0002122629,0.00008354345,0.0001000887,0.0000124155,0.00006163516,0.00006405628,0.0001159345],"category_scores_gemma":[0.0000117257,0.0000943467,0.0001233475,0.0002200768,0.00005113654,0.0001008773,0.000001263248,0.00009331456,0.00001929608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000243728,"about_ca_system_score_gemma":0.00007729509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004058952,"about_ca_topic_score_gemma":0.00005939116,"domain_scores_codex":[0.998719,0.00005103748,0.0004157548,0.0001815382,0.0004724059,0.0001602812],"domain_scores_gemma":[0.9993668,0.0001562005,0.0001270853,0.0001622888,0.0001124933,0.00007508803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008267225,0.0008107293,0.5916896,0.005439865,0.0006213041,0.0002023536,0.003168046,0.004811636,0.334482,0.03896961,0.0001092402,0.01142837],"study_design_scores_gemma":[0.006979879,0.0005956056,0.9142181,0.0007173069,0.0012916,0.0002233163,0.00006337025,0.001339155,0.07298584,0.001356662,0.00005222243,0.000176911],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982259,0.00007994162,0.006569534,0.0007357676,0.0001964406,0.0005332669,0.000189593,0.0000604165,0.009376017],"genre_scores_gemma":[0.9950094,0.0002567217,0.002406907,0.0001767143,0.0000770082,0.00002186952,0.001328833,0.00001806869,0.0007045265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3225285,"threshold_uncertainty_score":0.3847347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04925198621974027,"score_gpt":0.3548959518526314,"score_spread":0.3056439656328911,"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."}}