{"id":"W3205713012","doi":"10.34067/kid.0003162021","title":"Disparities in Access to Preemptive Repeat Kidney Transplant: Still Missing the Mark?","year":2021,"lang":"en","type":"article","venue":"Kidney360","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre; Montreal Children's Hospital; Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Dialysis; Kidney transplant; Logistic regression; Proportional hazards model; Cohort; Internal medicine; Kidney transplantation; Kidney; Demography; 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":[0.002770096,0.0001184405,0.0003747226,0.0005309448,0.0003731382,0.0007665908,0.0005453109,0.0004675368,0.00265822],"category_scores_gemma":[0.007350397,0.0001047694,0.0003512566,0.001083172,0.0008680563,0.001548253,0.001012142,0.0009837389,0.00009343238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001006725,"about_ca_system_score_gemma":0.001987928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02122881,"about_ca_topic_score_gemma":0.02477825,"domain_scores_codex":[0.9986639,0.000453188,0.00009314004,0.0002073117,0.0002045095,0.0003779539],"domain_scores_gemma":[0.9961831,0.001104327,0.001469636,0.0001673066,0.000310486,0.0007650848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001013089,0.00008062778,0.9544047,0.0001759172,0.0001921555,0.0001141484,0.001202127,0.0003159841,0.0001269384,0.006543494,0.003434837,0.03330783],"study_design_scores_gemma":[0.00001767654,0.00007112101,0.9830851,0.0004364683,0.0001009435,0.0001723664,0.002955707,0.0009232304,0.00007397108,0.008205134,0.003933932,0.00002433988],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9544746,0.008954593,0.000803914,0.03184683,0.0001516607,0.00001409827,0.0006657169,0.000009670446,0.003078912],"genre_scores_gemma":[0.9980388,0.0009744594,0.00008417772,0.000657752,0.00008328378,0.000003846063,0.0001115261,0.000001889315,0.00004421696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02122881,"threshold_uncertainty_score":0.04221052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03315938889256457,"score_gpt":0.3205240183587334,"score_spread":0.2873646294661688,"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."}}