{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001077679,0.0001671368,0.0002737653,0.00008088492,0.00007710657,0.00009067955,0.0001267057,0.00006121644,0.0002920311],"category_scores_gemma":[0.0001478368,0.0001102725,0.0001043307,0.0003083154,0.00003836692,0.0001419543,0.00002539318,0.0001708831,0.00003990782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006495264,"about_ca_system_score_gemma":0.000225577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003149793,"about_ca_topic_score_gemma":0.0001288448,"domain_scores_codex":[0.9988163,0.00007506501,0.0002623617,0.0003026371,0.0002690901,0.0002745791],"domain_scores_gemma":[0.999093,0.0001286503,0.00003507244,0.0002987522,0.00006301779,0.000381531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008335397,0.0004036558,0.97617,0.0007796093,0.0003325204,0.002862955,0.004981738,0.00002907849,0.002439445,0.0005089344,0.006036183,0.004622362],"study_design_scores_gemma":[0.003514158,0.0001091984,0.9568092,0.002654215,0.0002778117,0.0003705379,0.0001477349,0.00008577309,0.0175937,0.0004201957,0.01777653,0.0002409369],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7353054,0.00136943,0.00217585,0.1980861,0.00113665,0.002197986,0.001051775,0.0002052575,0.05847159],"genre_scores_gemma":[0.9807581,0.0003388354,0.0006953599,0.01303725,0.00007089618,0.00005158404,0.0002355937,0.00002352708,0.004788873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2454527,"threshold_uncertainty_score":0.4496781,"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."}}