{"id":"W4200598841","doi":"10.1111/ctr.14553","title":"Pre‐transplant maintenance dialysis duration and outcomes after kidney transplantation: A multicenter population‐based cohort study","year":2021,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Toronto; Ottawa Hospital; University Health Network; Western University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Dialysis; Hazard ratio; Transplantation; Population; Kidney transplantation; Internal medicine; Cohort; Cohort study; Proportional hazards model; Intensive care medicine; Confidence interval","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001783744,0.0003902631,0.0005768418,0.0006973579,0.001237106,0.001272519,0.0008698985,0.0007498293,0.0009611474],"category_scores_gemma":[0.002780778,0.0005851631,0.000849858,0.002094631,0.0003917477,0.0007756811,0.0008684025,0.0009227998,0.0001844969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001771443,"about_ca_system_score_gemma":0.002178016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1343995,"about_ca_topic_score_gemma":0.1691082,"domain_scores_codex":[0.9988099,0.000227921,0.0001400696,0.0003346163,0.0002252059,0.0002623267],"domain_scores_gemma":[0.997168,0.0002370706,0.0009433297,0.0004703659,0.0005307863,0.0006504782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001341013,0.00005005984,0.9988962,0.000006714113,0.0001264371,0.00003658201,0.0001192043,0.00001535184,0.0001052552,0.00001023188,0.0001398019,0.0003600284],"study_design_scores_gemma":[0.00002728258,0.00006548416,0.9992623,0.000006466501,0.00007347664,0.00009106049,0.0001693091,0.0000905417,0.00001998594,0.00001006609,0.000177471,0.000006535798],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985959,0.0001779712,0.00007310649,0.0000622406,0.000006923251,0.00002306584,0.0009092608,0.000002561444,0.000149059],"genre_scores_gemma":[0.9987596,0.0001229414,0.0001242155,0.00008019702,0.00001769202,0.00002518746,0.0007462667,0.000002887089,0.0001209244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1343995,"threshold_uncertainty_score":0.2672345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02748211817044894,"score_gpt":0.3553299034381388,"score_spread":0.3278477852676898,"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."}}