{"id":"W2780861983","doi":"10.1097/tp.0000000000002036","title":"Trends in Early Hospital Readmission After Kidney Transplantation, 2002 to 2014","year":2017,"lang":"en","type":"article","venue":"Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Ottawa; Ottawa Hospital; Western University; Institute for Clinical Evaluative Sciences; University Health Network; University of Toronto","funders":"Canadian Institutes of Health Research; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Transplantation; Kidney transplantation; Intensive care medicine; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001148603,0.0002560029,0.0003128379,0.0004221852,0.0001717727,0.00009032275,0.0001386975,0.0001310916,0.0007644676],"category_scores_gemma":[0.00001271559,0.0002212537,0.0001370284,0.0001431857,0.00003929156,0.0004337654,0.000003850615,0.0001506378,0.0004063041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005686417,"about_ca_system_score_gemma":0.00004932006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006398157,"about_ca_topic_score_gemma":0.0002566941,"domain_scores_codex":[0.9984539,0.00003627007,0.0003993598,0.0004190606,0.0003656968,0.0003257208],"domain_scores_gemma":[0.9989731,0.00002847036,0.0001045742,0.0003997902,0.000063484,0.0004305785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00600087,0.0005149869,0.9627141,0.0007778859,0.0001249364,0.002664728,0.008268606,0.00003036204,0.002447176,0.000161377,0.0006884034,0.01560658],"study_design_scores_gemma":[0.006319838,0.0004611239,0.9865025,0.0009328098,0.0002806056,0.00009958288,0.00001761686,0.00002167442,0.004593658,0.0000340367,0.0004889009,0.0002476278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826004,0.000045731,0.00187433,0.003291398,0.0003433086,0.000557171,0.0003306498,0.00007763143,0.0108794],"genre_scores_gemma":[0.9919074,0.0007350006,0.001687281,0.0004908025,0.00007917007,0.0001044892,0.0005888931,0.000035359,0.004371607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02378844,"threshold_uncertainty_score":0.9022464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01425167663754361,"score_gpt":0.3015663468100178,"score_spread":0.2873146701724742,"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."}}