{"id":"W4389785388","doi":"10.5500/wjt.v13.i6.357","title":"Outcomes of early hospital readmission after kidney transplantation: Perspectives from a Canadian transplant centre","year":2023,"lang":"en","type":"article","venue":"World Journal of Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Kidney transplantation; Dialysis; Health care; Transplantation; Proportional hazards model; Cohort; Emergency medicine; Kidney transplant; Intensive care medicine; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00176939,0.0004910284,0.0007189654,0.00201241,0.004938718,0.003206326,0.001721863,0.0007653685,0.003701658],"category_scores_gemma":[0.006229204,0.0002527965,0.001050802,0.006306342,0.000940076,0.0008618925,0.002708395,0.001319513,0.0002278514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04478224,"about_ca_system_score_gemma":0.06435972,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9875377,"about_ca_topic_score_gemma":0.9943812,"domain_scores_codex":[0.9971173,0.0002434366,0.0001375656,0.0002984238,0.0009458362,0.001257522],"domain_scores_gemma":[0.9906406,0.0005177834,0.001832163,0.0001859482,0.003567588,0.003255878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008851726,0.00004894989,0.984328,0.00009103518,0.00008457353,0.0002558675,0.002050777,0.0002147978,0.0001174123,0.0002787771,0.00423786,0.008203327],"study_design_scores_gemma":[0.00001368222,0.00004102481,0.9923024,0.0001806118,0.00006814148,0.0001763425,0.004613121,0.0003224102,0.00004243742,0.00008483613,0.002113695,0.00004128932],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9733564,0.004052154,0.0002259748,0.007765258,0.00009141446,0.00005213206,0.006839311,0.0000187328,0.007598633],"genre_scores_gemma":[0.9946839,0.001819439,0.0002742897,0.0008407012,0.00005147154,0.00001528677,0.001852361,0.000009486989,0.0004531172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04478224,"threshold_uncertainty_score":0.3249194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009847558242233293,"score_gpt":0.2622922566609571,"score_spread":0.2524446984187238,"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."}}