{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009388201,0.0002433301,0.0003600384,0.002216757,0.0005483433,0.001281946,0.001056911,0.000440622,0.001642501],"category_scores_gemma":[0.004545134,0.0001979346,0.0007557368,0.003642363,0.0003227681,0.000714966,0.000893229,0.0007249401,0.0002505885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007920147,"about_ca_system_score_gemma":0.005804158,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6003777,"about_ca_topic_score_gemma":0.7515779,"domain_scores_codex":[0.9984333,0.00008594416,0.0002393739,0.0003102838,0.0005625152,0.000368585],"domain_scores_gemma":[0.9933153,0.0003154808,0.003286706,0.0001288473,0.002195023,0.0007587021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004377011,0.0000120453,0.996465,0.00005819099,0.00006305685,0.0000216685,0.0001210338,0.00009785622,0.00006435796,0.00003828623,0.001411893,0.001602831],"study_design_scores_gemma":[0.000002644891,0.0000104009,0.9990712,0.00002113764,0.00001350002,0.0000470619,0.0001405901,0.0001290242,0.00002439002,0.000006224199,0.0005302432,0.000003673588],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9577366,0.002235462,0.0002271096,0.0007881759,0.00003962057,0.00003727962,0.03677772,0.00005831255,0.00209969],"genre_scores_gemma":[0.9767702,0.001232493,0.0002130843,0.0002347822,0.00004348252,0.00003337104,0.02071556,0.00001141132,0.0007456352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6003777,"threshold_uncertainty_score":0.8039516,"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."}}