{"id":"W2314956549","doi":"10.1097/tp.0000000000000917","title":"Early Hospital Readmissions After Transplantation","year":2015,"lang":"en","type":"review","venue":"Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Toronto; University of Ottawa; Institute for Clinical Evaluative Sciences; Western University","funders":"","keywords":"Medicine; Transplantation; Intensive care medicine; Comorbidity; Liver transplantation; Kidney transplantation; Organ transplantation; Hospital readmission; Incidence (geometry); Hospital discharge; MEDLINE; Emergency medicine; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001523492,0.0006681816,0.001572323,0.000407112,0.00008450652,0.00005608432,0.0001250405,0.0004995253,0.0002536097],"category_scores_gemma":[0.000006073774,0.0005032077,0.0007252865,0.0004058816,0.00005465239,0.0002498497,0.00000375009,0.0004246579,0.0006822282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001744116,"about_ca_system_score_gemma":0.0004491945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004971958,"about_ca_topic_score_gemma":0.000009031744,"domain_scores_codex":[0.9973263,0.0001373025,0.0008827128,0.0006146178,0.0006453765,0.0003936873],"domain_scores_gemma":[0.9986626,0.0001117916,0.0002611456,0.0003632505,0.0001428482,0.0004583847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001405952,0.0007273361,0.0007622748,0.1405885,0.001418807,0.006717357,0.003374709,0.000001869688,0.000002084878,0.0002007553,0.0001278666,0.8446726],"study_design_scores_gemma":[0.01083764,0.001951346,0.01115062,0.1173051,0.04920933,0.005013552,0.00004921951,0.000006178841,0.00002962877,0.0001539217,0.8022746,0.002018845],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005501528,0.9910364,0.0008090885,0.00004964621,0.0004730553,0.002191419,0.001313749,0.0002251113,0.003351391],"genre_scores_gemma":[0.000980876,0.9873712,0.001108683,0.00004658219,0.0001790383,0.0004373678,0.008293559,0.0001243802,0.001458326],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8426537,"threshold_uncertainty_score":0.999742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04745879528659723,"score_gpt":0.3576229789647445,"score_spread":0.3101641836781473,"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."}}