{"id":"W336263772","doi":"10.1155/2015/954656","title":"Postoperative Resource Utilization and Survival among Liver Transplant Recipients with Model for End-Stage Liver Disease Score ≥40: A Retrospective Cohort Study","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology and Hepatology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Alberta Health Services","funders":"Canada Research Chairs; University of Alberta; Alberta Innovates - Health Solutions","keywords":"Medicine; Liver disease; Retrospective cohort study; Internal medicine; Intensive care unit; Cohort; Liver transplantation; Model for End-Stage Liver Disease; Gastroenterology; Surgery; Transplantation","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":[0.0007846899,0.0003345505,0.0004082361,0.0009085234,0.0007201329,0.0008835387,0.0005361849,0.0003893108,0.0009955325],"category_scores_gemma":[0.001653477,0.0004367901,0.0006572495,0.001699108,0.0003754159,0.0004360394,0.0005328859,0.0006606209,0.0001573261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001452725,"about_ca_system_score_gemma":0.001569616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1223301,"about_ca_topic_score_gemma":0.1205863,"domain_scores_codex":[0.9993637,0.00007875936,0.00007595393,0.0001635966,0.000149394,0.0001685367],"domain_scores_gemma":[0.9982517,0.0001639575,0.0007727722,0.0001887064,0.000258966,0.0003638453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006246965,0.00001290725,0.9995178,0.000003336514,0.00003640696,0.0000468987,0.00003033679,0.00001533279,0.00004382564,0.000004143806,0.00004020647,0.0001862487],"study_design_scores_gemma":[0.000006874674,0.00006368493,0.9992836,0.000005349756,0.00002943564,0.0002257515,0.0001489564,0.0001279322,0.00002137815,0.000004903769,0.00007775699,0.000004442465],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992854,0.000109306,0.00003160725,0.00001574181,0.000002211392,0.0000108153,0.0004298307,0.000001357355,0.0001136713],"genre_scores_gemma":[0.99933,0.0000892942,0.00003672986,0.00001530036,0.000003765368,0.000006947601,0.0004783718,0.000001028087,0.00003851654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1223301,"threshold_uncertainty_score":0.2432362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04123367223809089,"score_gpt":0.2542957411820554,"score_spread":0.2130620689439645,"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."}}