{"id":"W1984140426","doi":"10.1371/journal.pone.0080661","title":"Predicting Survival after Liver Transplantation Based on Pre-Transplant MELD Score: a Systematic Review of the Literature","year":2013,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Liver transplantation; Medicine; Transplantation; Cochrane Library; Meta-analysis; Internal medicine; Population; MEDLINE; Systematic review; Critical appraisal; Liver disease; Model for End-Stage Liver Disease; Pathology; Biology; Alternative medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000359144,0.000490598,0.002510783,0.0001636512,0.0000527056,0.00002974048,0.0002360254,0.0002878945,0.0001257385],"category_scores_gemma":[0.00004529415,0.0002736757,0.0007802348,0.000432281,0.00004376717,0.0001132582,0.000007983679,0.0005481775,0.00004701867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000671697,"about_ca_system_score_gemma":0.0002462805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001691152,"about_ca_topic_score_gemma":0.000005686454,"domain_scores_codex":[0.9965062,0.000633526,0.001075909,0.0004160261,0.001130598,0.0002377167],"domain_scores_gemma":[0.9979305,0.0004265451,0.0005654906,0.0007186966,0.0002270625,0.0001316761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001205353,0.000588863,0.0001651482,0.9965637,0.001677047,0.0001316033,0.0004360058,1.423012e-7,0.000004095119,0.00000564711,0.000003775784,0.0003034066],"study_design_scores_gemma":[0.0004336325,0.0001341218,0.0002392355,0.9003434,0.09844835,0.00004375187,0.000002158631,0.00004541207,0.00007800304,0.000001296723,0.00001904035,0.0002116456],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007328242,0.9893066,0.00001750627,0.00004185522,0.00008310295,0.008460074,0.001136533,0.00005565898,0.0001657932],"genre_scores_gemma":[0.00209768,0.9943559,0.00006789141,0.0003377373,0.000132436,0.00141711,0.001379091,0.00006765335,0.0001445115],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.09677131,"threshold_uncertainty_score":0.9999716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03891774456746901,"score_gpt":0.2599047224079378,"score_spread":0.2209869778404688,"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."}}