{"id":"W4398180550","doi":"10.21037/hbsn-24-7","title":"Enhanced recovery for liver transplantation: recommendations from the 2022 International Liver Transplantation Society Consensus Conference: towards better clinical care in transplant hepatology","year":2024,"lang":"en","type":"editorial","venue":"HepatoBiliary Surgery and Nutrition","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Medicine; Hepatology; Liver transplantation; Consensus conference; Transplantation; Intensive care medicine; Internal medicine; Transplant surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02835103,0.004629112,0.008524862,0.005583988,0.003965646,0.01282461,0.00667906,0.03848486,0.009655751],"category_scores_gemma":[0.06742534,0.002194189,0.006825965,0.003659965,0.003841808,0.007287118,0.003940071,0.05536604,0.01032102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008367687,"about_ca_system_score_gemma":0.01598832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006977163,"about_ca_topic_score_gemma":0.01794524,"domain_scores_codex":[0.9839181,0.00422962,0.003442591,0.001245675,0.006077215,0.001086756],"domain_scores_gemma":[0.9176294,0.0383006,0.005664399,0.001022344,0.0290378,0.008345425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004392575,0.00001363201,0.00002544643,0.00073952,0.00005129997,0.0000383511,0.00001716401,0.00002038837,0.00001973022,0.0001915042,0.9939063,0.004932767],"study_design_scores_gemma":[0.0003929917,0.00005910511,0.0005977235,0.006410206,0.0005153497,0.0002118867,0.0001303339,0.0001941734,0.00009681103,0.001540993,0.9897802,0.00007009367],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001683374,0.01798844,0.0001514898,0.08609904,0.8948885,0.00004208072,0.0001047428,0.00004132399,0.0006675335],"genre_scores_gemma":[0.0003361462,0.02039418,0.0003628292,0.1129979,0.8630456,0.00008768488,0.0001073937,0.00004991428,0.002618456],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03848486,"threshold_uncertainty_score":0.1499364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02951291788662961,"score_gpt":0.3095245503398343,"score_spread":0.2800116324532047,"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."}}