{"id":"W7116977905","doi":"10.1097/lvt.0000000000000793","title":"A new chapter for global progress: ILTS leadership on the future of liver transplantation","year":2025,"lang":"en","type":"article","venue":"Liver Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Liver transplantation; MEDLINE; Liver failure; Transplantation; Graft rejection","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":[],"consensus_categories":[],"category_scores_codex":[0.0001287395,0.0002002812,0.0002348707,0.0001093646,0.00009460165,0.00001886584,0.000121382,0.0001574256,0.000122933],"category_scores_gemma":[0.000003639081,0.0001443693,0.0001807231,0.0002143815,0.00006919816,0.000112045,0.000001778143,0.0001288922,0.000009436419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003816087,"about_ca_system_score_gemma":0.00008367709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004446453,"about_ca_topic_score_gemma":0.0001170641,"domain_scores_codex":[0.9989169,0.00003750285,0.0003216357,0.0002612576,0.0002567824,0.0002059181],"domain_scores_gemma":[0.9994116,0.0001479244,0.00009648989,0.0001825402,0.00009916557,0.00006224721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.01944935,0.0005147245,0.0291302,0.03598311,0.0006278267,0.0004160264,0.01390127,0.00002439104,0.002502949,0.7538065,0.00284253,0.1408011],"study_design_scores_gemma":[0.01253401,0.001916633,0.6976226,0.003655165,0.004717386,0.0004082505,0.001162017,0.0004815321,0.2656914,0.004924925,0.006181677,0.0007043782],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3205352,0.007835688,0.6000643,0.04414103,0.001387071,0.009685549,0.00152074,0.0008624834,0.01396795],"genre_scores_gemma":[0.9776009,0.01224733,0.006808157,0.00201755,0.0001739586,0.00006989729,0.0003391365,0.000019933,0.0007231723],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7488816,"threshold_uncertainty_score":0.5887208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03022928141679423,"score_gpt":0.2875512059507615,"score_spread":0.2573219245339673,"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."}}