{"id":"W7119033840","doi":"10.1097/lvt.0000000000000802","title":"Proceedings of the 30th Annual Congress of the International Liver Transplantation Society","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":true,"ca_institutions":"Western University","funders":"","keywords":"Vanguard; Liver transplantation; MEDLINE; Transplantation; Orthotopic liver transplantation; Consensus conference","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":[0.002793374,0.000877304,0.0005317691,0.001095668,0.001118554,0.002881133,0.0006582497,0.001525163,0.03392708],"category_scores_gemma":[0.002634879,0.0001719071,0.0005975919,0.0005214658,0.0006754684,0.0009719321,0.001702764,0.002226454,0.009873695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001612753,"about_ca_system_score_gemma":0.003555287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001413101,"about_ca_topic_score_gemma":0.004666329,"domain_scores_codex":[0.9989491,0.0002625127,0.00008566427,0.00007760096,0.000451427,0.0001736962],"domain_scores_gemma":[0.9982094,0.0001730131,0.0001499925,0.00004842272,0.0006920987,0.0007271978],"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":[0.0001472454,0.0001103641,0.00119725,0.0003395488,0.00002904387,0.000275516,0.0002460412,0.0001387839,0.0007417972,0.002702209,0.8870814,0.1069907],"study_design_scores_gemma":[0.0000131552,0.00004802573,0.00238925,0.0002936988,0.000009033317,0.000195178,0.0001892511,0.00006704024,0.0003038883,0.0007366187,0.9957431,0.00001175964],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.01562515,0.1290321,0.003489833,0.1612058,0.3929763,0.0006409141,0.00137351,0.0002653842,0.295391],"genre_scores_gemma":[0.06275009,0.1073042,0.00288696,0.01987349,0.1416278,0.0007129295,0.002645398,0.0002350472,0.661964],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03392708,"threshold_uncertainty_score":0.1134974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007217822250947225,"score_gpt":0.2471567277634603,"score_spread":0.2399389055125131,"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."}}