{"id":"W4364354107","doi":"10.1111/ctr.14968","title":"Advances and innovations in living donor liver transplant techniques, matching and surgical training: Meeting report from the living donor liver transplant consensus conference","year":2023,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Living donor liver transplantation; Liver transplantation; Consensus conference; Intensive care medicine; Surgery; General surgery; Transplantation; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002260504,0.0003542748,0.0006972993,0.0002307804,0.000280447,0.00009023266,0.0001467572,0.0003332806,0.00006146204],"category_scores_gemma":[0.0001950116,0.0002781041,0.0001416312,0.0004965508,0.0003794837,0.0002416192,0.0000184323,0.000783045,0.000006312299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000284149,"about_ca_system_score_gemma":0.0001384666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005752217,"about_ca_topic_score_gemma":0.0010747,"domain_scores_codex":[0.9965987,0.0003577328,0.001492249,0.0007468915,0.0003653658,0.0004390769],"domain_scores_gemma":[0.9921466,0.007033518,0.0002805354,0.000262527,0.00009322805,0.0001836587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000710959,0.0002176316,0.90933,0.002067366,0.0001417224,0.007124038,0.03512046,0.00001180526,0.001591161,0.001386939,0.00004783165,0.0422501],"study_design_scores_gemma":[0.002346055,0.0003248843,0.9745066,0.008669967,0.0008379697,0.004005031,0.002825479,0.002292634,0.001379378,0.0008978367,0.001158154,0.0007560522],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989026,0.0009630636,0.0056293,0.0018,0.0001759197,0.0008917034,0.0002647462,0.0005222551,0.0007269761],"genre_scores_gemma":[0.9042767,0.08939926,0.005290709,0.0003526892,0.000189487,0.00006368646,0.0003153644,0.00004363151,0.00006843869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0884362,"threshold_uncertainty_score":0.9999671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07895815815482035,"score_gpt":0.3582600421397373,"score_spread":0.279301883984917,"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."}}