{"id":"W3014017574","doi":"10.1097/tp.0000000000003175","title":"The ILTS Consensus Conference on Transplant Oncology: Setting the Stage","year":2020,"lang":"en","type":"article","venue":"Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; Toronto General Hospital","funders":"","keywords":"Medicine; Immunosuppression; Hepatocellular carcinoma; Internal medicine; Oncology; Milan criteria; Liver transplantation; Intensive care medicine; Perioperative; Stage (stratigraphy); Transplantation; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002763162,0.0001679777,0.0001929835,0.00002608531,0.000342394,0.00004000748,0.0001447104,0.00009295361,0.00008884844],"category_scores_gemma":[0.00002004004,0.0000917714,0.00009286377,0.0001311079,0.000140776,0.00003266053,0.000002542673,0.0003612516,0.00006904168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003111726,"about_ca_system_score_gemma":0.0001273334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002409068,"about_ca_topic_score_gemma":0.00004750282,"domain_scores_codex":[0.9987801,0.0001307072,0.0003307827,0.0002268238,0.0002944533,0.0002371062],"domain_scores_gemma":[0.9989857,0.0005660655,0.00009744921,0.0001713315,0.00006146158,0.0001180078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.06086017,0.0009890434,0.05625104,0.01176314,0.001565283,0.007152812,0.2348806,0.0007655995,0.1997417,0.2785441,0.02253194,0.1249547],"study_design_scores_gemma":[0.02579326,0.007747219,0.2082029,0.001501019,0.003683572,0.001875733,0.01116684,0.01219656,0.5931253,0.001455934,0.1314242,0.001827508],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5928277,0.0002440422,0.01423892,0.3633111,0.0003904108,0.002410643,0.0005996684,0.0008294666,0.02514812],"genre_scores_gemma":[0.9865387,0.003778654,0.00051507,0.008586413,0.00009983267,0.0000280294,0.0001178941,0.00002183095,0.0003135797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.393711,"threshold_uncertainty_score":0.3742329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05161420453388517,"score_gpt":0.3257962264123356,"score_spread":0.2741820218784505,"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."}}