{"id":"W3212252159","doi":"10.1007/s11605-021-05206-8","title":"Non-transplantable Recurrence After Resection for Transplantable Hepatocellular Carcinoma: Implication for Upfront Treatment Choice","year":2021,"lang":"en","type":"article","venue":"Journal of Gastrointestinal Surgery","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"Xi’an Jiaotong University","keywords":"Medicine; Milan criteria; Hepatocellular carcinoma; Liver transplantation; Cirrhosis; Surgery; Resection; Incidence (geometry); 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":[],"consensus_categories":[],"category_scores_codex":[0.0005130342,0.0002847628,0.0007334295,0.0002067009,0.0001323786,0.00004605223,0.00006312819,0.00007644219,0.00005749391],"category_scores_gemma":[0.0001579435,0.0002367457,0.0008338731,0.0002127828,0.00003306556,0.0002124792,0.000006211578,0.0001595998,0.000004083782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003349489,"about_ca_system_score_gemma":0.0006984511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008821549,"about_ca_topic_score_gemma":0.00003961584,"domain_scores_codex":[0.9980697,0.00005147677,0.0007939475,0.0003274309,0.0002741121,0.0004833454],"domain_scores_gemma":[0.9975465,0.0007324615,0.0003649453,0.0002313963,0.0008351996,0.0002894799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006260531,0.0006188061,0.961646,0.0005728282,0.000143082,0.0007979649,0.00006531255,0.000003558273,0.0271437,0.0000042186,0.001289406,0.001454622],"study_design_scores_gemma":[0.009709031,0.01060305,0.4996385,0.003638719,0.003290981,0.02992512,0.0001201891,0.004909282,0.4237309,0.0001228729,0.01370725,0.0006041377],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975569,0.001929315,0.02048334,0.000664822,0.0002887786,0.0008286891,0.000165533,0.00001623742,0.00005425752],"genre_scores_gemma":[0.9851584,0.0002645937,0.01286881,0.00004818707,0.0006258466,0.0002747508,0.0003210384,0.00004201204,0.0003963383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4620075,"threshold_uncertainty_score":0.9654211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07710046451304295,"score_gpt":0.2726190982357205,"score_spread":0.1955186337226776,"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."}}