{"id":"W4312503441","doi":"10.1016/j.hpb.2022.05.1240","title":"NASH vs. Non-NASH HCC within and Beyond Milan Criteria in Liver Transplantation for Hepatocellular Carcinoma","year":2022,"lang":"en","type":"article","venue":"HPB","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Liver Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Milan criteria; Liver transplantation; Internal medicine; Population; Liver disease; Gastroenterology; Body mass index; Transplantation; Environmental health","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":[0.00009601015,0.0001035517,0.0001830269,0.00007645484,0.00008837807,0.00001281425,0.00003441868,0.00002692705,0.0002027065],"category_scores_gemma":[0.000004078277,0.00009691382,0.00005373397,0.00006890173,0.00001915983,0.0000458403,0.00001826729,0.0000625802,0.000004585718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006920343,"about_ca_system_score_gemma":0.00004836926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002420698,"about_ca_topic_score_gemma":0.0000446706,"domain_scores_codex":[0.9993183,0.00003024514,0.0001467033,0.0002242445,0.0001397618,0.0001407185],"domain_scores_gemma":[0.9997032,0.00004004495,0.00003206711,0.0001130311,0.0000213768,0.00009022369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009615424,0.0006721054,0.9827625,0.000606543,0.00007150299,0.001506364,0.007478403,0.000005269339,0.001444475,0.0001231985,0.002490484,0.001877627],"study_design_scores_gemma":[0.006314938,0.0008911766,0.9716721,0.00005954654,0.0004078971,0.00008874236,0.000617133,0.01548688,0.003117977,0.00006230395,0.001108933,0.0001723665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975277,0.0008599532,0.0000470619,0.000225584,0.0001129296,0.0007753578,0.0002239717,0.00001423738,0.000213202],"genre_scores_gemma":[0.9973763,0.0001486906,0.0007172456,0.0006803493,0.00004618074,0.0004327187,0.0004312729,0.00001712469,0.0001501151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01548161,"threshold_uncertainty_score":0.3952031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01633989355482547,"score_gpt":0.2512777037252561,"score_spread":0.2349378101704306,"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."}}