{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001869289,0.0002370975,0.0005956378,0.0005842193,0.0003744592,0.0009848258,0.0003279349,0.0005795952,0.00279596],"category_scores_gemma":[0.00454864,0.0001914081,0.0009134797,0.0005017844,0.0005266269,0.0009746695,0.0007639655,0.001125116,0.0002318765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005481396,"about_ca_system_score_gemma":0.000498934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001762944,"about_ca_topic_score_gemma":0.004863319,"domain_scores_codex":[0.9991165,0.0004586679,0.00007815052,0.00008798086,0.00009085301,0.0001678841],"domain_scores_gemma":[0.9976909,0.001461522,0.000304925,0.00008491227,0.00006804997,0.0003897464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04383944,0.0005114937,0.9300136,0.0001796024,0.0008365596,0.00050276,0.0003138803,0.0005525874,0.0010191,0.0007770616,0.0006808813,0.02077315],"study_design_scores_gemma":[0.000435039,0.002409947,0.9901793,0.0000714447,0.0005848294,0.0005976752,0.001303724,0.001823404,0.000247761,0.0015654,0.0007485046,0.00003302721],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965606,0.001460436,0.0001020917,0.0002939856,0.00004961348,0.000008501768,0.00008051842,0.000002320821,0.001441837],"genre_scores_gemma":[0.9994774,0.0001487298,0.00002838669,0.00006164904,0.0000563756,0.000003844502,0.00006693804,0.000001571647,0.0001551103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00279596,"threshold_uncertainty_score":0.009885848,"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."}}