{"id":"W1678445379","doi":"10.1002/lt.23849","title":"Liver graft allocation for hepatocellular carcinoma patients: Is a forced ablate-and-wait protocol nationally applicable?","year":2014,"lang":"en","type":"letter","venue":"Liver Transplantation","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto; Toronto General Hospital","funders":"University of Minnesota","keywords":"Medicine; Liver transplantation; Hepatocellular carcinoma; Cohort; Transplantation; Milan criteria; Internal medicine; Oncology; Surgery; Intensive care 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1825429,0.0005229723,0.003124401,0.001281958,0.002522849,0.007248349,0.005703795,0.02269917,0.00491556],"category_scores_gemma":[0.4975348,0.001120426,0.003628447,0.001808735,0.003680972,0.006267505,0.00366157,0.02197281,0.002008764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005141396,"about_ca_system_score_gemma":0.01448505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002661933,"about_ca_topic_score_gemma":0.003101653,"domain_scores_codex":[0.8502691,0.09949233,0.02737396,0.004336645,0.01672284,0.001805023],"domain_scores_gemma":[0.564729,0.3309579,0.02833218,0.02063815,0.04750427,0.00783853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003655762,0.0004373881,0.002287445,0.01201652,0.00164245,0.0003207346,0.0009476173,0.0008932383,0.0003193258,0.01769103,0.709112,0.2506765],"study_design_scores_gemma":[0.009455378,0.002109629,0.01131065,0.04637404,0.003432588,0.0003728646,0.0008160671,0.005659858,0.001118099,0.04356319,0.875178,0.0006094889],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002435468,0.01061318,0.008445248,0.8034533,0.1660548,0.003359074,0.0005875627,0.0002594914,0.004791995],"genre_scores_gemma":[0.0190539,0.007847673,0.02803858,0.8381472,0.08998676,0.01357218,0.0004924965,0.0002974058,0.002563709],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1825429,"threshold_uncertainty_score":0.9653906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03550532172371762,"score_gpt":0.2428758933536269,"score_spread":0.2073705716299093,"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."}}