{"id":"W2791379072","doi":"10.1002/lt.25017","title":"Living donor liver transplantation for hepatocellular carcinoma: To expand (beyond Milan) or downstage (to Milan)?","year":2018,"lang":"en","type":"letter","venue":"Liver Transplantation","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Milan criteria; Medicine; Hepatocellular carcinoma; Liver transplantation; Liver cancer; Living donor liver transplantation; Internal medicine; Transplantation; Cohort; Surgery; Oncology; Gastroenterology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003750063,0.001033766,0.001104723,0.0008679406,0.0003440373,0.0001509794,0.0003421883,0.001157732,0.0009791178],"category_scores_gemma":[0.00002768357,0.0009114605,0.0005720133,0.0004987002,0.00008291715,0.0002975001,0.00002275225,0.0006960959,0.0007880579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002896967,"about_ca_system_score_gemma":0.0002799099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007018901,"about_ca_topic_score_gemma":0.0003802625,"domain_scores_codex":[0.9954989,0.0002272151,0.0008902823,0.001459762,0.0008537124,0.001070152],"domain_scores_gemma":[0.9976358,0.0006451976,0.0002297091,0.0006561802,0.0003497394,0.0004834036],"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":[0.01846013,0.0009488772,0.1656158,0.05362283,0.002013996,0.1027346,0.07852665,0.000008792959,0.01140983,0.00003566116,0.5569865,0.009636373],"study_design_scores_gemma":[0.02068384,0.01603669,0.06657104,0.01069163,0.03156029,0.007622044,0.0006991307,0.005891337,0.09132936,0.00007219695,0.7412602,0.007582225],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9127075,0.001112753,0.03128023,0.03518619,0.001315402,0.012312,0.004176393,0.0004390602,0.00147046],"genre_scores_gemma":[0.7347429,0.00396168,0.0168362,0.1952268,0.007705829,0.003053113,0.02660927,0.0005404917,0.0113237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1842738,"threshold_uncertainty_score":0.9999899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04946684106864185,"score_gpt":0.2535515369221225,"score_spread":0.2040846958534807,"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."}}