{"id":"W1987965430","doi":"10.1002/lt.21078","title":"Recurrent Hepatocellular Carcinoma After Transplantation","year":2007,"lang":"en","type":"article","venue":"Liver Transplantation","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":151,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Milan criteria; Hepatocellular carcinoma; Liver transplantation; Pathological; Nomogram; Cirrhosis; Internal medicine; Transplantation; Gastroenterology; Multivariate analysis; Surgery; Oncology","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":[0.0002615164,0.0002347462,0.0002264782,0.0002141491,0.0000819893,0.00002096905,0.00005221848,0.0001529894,0.0003081409],"category_scores_gemma":[0.000002808674,0.0002179758,0.0001841836,0.0002304831,0.00004328936,0.0001791302,0.000002823828,0.0001648969,0.0001819136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008052676,"about_ca_system_score_gemma":0.00004473243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001144181,"about_ca_topic_score_gemma":0.00007102469,"domain_scores_codex":[0.9985312,0.0000479955,0.000355909,0.0003474207,0.0003617271,0.0003557029],"domain_scores_gemma":[0.9994087,0.00006436547,0.00005929339,0.0001818906,0.00008314718,0.0002026551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003345112,0.0002153095,0.9664702,0.0008812622,0.00006242721,0.009683794,0.003240397,2.260378e-7,0.004009628,0.000177816,0.00002200756,0.01189182],"study_design_scores_gemma":[0.00294943,0.0004982995,0.9019333,0.0001714571,0.001123857,0.0008821767,0.00006651893,0.001033845,0.0903362,0.00004530168,0.0006723334,0.0002873133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758555,0.001304882,0.01896184,0.0001014139,0.0001980978,0.0007218024,0.00005375169,0.0001166915,0.002686032],"genre_scores_gemma":[0.994629,0.001576824,0.002178226,0.0001807244,0.0001641044,0.00006084811,0.0009813756,0.00003350252,0.0001953967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08632657,"threshold_uncertainty_score":0.8888797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03327784006796775,"score_gpt":0.2411071446528779,"score_spread":0.2078293045849101,"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."}}