{"id":"W2000031733","doi":"10.1002/lt.22477","title":"Living Donor Liver Transplantation Versus Deceased Donor Liver Transplantation for Hepatocellular Carcinoma: Comparable Survival and Recurrence","year":2011,"lang":"en","type":"article","venue":"Liver Transplantation","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Liver transplantation; Living donor liver transplantation; Internal medicine; Gastroenterology; Milan criteria; Transplantation; Liver cancer; Surgery; Survival rate; Cancer","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004308099,0.0005456735,0.0005854057,0.0003023876,0.0003589095,0.00006916391,0.0001545271,0.0003027644,0.0002566254],"category_scores_gemma":[0.00001391505,0.0005493426,0.000275836,0.0002856791,0.0001423302,0.0006653746,0.000007706617,0.0002556848,0.00005803066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001100462,"about_ca_system_score_gemma":0.0001321508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001530627,"about_ca_topic_score_gemma":0.0007055934,"domain_scores_codex":[0.9972532,0.0002493362,0.0006189737,0.0008274317,0.0004455781,0.0006055149],"domain_scores_gemma":[0.9983532,0.0006195175,0.000201865,0.0002859041,0.0002019028,0.0003376083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02470831,0.00111572,0.8894602,0.01271235,0.0005705904,0.005682855,0.04924024,0.000009026499,0.004876095,0.001339112,0.00006171031,0.0102238],"study_design_scores_gemma":[0.02331281,0.003269854,0.8345464,0.001401827,0.01077886,0.001203947,0.0009699453,0.05013521,0.07246157,0.00008625721,0.0002284251,0.001604869],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9632298,0.002363242,0.02965118,0.00003441571,0.0004737614,0.002211944,0.0004634459,0.000170142,0.001402109],"genre_scores_gemma":[0.970557,0.02030959,0.00626718,0.00005356567,0.0001763865,0.0003149383,0.002144655,0.00007301586,0.0001036577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06758548,"threshold_uncertainty_score":0.9996958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09454944127280268,"score_gpt":0.2545516666973768,"score_spread":0.1600022254245741,"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."}}