{"id":"W3013824861","doi":"10.1097/tp.0000000000003174","title":"Liver Transplantation for Hepatocellular Carcinoma. Working Group Report from the ILTS Transplant Oncology Consensus Conference","year":2020,"lang":"en","type":"review","venue":"Transplantation","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":214,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Hepatocellular carcinoma; Medicine; Liver transplantation; Oncology; Transplantation; Internal medicine; Milan criteria; Liver disease; Living donor liver transplantation; Carcinoma; Surgery; Urology","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":[0.0004632686,0.000844286,0.002223319,0.0001503265,0.00027609,0.00007307776,0.0002838019,0.0007876782,0.0001120496],"category_scores_gemma":[0.00002376411,0.0006100167,0.001118878,0.0003312258,0.000152025,0.00006825243,0.00000786736,0.0006756212,0.00007190114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002427734,"about_ca_system_score_gemma":0.0008069129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005159251,"about_ca_topic_score_gemma":0.0002434714,"domain_scores_codex":[0.9959707,0.0005115941,0.001410307,0.001086021,0.0004897512,0.0005316848],"domain_scores_gemma":[0.9968021,0.001656323,0.0006393354,0.0004902713,0.0001326259,0.0002793371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002539766,0.0002875693,0.01212998,0.03548437,0.001613296,0.05652072,0.006322022,3.472897e-7,0.00009249827,0.0003235679,0.000335134,0.8843507],"study_design_scores_gemma":[0.004777432,0.0007725628,0.0009205143,0.01369545,0.04100669,0.01031537,0.00009235402,0.001633566,0.0002407225,0.00006681218,0.9255249,0.0009536322],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004152919,0.9746819,0.01020663,0.0006183527,0.0005219345,0.00669744,0.002269506,0.0002045985,0.0006466922],"genre_scores_gemma":[0.1078648,0.8568592,0.001678981,0.0001454546,0.0005475248,0.001004664,0.0317089,0.0001252381,0.00006521279],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9251898,"threshold_uncertainty_score":0.9996351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1740908815243502,"score_gpt":0.3179187976418672,"score_spread":0.143827916117517,"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."}}