{"id":"W3022655285","doi":"10.21037/hbsn.2020.01.04","title":"Liver transplantation for unresectable colorectal metastasis: a new hope","year":2020,"lang":"en","type":"letter","venue":"HepatoBiliary Surgery and Nutrition","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Liver transplantation; Metastasis; Internal medicine; Colorectal cancer; Transplantation; Oncology; General surgery; Gastroenterology; 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":[0.0001910277,0.0004209921,0.0009040638,0.0002771247,0.0001516862,0.00005939756,0.00004811634,0.0005844372,0.000174449],"category_scores_gemma":[0.00006012366,0.0003983072,0.0005724878,0.0002521534,0.00005866635,0.0002103517,0.00001265388,0.0005615553,0.00002921962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006773412,"about_ca_system_score_gemma":0.0002559631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001662422,"about_ca_topic_score_gemma":0.00001504835,"domain_scores_codex":[0.9980373,0.0001705148,0.0004386824,0.0006514932,0.0002904032,0.0004116226],"domain_scores_gemma":[0.9985372,0.0008228816,0.0001393627,0.0001742546,0.0001015751,0.0002247576],"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":[0.002405063,0.0001812453,0.01995745,0.007842209,0.0003510891,0.005354978,0.0001422364,1.059549e-8,0.0002506174,0.000003703362,0.9563368,0.007174594],"study_design_scores_gemma":[0.002884635,0.001177222,0.0008269118,0.001359218,0.003256829,0.0009527354,0.00002579329,0.0007473995,0.01226607,0.0003214074,0.9755248,0.0006569905],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.32801,0.02879347,0.000764181,0.6314163,0.0008199844,0.00755096,0.001905393,0.0004537517,0.000286048],"genre_scores_gemma":[0.3960893,0.07764565,0.003766416,0.4406273,0.01197268,0.003482719,0.06436731,0.0003697624,0.001678844],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1907889,"threshold_uncertainty_score":0.9998469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06720743805420139,"score_gpt":0.2439650053828022,"score_spread":0.1767575673286008,"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."}}