{"id":"W3013300383","doi":"10.1002/bjs.11559","title":"Liver transplantation outcomes after transarterial chemotherapy for hepatocellular carcinoma","year":2020,"lang":"en","type":"article","venue":"British journal of surgery","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Medical Research Council; National Institute for Health and Care Research; NHS Blood and Transplant","keywords":"Medicine; Hepatocellular carcinoma; Liver transplantation; Chemotherapy; Carcinoma; Transplantation; Internal medicine; Oncology; General surgery","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":[0.0002806935,0.000150879,0.000599965,0.00008152989,0.00004618716,0.00004709412,0.00005098808,0.00009728639,0.0003347902],"category_scores_gemma":[0.00003884989,0.0001506518,0.0007739479,0.00009875379,0.00003364964,0.0001742989,0.000002195121,0.0001322496,0.000006207209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002613726,"about_ca_system_score_gemma":0.0001275924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002287755,"about_ca_topic_score_gemma":0.000001915516,"domain_scores_codex":[0.9987528,0.00005633226,0.0005526694,0.0001568095,0.0002668881,0.0002144841],"domain_scores_gemma":[0.9992051,0.0001564989,0.0001589318,0.00005982404,0.0001670218,0.0002526355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002661273,0.0001558093,0.9486356,0.0004190683,0.000201026,0.01350625,0.0005109465,1.060588e-7,0.001243963,9.569936e-7,0.001385192,0.03127978],"study_design_scores_gemma":[0.00818617,0.0006028345,0.9540778,0.0004642739,0.001045624,0.007140942,0.00006615316,0.0006774769,0.02101284,0.00002389624,0.006347378,0.0003546468],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912108,0.003500091,0.002387086,0.00218904,0.0002421191,0.0003650196,0.00006527378,0.00001827543,0.0000223652],"genre_scores_gemma":[0.9950065,0.001954378,0.0009289493,0.001387133,0.0005826835,0.00002515423,0.0000443168,0.00003880771,0.00003205617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03092513,"threshold_uncertainty_score":0.6143403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07688656210828532,"score_gpt":0.2373532660289234,"score_spread":0.1604667039206381,"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."}}