{"id":"W2372275742","doi":"10.1002/hep.28643","title":"The extended Toronto criteria for liver transplantation in patients with hepatocellular carcinoma: A prospective validation study","year":2016,"lang":"en","type":"article","venue":"Hepatology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":368,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Hepatocellular carcinoma; Liver transplantation; Medicine; Internal medicine; Prospective cohort study; Milan criteria; Transplantation; Oncology; Gastroenterology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002253239,0.0001929283,0.0003042284,0.00005373894,0.0001317158,0.00001570642,0.0000729278,0.00009191769,0.00006209248],"category_scores_gemma":[0.00003644444,0.000100197,0.00006784387,0.00008714598,0.0000682293,0.0001541975,0.0000120433,0.00005084582,0.00001078697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002778971,"about_ca_system_score_gemma":0.00008055728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004363615,"about_ca_topic_score_gemma":0.001307513,"domain_scores_codex":[0.9986555,0.0001712785,0.0002859676,0.0003815891,0.0001861519,0.000319506],"domain_scores_gemma":[0.9991907,0.0001871256,0.00008441634,0.0002666216,0.0002002634,0.00007085239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003905674,0.000811465,0.990176,0.00004472665,0.00008206964,0.0001514894,0.001084005,5.112476e-9,0.0001277572,0.0002095849,0.00003796244,0.003369242],"study_design_scores_gemma":[0.01318646,0.003590994,0.9786177,0.00003222339,0.0002917249,0.00002155858,0.0001534326,0.0005148479,0.003167088,0.0001081496,0.0001644006,0.0001513861],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945459,0.0002357165,0.0005421705,0.0002451482,0.0001031914,0.004108168,0.00002397451,0.00003804303,0.00015774],"genre_scores_gemma":[0.9982838,0.00006101013,0.0002173267,0.00003124526,0.00003989041,0.001143455,0.00006901036,0.00002898784,0.0001252543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01155828,"threshold_uncertainty_score":0.4085914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03018370040149884,"score_gpt":0.2622580340583945,"score_spread":0.2320743336568957,"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."}}