{"id":"W1997851486","doi":"10.1245/s10434-014-4273-6","title":"Benefit of Treating Hepatocellular Carcinoma Recurrence after Liver Transplantation and Analysis of Prognostic Factors for Survival in a Large Euro-American Series","year":2014,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":179,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Hazard ratio; Internal medicine; Liver transplantation; Confidence interval; Multivariate analysis; Surgical oncology; Gastroenterology; Proportional hazards model; Univariate analysis; Transplantation; 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":[0.0004531131,0.0001507122,0.001040913,0.0003365906,0.00001795397,0.000002321353,0.00004660436,0.0001000836,0.00003546223],"category_scores_gemma":[0.0000695339,0.0001227093,0.0002588403,0.0005490699,0.0001893234,0.00005757218,0.00001608634,0.00007119252,2.098972e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001176958,"about_ca_system_score_gemma":0.00004329238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003627146,"about_ca_topic_score_gemma":0.0002479283,"domain_scores_codex":[0.9986583,0.0001716124,0.0005373342,0.0002447689,0.0001545494,0.0002334308],"domain_scores_gemma":[0.9982749,0.001026564,0.0002797931,0.0001231488,0.0002019578,0.00009362489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001639853,0.0004378095,0.9864728,0.0004036591,0.0003035869,0.0001285963,0.001292646,0.000001688455,0.0002286228,0.0002876802,0.000001172184,0.008801889],"study_design_scores_gemma":[0.001580111,0.003758173,0.9787991,0.00008096891,0.001414208,0.00001068014,0.0001818887,0.005383375,0.00807846,0.00003506908,0.0005694525,0.0001085001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99822,0.0005538565,0.0001092567,0.0002664292,0.00001805654,0.0004123386,0.0001736721,0.000006192102,0.0002401614],"genre_scores_gemma":[0.9977701,0.001569488,0.0003563858,0.00001633717,0.00001397,0.00005312188,0.0001954604,0.00001058027,0.00001454489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008693389,"threshold_uncertainty_score":0.5003941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07235928209083416,"score_gpt":0.311940770802393,"score_spread":0.2395814887115588,"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."}}