{"id":"W3001700375","doi":"10.1097/tp.0000000000003115","title":"The Impact of Direct-acting Antivirals on Overall Mortality and Tumoral Recurrence in Patients With Hepatocellular Carcinoma Listed for Liver Transplantation: An International Multicenter Study","year":2020,"lang":"en","type":"article","venue":"Transplantation","topic":"Hepatitis C virus research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto Liver Centre; Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Internal medicine; Hazard ratio; Liver transplantation; Interquartile range; Gastroenterology; Milan criteria; Proportional hazards model; Hepatitis C virus; Hepatitis C; Confidence interval; Retrospective cohort study; Incidence (geometry); Transplantation; Surgery; Immunology; Virus","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":[0.0002170917,0.000127153,0.000198961,0.00006586866,0.00006124734,0.00002906084,0.00008001279,0.00003126596,0.00001129628],"category_scores_gemma":[0.00004196365,0.00008744235,0.00004156446,0.0001097801,0.00004633984,0.0002719341,0.000003711238,0.0001290648,8.813341e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005156485,"about_ca_system_score_gemma":0.00005054609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009661847,"about_ca_topic_score_gemma":0.0003055383,"domain_scores_codex":[0.9988134,0.0001435788,0.0002862577,0.0002291841,0.0003679206,0.00015967],"domain_scores_gemma":[0.9994071,0.0001601101,0.00009037677,0.0001070352,0.0001490411,0.00008632011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009191051,0.0004217938,0.9789526,0.0002020735,0.00006947419,0.00006094421,0.007894294,0.00004876126,0.00030051,0.000006046358,0.000001595458,0.002850801],"study_design_scores_gemma":[0.007369709,0.002945651,0.9723839,0.0001102466,0.00007177068,7.756727e-7,0.0001036177,0.01582689,0.001096347,0.000001042074,0.00000296436,0.00008708664],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976075,0.000008656632,0.0001844961,0.00004596815,0.00002617025,0.001601168,0.0003120297,0.00001426872,0.0001997286],"genre_scores_gemma":[0.9992836,0.000126187,0.00007805535,0.00002858154,0.00002714796,0.00004434817,0.0003943412,0.00001491928,0.000002840683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01577813,"threshold_uncertainty_score":0.3565795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08369212105555977,"score_gpt":0.3639021640931784,"score_spread":0.2802100430376186,"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."}}