{"id":"W2910695573","doi":"10.1053/j.gastro.2019.01.027","title":"Direct-Acting Antiviral Therapy Not Associated With Recurrence of Hepatocellular Carcinoma in a Multicenter North American Cohort Study","year":2019,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Hepatitis C virus research","field":"Medicine","cited_by":162,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"Sirtex Medical; Bayer Fund; AbbVie; National Cancer Institute; National Institute of Diabetes and Digestive and Kidney Diseases; Gilead Sciences","keywords":"Medicine; Hepatocellular carcinoma; Hazard ratio; Internal medicine; Confidence interval; Proportional hazards model; Cohort; Retrospective cohort study; Gastroenterology; Hepatitis C; Oncology; Hepatitis C virus; Cohort study; Milan criteria; Sorafenib; Surgery; Immunology; Liver transplantation; Transplantation; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009885645,0.0005012457,0.001025533,0.0007925905,0.001146209,0.00143199,0.0008641602,0.0006898173,0.002025419],"category_scores_gemma":[0.002499964,0.0008159272,0.001322196,0.001617802,0.0005944233,0.001055549,0.0006540305,0.001101928,0.0003195459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005678007,"about_ca_system_score_gemma":0.0009221187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01240962,"about_ca_topic_score_gemma":0.0156243,"domain_scores_codex":[0.9989955,0.0002895492,0.00009229271,0.000335192,0.0001091421,0.0001784502],"domain_scores_gemma":[0.9975298,0.0003819714,0.0008447427,0.000511517,0.0002461267,0.0004858408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000599816,0.00008685573,0.9974236,0.00001224675,0.0004216843,0.0001731206,0.0001119096,0.0000227455,0.0004657033,0.00002200916,0.0001587941,0.0005013899],"study_design_scores_gemma":[0.00006146965,0.000181721,0.9982404,0.000006757733,0.0002869066,0.0003888009,0.000425193,0.0001466023,0.00005110009,0.000020318,0.0001800004,0.00001067562],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999122,0.0002378389,0.00004626609,0.00004157871,0.00001488931,0.00000747363,0.0002703681,0.000003376815,0.0002563451],"genre_scores_gemma":[0.9993306,0.0001140014,0.00004488191,0.0000379937,0.00002054087,0.000008654222,0.0003021852,0.000004025293,0.0001372601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01240962,"threshold_uncertainty_score":0.02467477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02457469174023006,"score_gpt":0.2881401720430803,"score_spread":0.2635654803028503,"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."}}