{"id":"W2801332754","doi":"10.1002/hep.30045","title":"De Novo Hepatocellular Carcinoma Among Liver Transplant Registrants in the Direct Acting Antiviral Era","year":2018,"lang":"en","type":"article","venue":"Hepatology","topic":"Hepatitis C virus research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"National Institutes of Health; National Center for Advancing Translational Sciences; Minneapolis Medical Research Foundation; National Institute of Diabetes and Digestive and Kidney Diseases; Gilead Sciences","keywords":"Medicine; Hepatocellular carcinoma; Hazard ratio; Internal medicine; Liver transplantation; Incidence (geometry); Hepatitis C; Proportional hazards model; Population; Confidence interval; Cohort; Hepatitis C virus; Transplantation; Gastroenterology; Immunology; Environmental health; 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":[0.0006953785,0.0001481806,0.0001931745,0.0009970227,0.0003257906,0.0006488956,0.0002856778,0.0002835734,0.001215207],"category_scores_gemma":[0.001877315,0.000248087,0.0004444952,0.0008484995,0.000228396,0.0005622199,0.0005270827,0.0004737576,0.0002560003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003150699,"about_ca_system_score_gemma":0.000289355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004634557,"about_ca_topic_score_gemma":0.006280274,"domain_scores_codex":[0.9996136,0.00008210356,0.00005892288,0.00008098868,0.0000794692,0.000085042],"domain_scores_gemma":[0.9981312,0.0002416308,0.001230102,0.00008766456,0.0001019666,0.0002074865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002914229,0.00001111762,0.9991241,0.000004027456,0.00001266578,0.00004883185,0.00005741191,0.00001228683,0.00005163119,0.000008904031,0.00003520005,0.0006046225],"study_design_scores_gemma":[0.000003212597,0.00005050325,0.9988399,0.000007413574,0.00002150859,0.0003809202,0.0003697479,0.0001302444,0.0000566991,0.00001884855,0.0001172294,0.000003701066],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994814,0.0002167428,0.00003492295,0.00002605704,0.000003483133,0.00000192059,0.00008795551,0.000001861897,0.0001457508],"genre_scores_gemma":[0.9995244,0.0002002375,0.00002948626,0.00001822621,0.0000117857,0.000002572641,0.0001396554,8.902261e-7,0.00007273184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004634557,"threshold_uncertainty_score":0.009215176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04584469560764354,"score_gpt":0.3074296991363625,"score_spread":0.261585003528719,"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."}}