{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008425587,0.0001931531,0.0004231978,0.0002026768,0.0001435613,0.00002613937,0.0002813389,0.0002348387,0.0002272209],"category_scores_gemma":[0.0002117589,0.0001465447,0.0001012524,0.0003586158,0.0005313929,0.00009121538,0.00003620077,0.0006531584,0.0001540076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001180578,"about_ca_system_score_gemma":0.0002794854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004509041,"about_ca_topic_score_gemma":0.004574902,"domain_scores_codex":[0.9976025,0.0005295238,0.0003292979,0.0003982481,0.0003404933,0.0007999191],"domain_scores_gemma":[0.9989824,0.000270428,0.00006149091,0.0004845032,0.00008195547,0.0001192214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002192566,0.00009895371,0.9770666,0.00007138184,0.00002705075,0.008278316,0.00313457,3.826465e-8,0.00167705,0.00008447753,0.0004247761,0.008917538],"study_design_scores_gemma":[0.002492075,0.0007678416,0.9220583,0.0001979467,0.00009720241,0.0009597249,0.0002665983,0.03512916,0.01636716,0.00005657009,0.02125239,0.0003550534],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9541349,0.0001756443,0.000124163,0.0008013289,0.0001062469,0.0004773137,0.00001395162,0.000049749,0.04411674],"genre_scores_gemma":[0.9983808,0.0001552506,0.0001783927,0.0007861083,0.0002264747,0.00004491365,0.00001675431,0.00003309789,0.0001782319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05500832,"threshold_uncertainty_score":0.6816351,"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."}}