{"id":"W3169702902","doi":"10.1016/j.jhep.2021.05.028","title":"Impact of direct-acting antivirals for HCV on mortality in a large population-based cohort study","year":2021,"lang":"en","type":"article","venue":"Journal of Hepatology","topic":"Hepatitis C virus research","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University; University of Waterloo; BC Centre for Disease Control; University of British Columbia","funders":"Institute of Infection and Immunity; Canadian Institutes of Health Research","keywords":"Medicine; Hazard ratio; Cohort; Internal medicine; Medical prescription; Hepatitis C; Population; Cohort study; Mortality rate; Proportional hazards model; Cirrhosis; Confidence interval; Pharmacology; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001574384,0.0001050008,0.0008716899,0.0003323839,0.00003225197,0.00000691273,0.00007118829,0.00009009377,0.0001539106],"category_scores_gemma":[0.002727418,0.00008396561,0.0002594097,0.0002938757,0.00001995801,0.0000629285,0.0000196031,0.0003066,0.000001881374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002569398,"about_ca_system_score_gemma":0.0007218082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009030054,"about_ca_topic_score_gemma":0.001454162,"domain_scores_codex":[0.9979587,0.0004280619,0.0007795084,0.0001592597,0.0003954704,0.0002790281],"domain_scores_gemma":[0.9982568,0.0005691533,0.0003869671,0.0002194528,0.0004702357,0.00009740635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005415271,0.001564023,0.9944778,0.00005275776,0.0003023655,0.0006495913,0.00009258655,0.00005526892,0.0007578023,0.000005442623,0.000117021,0.001383799],"study_design_scores_gemma":[0.003214516,0.001911421,0.9920181,0.00008484938,0.00007638529,0.00002021867,0.00005361492,0.00123857,0.001201665,0.00001798519,0.0001036809,0.00005900979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998113,0.00006478756,0.00008342597,0.0001977013,0.0001061524,0.0004909778,0.00002855977,0.000004601586,0.0009107404],"genre_scores_gemma":[0.999567,0.00001446985,0.0002143377,0.00008815555,0.00005765683,0.00001040833,0.00001393054,0.00001588227,0.00001811025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002672989,"threshold_uncertainty_score":0.3424018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0709277873997326,"score_gpt":0.4548888181462327,"score_spread":0.3839610307465001,"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."}}