{"id":"W4309720030","doi":"10.3390/v14112579","title":"Impact of Hepatitis B Virus Infection, Non-alcoholic Fatty Liver Disease, and Hepatitis C Virus Co-infection on Liver-Related Death among People Tested for Hepatitis B Virus in British Columbia: Results from a Large Longitudinal Population-Based Cohort Study","year":2022,"lang":"en","type":"article","venue":"Viruses","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; St. Paul's Hospital; BC Centre for Disease Control; University of British Columbia","funders":"BC Cancer Agency; Canadian Institutes of Health Research; British Columbia Centre for Disease Control; Ministry of Health, British Columbia","keywords":"Coinfection; Medicine; Hepatitis B virus; Internal medicine; Hepatitis C virus; Fatty liver; Liver disease; Hepatitis B; Gastroenterology; Hepatitis C; Immunology; Mortality rate; Virology; Virus; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000364824,0.0004249458,0.0009727016,0.0003911248,0.0006752577,0.0001906142,0.0001038885,0.0001448243,0.0008396726],"category_scores_gemma":[0.0004417323,0.0005583045,0.0003911307,0.0007562779,0.00007531275,0.0003678261,0.0001049667,0.0003142414,0.0000135906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001193951,"about_ca_system_score_gemma":0.0003067164,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9873627,"about_ca_topic_score_gemma":0.9506577,"domain_scores_codex":[0.9963005,0.0003862204,0.000975642,0.001065277,0.0007540127,0.0005184126],"domain_scores_gemma":[0.9975097,0.0007096518,0.0005349371,0.0005592854,0.0002739746,0.0004124379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001116125,0.01028915,0.9842905,0.00008718434,0.001137959,0.0005711506,0.0003199967,0.0006854661,0.00006558156,0.00000166864,0.0008846004,0.0005506344],"study_design_scores_gemma":[0.01069422,0.004018549,0.9785278,0.0003341595,0.001512067,0.00001022496,0.000009763373,0.004237336,0.00013378,0.00002382874,0.00002202033,0.000476212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9690357,0.000385529,0.00002730411,0.000009326448,0.0002209041,0.005281644,0.02487123,0.0001517112,0.00001663155],"genre_scores_gemma":[0.9886359,0.003744421,0.0000256873,0.0001352347,0.00008782627,0.002367391,0.004886017,0.0000923295,0.0000252075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03670501,"threshold_uncertainty_score":0.9996868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01963999813954452,"score_gpt":0.2899863672240779,"score_spread":0.2703463690845334,"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."}}