{"id":"W4381054461","doi":"10.1111/ctr.15050","title":"Progression of fibrosis in liver transplant recipients with hepatitis C before and after sustained virologic response","year":2023,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Hepatitis C virus research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Transient elastography; Internal medicine; Fibrosis; Gastroenterology; Hepatitis C; Cohort; Liver biopsy; Cirrhosis; Liver transplantation; Retrospective cohort study; Hepatitis C virus; Cumulative incidence; Biopsy; Transplantation; Immunology; 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":[0.001247003,0.0001213136,0.0003379832,0.0002636776,0.00003215085,0.000008137161,0.0000537123,0.0001859973,0.00005253017],"category_scores_gemma":[0.0001839475,0.0000885785,0.00006113316,0.0004796436,0.0002456412,0.0001011566,0.00001007904,0.0002630143,0.00001887028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002899397,"about_ca_system_score_gemma":0.00008910114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007411109,"about_ca_topic_score_gemma":0.0007132334,"domain_scores_codex":[0.9980789,0.0004174077,0.0005343286,0.0003226738,0.0003843988,0.0002622752],"domain_scores_gemma":[0.9988742,0.0006735159,0.0000664867,0.0001611565,0.00008358397,0.0001409889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03285374,0.0001485278,0.9398722,0.0003804147,0.00002491024,0.001537398,0.001229374,0.000002396099,0.0009396904,0.000009420465,0.000007384038,0.02299457],"study_design_scores_gemma":[0.003562689,0.003520694,0.9896086,0.0009717252,0.00006934522,0.00002274314,0.00002973168,0.001063784,0.0009839117,0.00003702716,0.00004467456,0.00008500077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998359,0.00003058237,0.0001569294,0.0005123169,0.00003439065,0.0006696854,0.0001088634,0.00005014788,0.00007804342],"genre_scores_gemma":[0.9950043,0.003649305,0.0008694258,0.00007227407,0.00002367626,0.00009840638,0.0001615285,0.0000195726,0.0001015321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0497365,"threshold_uncertainty_score":0.3612126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04069462726408706,"score_gpt":0.386590528039927,"score_spread":0.3458959007758399,"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."}}