{"id":"W3033957742","doi":"10.1093/cid/ciaa702","title":"Liver Fibrosis in Human Immunodeficiency Virus (HIV)-Hepatitis C Virus (HCV) Coinfection Before and After Sustained Virologic Response: What Is the Best Noninvasive Marker for Monitoring Regression?","year":2020,"lang":"en","type":"letter","venue":"Clinical Infectious Diseases","topic":"Hepatitis C virus research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Regina Qu'Appelle Health Region; Ottawa Hospital; HIV Legal Network; St. Paul's Hospital; University of Toronto; University Health Network; Centre Hospitalier de l’Université de Montréal; McGill University","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Medicine; Coinfection; Hepatitis C virus; Internal medicine; Transient elastography; Gastroenterology; Hepatitis C; Hepatocellular carcinoma; Liver biopsy; Ribavirin; Fibrosis; Cohort; Immunology; Biopsy; Virus","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0106982,0.0003885449,0.0008524907,0.0009423192,0.0004006749,0.0009597048,0.001179968,0.001021199,0.0005042398],"category_scores_gemma":[0.03011991,0.0002136768,0.0005136166,0.001077028,0.001173255,0.0007742583,0.0004736292,0.00104053,0.00008122987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002138023,"about_ca_system_score_gemma":0.00221087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1040566,"about_ca_topic_score_gemma":0.1214914,"domain_scores_codex":[0.9974493,0.001260096,0.0001339246,0.0003217469,0.0006328059,0.0002021427],"domain_scores_gemma":[0.9846459,0.008390986,0.004300208,0.0005127495,0.001402571,0.000747587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001446454,0.00005250925,0.9634924,0.0002314522,0.0004189209,0.00004965122,0.0001774718,0.0009635148,0.0001162293,0.0001443749,0.0005653611,0.0323417],"study_design_scores_gemma":[0.00005653873,0.0004481527,0.9898794,0.0003640002,0.0005537017,0.0002672929,0.0003555177,0.006586651,0.0001732519,0.0004324348,0.0008536536,0.00002937143],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9371832,0.0559755,0.002080228,0.002926489,0.00005905093,0.00004376365,0.000785892,0.00003001929,0.0009158107],"genre_scores_gemma":[0.9955217,0.003230232,0.0006499827,0.0001501559,0.00005512171,0.0000100157,0.0002850168,0.000004101686,0.0000937365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1040566,"threshold_uncertainty_score":0.2069018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03912886229671831,"score_gpt":0.3713111740415995,"score_spread":0.3321823117448812,"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."}}