{"id":"W4416417363","doi":"10.1097/qad.0000000000004408","title":"Behavioural trajectories following DAA treatment for HCV among people with HIV: findings from an international consortium of prospective cohort studies","year":2025,"lang":"en","type":"article","venue":"AIDS","topic":"Hepatitis C virus research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"National Health and Medical Research Council; Medical Research Council; Centre Hospitalier Universitaire de Bordeaux; ZonMw; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Australian Government; Styrelsen för Internationellt Utvecklingssamarbete; Gilead Sciences; University of New South Wales; Burnet Institute; Bristol-Myers Squibb; Centre Hospitalier Universitaire de Poitiers; Canadian Institutes of Health Research; National Science Foundation","keywords":"Prospective cohort study; Cohort study; Cohort; Human immunodeficiency virus (HIV); Hepatitis C; MEDLINE; Epidemiology; Hepatitis C virus","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007327338,0.0004264997,0.0004569791,0.001303229,0.0009302137,0.001274392,0.0007434379,0.0005431307,0.0006388035],"category_scores_gemma":[0.01277225,0.0004595623,0.001291539,0.002603683,0.0003905499,0.0006382962,0.001941212,0.0007766134,0.0001125782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005084884,"about_ca_system_score_gemma":0.0009232092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04160589,"about_ca_topic_score_gemma":0.03697315,"domain_scores_codex":[0.9975484,0.001122598,0.0002878612,0.000424544,0.0003799311,0.0002366525],"domain_scores_gemma":[0.992077,0.001733009,0.00287227,0.001216344,0.00144939,0.0006520193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001186089,0.00001975196,0.9979219,0.00002351837,0.000196919,0.00002102967,0.0003651828,0.00003851916,0.00004476558,0.00002051755,0.0001218933,0.001107313],"study_design_scores_gemma":[0.000008379858,0.000043006,0.9991294,0.00002655885,0.00007837918,0.0000499011,0.0003877783,0.00011047,0.00001523624,0.00001293891,0.0001324567,0.000005599763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971502,0.0006640995,0.0002900249,0.00007440001,0.00001261386,0.00007180099,0.001483964,0.000005545084,0.0002473262],"genre_scores_gemma":[0.9973353,0.0004908882,0.0003354861,0.00004499776,0.000008802672,0.0001017468,0.001571757,0.000004483505,0.0001065301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04160589,"threshold_uncertainty_score":0.08272743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03692888672654883,"score_gpt":0.3749431306478404,"score_spread":0.3380142439212915,"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."}}