{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000132774,0.0001321496,0.0004054234,0.0001372184,0.00008220985,0.00001956591,0.00008783614,0.00004664568,0.00003801069],"category_scores_gemma":[0.0002193963,0.00009816716,0.00009892752,0.0001729198,0.000132428,0.0001809923,0.0000332756,0.00007548055,0.000001441607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000374779,"about_ca_system_score_gemma":0.0001702767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002870332,"about_ca_topic_score_gemma":0.002053552,"domain_scores_codex":[0.9989988,0.00002814792,0.0002184877,0.0002757752,0.000297821,0.0001810107],"domain_scores_gemma":[0.9992557,0.0001917471,0.00004217626,0.000192471,0.000260094,0.00005777448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003630253,0.0001956556,0.9926852,0.00001911357,0.002026452,0.00001763447,0.002831186,0.000001039655,0.0005551817,0.000265794,0.00009634746,0.0009433574],"study_design_scores_gemma":[0.002908484,0.001370716,0.9723996,0.0001468666,0.0005293316,5.412332e-7,0.00164006,0.00005614554,0.02067557,0.00009888881,0.00009240373,0.00008142761],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970831,0.0001154284,0.0002437211,0.0001596859,0.0002060481,0.001102605,0.0001481463,0.00003604856,0.0009051806],"genre_scores_gemma":[0.9954391,0.0000433312,0.001569229,0.00002275237,0.00004504851,0.0005233661,0.0001630663,0.00001600739,0.002178155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02028565,"threshold_uncertainty_score":0.4339103,"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."}}