{"id":"W4386501519","doi":"10.1002/jia2.26168","title":"Sexual and drug use risk behaviour trajectories among people treated for recent HCV infection: the REACT study","year":2023,"lang":"en","type":"article","venue":"Journal of the International AIDS Society","topic":"Hepatitis C virus research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Toronto General Hospital","funders":"National Institutes of Health; Universitätsspital Zürich; Université de Montréal; Royal Adelaide Hospital; University of New South Wales; University of Sussex; Burnet Institute; Amsterdam University Medical Centers; Inselspital, Universitätsspital Bern; Johns Hopkins University; Massachusetts General Hospital","keywords":"Medicine; Demography; Population; Men who have sex with men; Generalized estimating equation; Incidence (geometry); Hepatitis C; Odds ratio; Hepatitis C virus; Treatment as prevention; Internal medicine; Human immunodeficiency virus (HIV); Immunology; Syphilis; Virus; Viral load; Antiretroviral therapy; Environmental health","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":[0.00611155,0.000636327,0.0007135808,0.0003796539,0.0003080769,0.0007970367,0.0008138543,0.0004844223,0.001781408],"category_scores_gemma":[0.005057536,0.0005798349,0.002248293,0.001005206,0.0002482199,0.0006125873,0.001008109,0.001013568,0.0005467276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004623433,"about_ca_system_score_gemma":0.0008610914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01294075,"about_ca_topic_score_gemma":0.01080806,"domain_scores_codex":[0.9982944,0.001109105,0.0001130959,0.0002286424,0.0001387768,0.0001160341],"domain_scores_gemma":[0.9977859,0.0004041645,0.0009442905,0.0004990175,0.0002060351,0.0001604971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003217807,0.0002899954,0.9844961,0.0002888968,0.001772777,0.00006709557,0.0007055001,0.0009195232,0.0002406211,0.0002224138,0.001281424,0.006497782],"study_design_scores_gemma":[0.0007702011,0.002059127,0.9865732,0.0002027694,0.001913732,0.0002512229,0.0007453353,0.003104479,0.0002198215,0.0002705362,0.003837964,0.00005167387],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898474,0.0008053812,0.0009198285,0.0001497751,0.00002441162,0.0002398543,0.007112519,0.00002931991,0.0008715271],"genre_scores_gemma":[0.9888875,0.0004480105,0.001301045,0.0001368989,0.00003485904,0.0006016977,0.007502778,0.00002274287,0.001064416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01294075,"threshold_uncertainty_score":0.03232133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04908302187507672,"score_gpt":0.3513682028792087,"score_spread":0.302285181004132,"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."}}