{"id":"W4413140550","doi":"10.1097/qai.0000000000003738","title":"Longitudinal Trajectories of Engagement With HIV Treatment Support Strategies Among Female Sex Workers Living With HIV in South Africa","year":2025,"lang":"en","type":"article","venue":"JAIDS Journal of Acquired Immune Deficiency Syndromes","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"National Institute of Nursing Research; Center for AIDS Research, University of Washington; National Institutes of Health; National Institute of Mental Health; National Institute of Allergy and Infectious Diseases; Center for AIDS Research, Johns Hopkins University; Johns Hopkins University","keywords":"Human immunodeficiency virus (HIV); Longitudinal study; Sex workers; Female sex; Medicine; Demography; Psychology; Gerontology; Virology; Sociology; Environmental health; Internal medicine; Population; Research methodology; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001299309,0.0002876288,0.0002272981,0.0006092069,0.000812813,0.0006654603,0.0004654927,0.0004164104,0.001469163],"category_scores_gemma":[0.0038671,0.0002710109,0.0003468845,0.0006507225,0.000346701,0.0007642945,0.001114454,0.0006816107,0.0002093359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009982869,"about_ca_system_score_gemma":0.00105018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03597099,"about_ca_topic_score_gemma":0.03633979,"domain_scores_codex":[0.9994761,0.0001402209,0.00002749285,0.00008412579,0.0000583023,0.0002138139],"domain_scores_gemma":[0.9989095,0.0001599395,0.0004719303,0.00006019045,0.0001543766,0.0002441797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001726933,0.0001317148,0.9932768,0.00001967561,0.00003216775,0.00005174887,0.002334359,0.0001095173,0.0002209286,0.0000369182,0.0001657214,0.003447672],"study_design_scores_gemma":[0.00001065929,0.0002131679,0.9956774,0.0000318822,0.00001312846,0.00004079647,0.003303979,0.0003057988,0.00005719296,0.00004204744,0.0002969342,0.000006962634],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995291,0.00004032804,0.0000497915,0.00004286573,0.000001254014,0.00001992837,0.0002137785,0.000001205854,0.0001016831],"genre_scores_gemma":[0.9994381,0.00005027704,0.00007521409,0.00001590767,0.000001362599,0.00005487609,0.0002102952,7.49453e-7,0.0001533848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03597099,"threshold_uncertainty_score":0.07152325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02878230135924549,"score_gpt":0.2998117731292604,"score_spread":0.271029471770015,"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."}}