{"id":"W4417180499","doi":"10.1080/25787489.2025.2599070","title":"Impact of analytical treatment interruptions on sexual behaviors: a mixed-methods longitudinal study of women enrolled in an HIV cure–related trial in Durban, South Africa","year":2025,"lang":"en","type":"article","venue":"HIV Research & Clinical Practice","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity; AIDS Vancouver","funders":"National Institute of Allergy and Infectious Diseases; National Institute of Mental Health; Wellcome Trust","keywords":"Longitudinal study; Human immunodeficiency virus (HIV); Clinical trial; Transmission (telecommunications); Longitudinal data; Public health; Population; Sexual behavior","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":[0.01585806,0.0005325307,0.000810082,0.001089397,0.002182279,0.001401123,0.001100842,0.000975403,0.00158492],"category_scores_gemma":[0.0210993,0.0007050846,0.0008888002,0.001242465,0.0008851405,0.001519085,0.00158599,0.001372478,0.0002393461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001983505,"about_ca_system_score_gemma":0.003168428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01569267,"about_ca_topic_score_gemma":0.02010787,"domain_scores_codex":[0.9916773,0.005662417,0.0004952417,0.0005775474,0.0006712881,0.0009162963],"domain_scores_gemma":[0.9918665,0.002808727,0.002870574,0.0006040331,0.0008190026,0.001031048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003850823,0.004581118,0.9359459,0.0003734554,0.0005525365,0.0005155939,0.03592608,0.0001056253,0.0008518921,0.0001854794,0.0007570941,0.01635436],"study_design_scores_gemma":[0.0006699594,0.009493666,0.936998,0.0004324075,0.0003183449,0.0002745488,0.04794936,0.0008196975,0.0004845578,0.0002297495,0.002245719,0.00008396567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987319,0.0002651032,0.0001883447,0.000135049,0.000008204377,0.0003209741,0.0001583579,0.000002603267,0.0001894112],"genre_scores_gemma":[0.9974758,0.0001853257,0.0004108323,0.0002004417,0.00000980002,0.001214752,0.0001902477,0.000003408405,0.0003093422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01585806,"threshold_uncertainty_score":0.08386642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3092948192298658,"score_gpt":0.638018255336201,"score_spread":0.3287234361063352,"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."}}