{"id":"W2052723502","doi":"10.1371/journal.pone.0077981","title":"Antiretroviral Therapy Reduces HIV Transmission in Discordant Couples in Rural Yunnan, China","year":2013,"lang":"en","type":"article","venue":"PLoS ONE","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital","funders":"National Science and Technology Major Project; National Health and Family Planning Commission of the People's Republic of China; Centers for Disease Control and Prevention; Chinese Center for Disease Control and Prevention; Fudan University; Anhui Medical University","keywords":"Medicine; Serodiscordant; Seroconversion; Incidence (geometry); Viral load; Transmission (telecommunications); Antiretroviral therapy; Treatment as prevention; Prospective cohort study; Sexual transmission; Human immunodeficiency virus (HIV); Demography; Internal medicine; Immunology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001450104,0.0001146216,0.0002891948,0.0002419712,0.0000368822,0.00002971688,0.0001122132,0.00004138482,0.001576868],"category_scores_gemma":[0.00006965683,0.00008237314,0.00008576472,0.0002622418,0.00007450047,0.0002211551,0.00001777717,0.0003073494,0.0001423684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005105278,"about_ca_system_score_gemma":0.00005094501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009157478,"about_ca_topic_score_gemma":0.00005804248,"domain_scores_codex":[0.9987867,0.00006763157,0.0002920154,0.000166514,0.0003454361,0.0003416569],"domain_scores_gemma":[0.9995973,0.00002437974,0.00003021513,0.0001639155,0.00003672252,0.0001474865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002587477,0.004557827,0.1142678,0.0001296901,0.00007125369,0.00003914695,0.0006894855,3.855368e-7,0.8183787,0.00004178819,0.00228351,0.05928163],"study_design_scores_gemma":[0.005998736,0.006967424,0.7209694,0.005232763,0.00003094284,0.0000100258,0.0009931452,0.01794606,0.2407807,0.0005474852,0.0002154751,0.0003079067],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909472,0.001408524,0.00003019017,0.004342861,0.00000663806,0.0006554722,0.000007681992,0.00002894056,0.002572425],"genre_scores_gemma":[0.9824024,0.002212065,0.000515005,0.00003698889,0.0000581308,0.00009771319,0.00004537728,0.00001782356,0.0146145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6067016,"threshold_uncertainty_score":0.9993358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03597812191272431,"score_gpt":0.2919736519655325,"score_spread":0.2559955300528082,"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."}}