{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006300536,0.0001901069,0.0001589792,0.0004347959,0.0006060846,0.0003353632,0.0002291796,0.0001774814,0.0006048353],"category_scores_gemma":[0.001421415,0.0001246061,0.0001778097,0.0005287786,0.0002544723,0.0001812741,0.0003348652,0.0002136428,0.0000388778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003653332,"about_ca_system_score_gemma":0.0006524834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01281463,"about_ca_topic_score_gemma":0.01503909,"domain_scores_codex":[0.9997237,0.0001359026,0.00001823506,0.00003779123,0.00003496105,0.00004936913],"domain_scores_gemma":[0.9994966,0.00005288296,0.0002870793,0.00002346627,0.00003456879,0.0001054299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009120715,0.0000590633,0.9917927,0.00002255252,0.0000301294,0.000167559,0.0004561637,0.00007137116,0.0004136126,0.00003828335,0.00008259138,0.006774589],"study_design_scores_gemma":[0.00002173442,0.0002392154,0.9974312,0.00002666255,0.00003489791,0.0003300552,0.0008802713,0.000457329,0.0001311837,0.00008041617,0.000363885,0.000003142094],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994235,0.0003181399,0.00002423971,0.00004659253,0.000001592593,0.000005745412,0.00001756868,0.000001091698,0.0001615362],"genre_scores_gemma":[0.9997044,0.0001536821,0.00003924737,0.00002429726,0.000001939345,0.000003017936,0.00001823165,3.603389e-7,0.0000548421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01281463,"threshold_uncertainty_score":0.02548003,"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."}}