{"id":"W2338788598","doi":"10.1097/qai.0000000000001016","title":"One in 4 HIV-Positive South Africans Awaiting ART Initiation Report Condomless Sex With a Serodiscordant Partner","year":2016,"lang":"en","type":"article","venue":"JAIDS Journal of Acquired Immune Deficiency Syndromes","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Western University; Centre for Addiction and Mental Health","funders":"National Institute of Mental Health","keywords":"Serodiscordant; Medicine; Public health; Feeling; Demography; Human immunodeficiency virus (HIV); Transmission (telecommunications); Family medicine; Antiretroviral therapy; Viral load; Psychology; Nursing; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009412254,0.0003814992,0.0002877539,0.0006262213,0.0008983476,0.0007576026,0.001032399,0.001799865,0.01275257],"category_scores_gemma":[0.006755412,0.0002119828,0.0001999576,0.0005003821,0.0005324041,0.0008057518,0.0003451635,0.001359725,0.001122123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001922253,"about_ca_system_score_gemma":0.0005842906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001950561,"about_ca_topic_score_gemma":0.003164607,"domain_scores_codex":[0.9995536,0.0001620172,0.00005610806,0.00006162793,0.0001080775,0.00005854279],"domain_scores_gemma":[0.9968996,0.001463796,0.0007055252,0.00008201835,0.0004339519,0.0004149889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00076198,0.0002274124,0.2522308,0.001292729,0.0001197075,0.004594837,0.001670163,0.00008853655,0.0007218645,0.0004144388,0.6669834,0.070894],"study_design_scores_gemma":[0.0003821849,0.001013118,0.5183474,0.003273415,0.0005149139,0.03489252,0.01253889,0.002278035,0.00160719,0.001579879,0.4234097,0.0001627229],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5011909,0.02851544,0.001459919,0.3145314,0.1150948,0.0003815263,0.004736246,0.0004133904,0.03367651],"genre_scores_gemma":[0.8290022,0.01765047,0.0009819631,0.06469791,0.0696524,0.0001836102,0.00119499,0.00007644499,0.01656006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01275257,"threshold_uncertainty_score":0.04266155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03072550483107482,"score_gpt":0.3032970009557345,"score_spread":0.2725714961246596,"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."}}