{"id":"W2046999602","doi":"10.1371/journal.pone.0124548","title":"Knowledge of HIV Serodiscordance, Transmission, and Prevention among Couples in Durban, South Africa","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Fogarty International Center; National Institute of Allergy and Infectious Diseases; International Development Research Centre; Center for AIDS Research, University of Washington; Emory University","keywords":"Transmission (telecommunications); Human immunodeficiency virus (HIV); Geography; Medicine; Environmental health; Demography; Virology; Telecommunications; Sociology; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008097818,0.0002742509,0.000236638,0.0005095335,0.001153478,0.0006656887,0.0003683615,0.0003331311,0.002226789],"category_scores_gemma":[0.002348572,0.0002986194,0.0001389653,0.0007651724,0.0005585689,0.0005028949,0.0006799747,0.0004584759,0.0001317298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00103491,"about_ca_system_score_gemma":0.0009537408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05807362,"about_ca_topic_score_gemma":0.0487887,"domain_scores_codex":[0.9994473,0.0002668402,0.00003886716,0.00005443007,0.00008674044,0.0001058648],"domain_scores_gemma":[0.9990433,0.0002568986,0.0004360741,0.00002609263,0.00008104939,0.000156507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001128714,0.0002067163,0.9536356,0.0001548077,0.00004136314,0.0008544779,0.02936179,0.00008607002,0.0008370184,0.0001072944,0.0003810526,0.01422085],"study_design_scores_gemma":[0.00002292314,0.0003719446,0.964242,0.0001507109,0.00002132895,0.0006816325,0.03277612,0.0001835708,0.0001842039,0.00006667767,0.001283981,0.00001509429],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991054,0.0002698871,0.00002408084,0.0001033164,0.000002506914,0.00001618655,0.00005768156,0.000001348757,0.0004195913],"genre_scores_gemma":[0.9996033,0.0001765784,0.00003645222,0.00002301259,0.000001292284,0.00001377875,0.00002154167,2.371805e-7,0.0001236466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05807362,"threshold_uncertainty_score":0.1154712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09046606260723608,"score_gpt":0.308890697183796,"score_spread":0.2184246345765599,"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."}}