{"id":"W2792274272","doi":"10.1371/journal.pone.0191251","title":"Contexts of vulnerability and the acceptability of new biomedical HIV prevention technologies among key populations in South Africa: A qualitative study","year":2018,"lang":"en","type":"article","venue":"PLoS ONE","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research; Inyuvesi Yakwazulu-Natali; Universiteit Stellenbosch; Canada Research Chairs","keywords":"Vulnerability (computing); Key (lock); Human immunodeficiency virus (HIV); Medicine; Environmental health; Data science; Virology; Computer science; Computer security","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":[0.00651836,0.000601967,0.000733302,0.001505081,0.009407114,0.003076082,0.001222856,0.001302344,0.004040061],"category_scores_gemma":[0.008187097,0.0007390604,0.0003469776,0.00173562,0.005896883,0.003456252,0.005042676,0.001801675,0.0002498671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00426511,"about_ca_system_score_gemma":0.004425457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01545359,"about_ca_topic_score_gemma":0.02190141,"domain_scores_codex":[0.9961562,0.002600231,0.0001207002,0.0002244294,0.000177805,0.0007207358],"domain_scores_gemma":[0.9936446,0.004612629,0.0005769747,0.000135977,0.0003648806,0.000665001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001499022,0.00002306019,0.002875797,0.0001130459,0.000002732341,0.0006701828,0.9938151,0.0000128277,0.0005137281,0.0002970933,0.00009245105,0.00156908],"study_design_scores_gemma":[0.000001833071,0.00002544306,0.001867359,0.00008012992,0.000002430983,0.000116903,0.9963833,0.00002129191,0.00007997074,0.00008656792,0.001330773,0.00000405082],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965449,0.0003264069,0.0004147681,0.0007028733,0.00001059495,0.0001752313,0.00008932815,0.000003783765,0.001732216],"genre_scores_gemma":[0.9970234,0.0006362424,0.0004975498,0.0003235205,0.000006818786,0.0003502209,0.00003662764,0.000007442854,0.001118286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01545359,"threshold_uncertainty_score":0.03447282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1545537789102085,"score_gpt":0.4136821555723668,"score_spread":0.2591283766621583,"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."}}