{"id":"W4384347241","doi":"10.2139/ssrn.4498794","title":"Gender, Sexual Behavior and HIV Vulnerability Among Adolescents and Young Adults in South Africa","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"HIV/AIDS Impact and Responses","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Demography; Poisson regression; Human immunodeficiency virus (HIV); Quarter (Canadian coin); Medicine; Marital status; Psychology; Gerontology; Population; Geography; Sociology; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004528296,0.0001772215,0.0002316824,0.0008154332,0.0008693757,0.0009145714,0.0002610763,0.0005469165,0.003842478],"category_scores_gemma":[0.002014462,0.0002914389,0.0002575562,0.001365235,0.0005022531,0.0009588763,0.0008648274,0.0008292324,0.0002494167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007276217,"about_ca_system_score_gemma":0.001167018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08128206,"about_ca_topic_score_gemma":0.126025,"domain_scores_codex":[0.9997355,0.00007927526,0.00001980901,0.00002268971,0.00002812814,0.0001145953],"domain_scores_gemma":[0.9992999,0.0001638138,0.0002596427,0.00001281978,0.0000371284,0.0002266407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003775655,0.00006897985,0.9911146,0.0000315932,0.00002310654,0.0002381204,0.005322093,0.00004219936,0.0001270115,0.0002598678,0.0002006732,0.002534105],"study_design_scores_gemma":[0.000004301698,0.00005718497,0.9711087,0.00007696547,0.00001720315,0.0001664697,0.02772552,0.0001294514,0.00003211061,0.0001950606,0.0004820935,0.000005031407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989366,0.0002577995,0.00001442695,0.0002373937,0.000004059776,0.000005835611,0.0001567379,4.360244e-7,0.0003868197],"genre_scores_gemma":[0.9992887,0.0003603777,0.00001308251,0.00003615064,0.000003098432,0.000006190322,0.00004623658,5.788199e-7,0.0002455315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08128206,"threshold_uncertainty_score":0.1616179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03563513393744371,"score_gpt":0.2543886513215941,"score_spread":0.2187535173841503,"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."}}