{"id":"W7132879313","doi":"","title":"Reexamining Assumptions in Compartmental Models of Heterosexual HIV Transmission applied to Eswatini","year":2023,"lang":"","type":"dissertation","venue":"TSpace","topic":"Sex work and related issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Human immunodeficiency virus (HIV); Transmission (telecommunications); General partnership; Sexual transmission; Key (lock); Sex work","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":[0.005871679,0.0009935024,0.001253057,0.0008197267,0.0009084421,0.003422655,0.004379999,0.002255208,0.004092786],"category_scores_gemma":[0.01995114,0.0009368784,0.002520809,0.001499107,0.001617793,0.004795752,0.003113265,0.005835699,0.001245378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003495087,"about_ca_system_score_gemma":0.004607251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02172633,"about_ca_topic_score_gemma":0.02229578,"domain_scores_codex":[0.99752,0.001361066,0.0001924535,0.0003510881,0.0004430452,0.0001322646],"domain_scores_gemma":[0.989823,0.007820796,0.0008558335,0.0005063448,0.000841973,0.0001520403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004950665,0.00004945257,0.005289641,0.001088804,0.0001973315,0.0004268015,0.001225599,0.3429939,0.0007256531,0.5940663,0.01006872,0.04381826],"study_design_scores_gemma":[0.00003146813,0.00008175345,0.002154088,0.001061498,0.0002309608,0.0003275244,0.0005215504,0.5448771,0.001137476,0.3414246,0.1080103,0.0001416239],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02379139,0.01414614,0.9112687,0.01453905,0.001318836,0.0003517719,0.001909749,0.0003763197,0.03229801],"genre_scores_gemma":[0.5683764,0.04554737,0.3419891,0.006321785,0.001481333,0.002079263,0.002203619,0.0008368062,0.03116436],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02172633,"threshold_uncertainty_score":0.04319972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06666689397847984,"score_gpt":0.4021047363340686,"score_spread":0.3354378423555887,"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."}}