{"id":"W4362633592","doi":"10.1177/09564624231167910","title":"Predictors of mobility among women engaged in commercial sex work in Uganda using generalized estimating equations model","year":2023,"lang":"en","type":"article","venue":"International Journal of STD & AIDS","topic":"Sex work and related issues","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of North Carolina at Chapel Hill; National Institutes of Health; National Institute of Mental Health; York University; Washington University in St. Louis","keywords":"Generalized estimating equation; Residence; Medicine; Odds; Demography; Gee; Odds ratio; Sex work; Longitudinal study; Baseline (sea); Confidence interval; Gerontology; Social mobility; Estimating equations; Rural area; Men who have sex with men; Human immunodeficiency virus (HIV); Logistic regression; Internal medicine; Immunology; Syphilis; Maximum likelihood; Statistics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004109413,0.0000787875,0.0002329976,0.0005094463,0.0001499367,0.00004639808,0.0003589759,0.0001004106,0.0000648996],"category_scores_gemma":[0.001505264,0.00007421716,0.00007803611,0.0007371372,0.0001603968,0.0002927826,0.00005605074,0.0005329299,0.000001338881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004160373,"about_ca_system_score_gemma":0.0002405481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009586721,"about_ca_topic_score_gemma":0.0001507421,"domain_scores_codex":[0.9978188,0.0005218147,0.0006730509,0.00009841756,0.0006808562,0.0002071125],"domain_scores_gemma":[0.9986762,0.0006011901,0.0003336395,0.00005898449,0.0002581703,0.00007179988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008054902,0.00009104739,0.3911792,0.000003430104,0.00007891705,0.00001861199,0.1646316,0.4408362,0.0001986065,0.0001322712,0.00003523344,0.002714241],"study_design_scores_gemma":[0.004330276,0.0001621254,0.2886794,0.001177654,0.0000534057,0.000003725447,0.1102396,0.577705,0.0003587346,0.01673593,0.0001536645,0.0004005569],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996287,0.00004936191,0.002197302,0.0001944263,0.0008577848,0.0000877035,0.00000309247,0.00001475946,0.0003085166],"genre_scores_gemma":[0.995211,0.00004890722,0.004282529,0.00001958341,0.0003138985,0.000003778298,0.000002888047,0.000008172809,0.0001092315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1368687,"threshold_uncertainty_score":0.3026488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05696722191555086,"score_gpt":0.3626251013168633,"score_spread":0.3056578794013124,"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."}}