{"id":"W4416111547","doi":"10.1097/qad.0000000000004403","title":"HIV incidence and risk factors for seroconversion among female sex workers and single mothers in a 10-year prospective cohort","year":2025,"lang":"en","type":"article","venue":"AIDS","topic":"Sex work and related issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Seroconversion; Condom; Cohort; Prospective cohort study; Human immunodeficiency virus (HIV); Psychological intervention; Syphilis; Incidence (geometry); Cohort study","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":[0.0007486077,0.0003825519,0.0003099975,0.0007056237,0.0006209473,0.0006051816,0.0004346595,0.0004512704,0.001332488],"category_scores_gemma":[0.001304336,0.0006619983,0.0006290379,0.0006380137,0.0001784359,0.0004425839,0.0004835609,0.0007353545,0.0002456757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003954421,"about_ca_system_score_gemma":0.0003816037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02871324,"about_ca_topic_score_gemma":0.02572629,"domain_scores_codex":[0.9996703,0.00005396026,0.00002763039,0.00009126681,0.00006425661,0.00009264483],"domain_scores_gemma":[0.9994579,0.00004478535,0.000244465,0.00006544048,0.00007447888,0.0001129447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007578175,0.00002728029,0.999343,0.000003623598,0.00003522694,0.00003532699,0.00005951667,0.000009529281,0.00007533687,0.00000409112,0.00006445748,0.0002667909],"study_design_scores_gemma":[0.000008272994,0.00006492838,0.999482,0.000005892246,0.00001701614,0.0001066183,0.0001579502,0.00006814372,0.0000184395,0.000003370971,0.00006571373,0.000001659507],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989803,0.0001164274,0.00004162594,0.00001981478,0.000003995387,0.00001568296,0.000703272,0.000002069528,0.0001167378],"genre_scores_gemma":[0.9988341,0.0001322295,0.00007908769,0.00002026056,0.000004714583,0.00002955328,0.0007003915,0.00000136132,0.0001983125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02871324,"threshold_uncertainty_score":0.05709219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008378328875499417,"score_gpt":0.2665310674795223,"score_spread":0.2581527386040229,"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."}}