{"id":"W4372330976","doi":"10.1186/s12905-023-02392-2","title":"Prevalence of depression, syndemic factors and their impact on viral suppression among female sex workers living with HIV in eThekwini, South Africa","year":2023,"lang":"en","type":"article","venue":"BMC Women s Health","topic":"Sex work and related issues","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institute of Allergy and Infectious Diseases; National Institute of Nursing Research; National Institute of Mental Health","keywords":"Syndemic; Medicine; Depression (economics); Sex work; Demography; Domestic violence; Psychiatry; Poison control; Suicide prevention; Environmental health; Human immunodeficiency virus (HIV); Immunology","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":[0.0005640129,0.0002326254,0.0002304004,0.0005516428,0.0004518317,0.0004999345,0.0002886241,0.0002289363,0.002048791],"category_scores_gemma":[0.001376293,0.0003372702,0.0002133026,0.0007053555,0.0003536506,0.0003896304,0.0006377037,0.0003968549,0.0001113873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004480659,"about_ca_system_score_gemma":0.0005823999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02378823,"about_ca_topic_score_gemma":0.03100962,"domain_scores_codex":[0.999777,0.00006442652,0.00001960697,0.00003800657,0.00003572349,0.00006519628],"domain_scores_gemma":[0.9996339,0.00006220235,0.0001995093,0.00001303606,0.00002652375,0.00006482286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006378719,0.00003389515,0.9958484,0.00006353365,0.00004004289,0.0001519971,0.0007770188,0.00002982622,0.0003198076,0.00002801971,0.0001269582,0.002516686],"study_design_scores_gemma":[0.00001166107,0.00005645868,0.9984506,0.00004532042,0.0000169127,0.0001522754,0.000997904,0.00008758588,0.00003590239,0.0000182134,0.0001244299,0.000002743677],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991085,0.0002593312,0.00002648755,0.000106575,0.000002166417,0.00001947967,0.0002627755,0.000001040402,0.000213678],"genre_scores_gemma":[0.9995308,0.0001750375,0.00003913375,0.0000228796,0.000002246245,0.00002368358,0.0001001583,3.997899e-7,0.0001056504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02378823,"threshold_uncertainty_score":0.04729956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02693644463716154,"score_gpt":0.3144744051628119,"score_spread":0.2875379605256504,"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."}}