{"id":"W2958781476","doi":"10.1097/olq.0000000000001020","title":"Sex Worker Community-led Interventions Interrupt Sexually Transmitted Infection/Human Immunodeficiency Virus Transmission and Improve Human Immunodeficiency Virus Cascade Outcomes: A Program Review from South India","year":2019,"lang":"en","type":"review","venue":"Sexually Transmitted Diseases","topic":"Sex work and related issues","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"World Health Organization; Bill and Melinda Gates Foundation","keywords":"Medicine; Psychological intervention; Condom; Attendance; Outreach; Sex work; Transmission (telecommunications); Sexually transmitted disease; Syphilis; Gonorrhea; Family medicine; Human immunodeficiency virus (HIV); Demography; Environmental health; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.002074505,0.00231527,0.005439873,0.001104411,0.004511186,0.0009805263,0.002541921,0.001875634,0.001321678],"category_scores_gemma":[0.0002796219,0.001910392,0.003282567,0.002607846,0.001661982,0.0008125452,0.0002536352,0.004398836,0.0001769715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000484885,"about_ca_system_score_gemma":0.001235554,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01441768,"about_ca_topic_score_gemma":0.001010597,"domain_scores_codex":[0.9843522,0.006188275,0.00387321,0.002032351,0.001646384,0.001907531],"domain_scores_gemma":[0.99384,0.001238398,0.001585984,0.00206434,0.0003740105,0.0008972049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005358868,0.004992135,0.00042973,0.03396937,0.002476311,0.00005097843,0.04499643,0.000001504532,0.00006041552,0.0001136502,0.0002012492,0.9126546],"study_design_scores_gemma":[0.004165802,0.002045329,0.003344408,0.1480462,0.02601616,0.00002226364,0.01339994,0.00001442514,0.000007871026,0.0007512894,0.7970213,0.005165056],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01574929,0.9700217,0.0003514845,0.0001430631,0.0009905483,0.008655493,0.001128544,0.001503044,0.001456799],"genre_scores_gemma":[0.01780527,0.9733123,0.0001084469,0.0003292351,0.0001855696,0.00133096,0.003571211,0.0003718502,0.002985162],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9074896,"threshold_uncertainty_score":0.9995912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05353542287967299,"score_gpt":0.3902968607307162,"score_spread":0.3367614378510432,"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."}}