{"id":"W2976454637","doi":"10.1098/rsif.2019.0497","title":"HIV control strategies for sex worker–client contact networks","year":2019,"lang":"en","type":"article","venue":"Journal of The Royal Society Interface","topic":"Sex work and related issues","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Sex work; Population; Psychological intervention; Sex workers; Men who have sex with men; Demography; Human immunodeficiency virus (HIV); Medicine; Environmental health; Family medicine; Nursing; Sociology; Research methodology","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":[0.001743877,0.0006941772,0.0007502006,0.001040387,0.0007999292,0.001255236,0.002286592,0.001646265,0.01031732],"category_scores_gemma":[0.005508924,0.0003911192,0.0005159178,0.000596826,0.0008981585,0.002207052,0.001747991,0.0009845421,0.0006899112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001509181,"about_ca_system_score_gemma":0.0009977083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004766139,"about_ca_topic_score_gemma":0.004070294,"domain_scores_codex":[0.9989794,0.0005495062,0.00002452902,0.0001860858,0.0001091726,0.0001512196],"domain_scores_gemma":[0.9976762,0.001437213,0.0003959663,0.0001106726,0.0001493687,0.000230583],"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":[0.0003836263,0.0005856171,0.007228487,0.0003840853,0.000196296,0.0006765375,0.0007683059,0.5893484,0.003055005,0.2825768,0.009363636,0.1054331],"study_design_scores_gemma":[0.00009317022,0.0001454819,0.001456824,0.00005731381,0.00004271775,0.0001725641,0.0003165319,0.890949,0.0002637155,0.1030753,0.003406066,0.00002132087],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2527073,0.00119534,0.6919613,0.005150032,0.0001092509,0.0008722065,0.0006374904,0.0003707316,0.04699634],"genre_scores_gemma":[0.9594129,0.000566922,0.02408012,0.0002898265,0.00006069047,0.0005662741,0.0001789068,0.0000285621,0.01481571],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01031732,"threshold_uncertainty_score":0.0345149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008580948553495569,"score_gpt":0.278455192709128,"score_spread":0.2698742441556324,"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."}}