{"id":"W2110125623","doi":"10.1136/sextrans-2013-051203","title":"Demographic changes and trends in risk behaviours, HIV and other sexually transmitted infections among female sex workers in Bangalore, India involved in a focused HIV preventive intervention","year":2013,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"Sex work and related issues","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Ottawa","funders":"","keywords":"Medicine; Syphilis; Condom; Demography; Female sex; Sex work; Human immunodeficiency virus (HIV); Cross-sectional study; Psychological intervention; Immunology; Internal medicine","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"],"consensus_categories":[],"category_scores_codex":[0.001119585,0.0004287114,0.0005298799,0.002747236,0.0005320287,0.0002226882,0.0001895121,0.0006680338,0.0003400884],"category_scores_gemma":[0.00008606754,0.0004442443,0.0001363064,0.004278696,0.000731724,0.000730472,0.0000302786,0.001166327,0.000008715289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001570414,"about_ca_system_score_gemma":0.00008053527,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0757908,"about_ca_topic_score_gemma":0.4535589,"domain_scores_codex":[0.9961405,0.001290808,0.0007265959,0.0007432948,0.0003161506,0.0007826636],"domain_scores_gemma":[0.9988433,0.0003685511,0.0002130374,0.0002353237,0.00008596257,0.0002538711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002232475,0.0009477785,0.8960429,0.00002328043,0.000112369,0.000007758767,0.06669289,0.00006467438,0.00003228393,0.00006337327,0.00007003929,0.03592034],"study_design_scores_gemma":[0.00299464,0.0003586627,0.9613215,0.0003486332,0.0001250086,0.000002534359,0.03275219,0.000280915,0.00002039531,0.000790909,0.0005042956,0.0005003664],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948645,0.0007271622,0.0003055396,0.0006095147,0.0002268484,0.001295221,0.0000377059,0.0002334258,0.00170004],"genre_scores_gemma":[0.9973352,0.0006257262,0.0001217307,0.000062953,0.00006835874,0.000552386,0.00007195451,0.00006015632,0.001101556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3777681,"threshold_uncertainty_score":0.9998009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01235113411894251,"score_gpt":0.2686281599181446,"score_spread":0.2562770257992021,"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."}}