{"id":"W1993557126","doi":"10.1136/sti.2006.019794","title":"Anal and dry sex in commercial sex work, and relation to risk for sexually transmitted infections and HIV in Meru, Kenya","year":2006,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"Sex work and related issues","field":"Social Sciences","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Sex work; Human immunodeficiency virus (HIV); Sex workers; Anal sex; Gynecology; Virology; Environmental health; Syphilis; Men who have sex with men; Research methodology; Population","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":[0.0008484749,0.0003120287,0.0004170559,0.0008064471,0.001100158,0.0001821318,0.00009717858,0.0004950912,0.00004005649],"category_scores_gemma":[0.0001404744,0.000333743,0.00006165117,0.00186648,0.0003822988,0.0003954716,0.00001948494,0.0006619261,0.00000429176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001129013,"about_ca_system_score_gemma":0.0001408519,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01088527,"about_ca_topic_score_gemma":0.04803878,"domain_scores_codex":[0.9974828,0.0004753808,0.0006047257,0.0006004411,0.0002461348,0.0005905443],"domain_scores_gemma":[0.9985541,0.0008707142,0.00009839062,0.0001605324,0.00009395982,0.0002223798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000691263,0.0004474901,0.9281803,0.00002833697,0.00006476128,0.000004629049,0.04532091,0.001117713,0.00009621532,0.001402738,0.0002563498,0.02301144],"study_design_scores_gemma":[0.002846309,0.000387133,0.9615021,0.00007553185,0.0001437673,0.000006199527,0.006845492,0.0006562406,0.00002073218,0.003935362,0.02302195,0.0005591817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839243,0.0004759071,0.007655476,0.002589713,0.0002545792,0.001291985,0.00003267856,0.000184191,0.003591147],"genre_scores_gemma":[0.9968671,0.0005253724,0.0006643942,0.0001404038,0.000215372,0.000162432,0.00005687919,0.00003914776,0.001328941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03847541,"threshold_uncertainty_score":0.9999115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01150301265760522,"score_gpt":0.2759782147147579,"score_spread":0.2644752020571526,"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."}}