{"id":"W2082175973","doi":"10.1136/sextrans-2011-050109.100","title":"O2-S6.04 An exploratory survey of male sex workers and HIV risk in an urban area of Southwest China","year":2011,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"Sex work and related issues","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Demography; Men who have sex with men; Population; Demographics; Female sex; Cross-sectional study; Human immunodeficiency virus (HIV); Anal sex; Sex partners; China; Condom; Environmental health; Family medicine; Syphilis; Internal medicine; Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.001154302,0.0001711353,0.0003065243,0.0002915883,0.0003274143,0.00002404701,0.0001921172,0.0002683914,0.0003000355],"category_scores_gemma":[0.00008845403,0.0001662548,0.00004708514,0.001033666,0.0005263681,0.0005679857,0.00001260051,0.0003447009,0.000005042569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002567051,"about_ca_system_score_gemma":0.0001900037,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02990717,"about_ca_topic_score_gemma":0.06554534,"domain_scores_codex":[0.9977623,0.0009957763,0.0004105076,0.0003120173,0.0002130716,0.0003062851],"domain_scores_gemma":[0.9990882,0.0001457577,0.00015792,0.0002737522,0.0001430748,0.0001913129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003256342,0.0005354669,0.7876654,0.000009373239,0.00004532915,0.000001937568,0.2105438,0.00005061453,0.000084636,0.0001218267,0.00002777001,0.0008813455],"study_design_scores_gemma":[0.000518251,0.0003792152,0.9232501,0.00004208609,0.0000522667,0.000001148702,0.07490613,0.00006054442,0.0001216909,0.0003059043,0.0001552693,0.0002073521],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920759,0.0002564684,0.0003207215,0.00001985377,0.0001990021,0.0002610959,0.00005086506,0.00009132668,0.006724759],"genre_scores_gemma":[0.9991866,0.0002241913,0.0001617051,0.00001102643,0.00003764985,0.0000150837,0.00004099787,0.00002275217,0.0003000276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1356376,"threshold_uncertainty_score":0.9765528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0332646827810836,"score_gpt":0.2742738955295578,"score_spread":0.2410092127484742,"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."}}