{"id":"W1981219056","doi":"10.1097/01.olq.0000261327.78674.cb","title":"Clients of Indoor Commercial Sex Workers: Heterogeneity in Patronage Patterns and Implications for HIV and STI Propagation Through Sexual Networks","year":2007,"lang":"en","type":"article","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 British Columbia; BC Centre for Disease Control","funders":"","keywords":"Medicine; Sex workers; Proxy (statistics); Sex work; Categorization; Demography; Female sex; Human immunodeficiency virus (HIV); Environmental health; Family medicine; Population; Statistics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003542123,0.0001556639,0.0002341606,0.00008135018,0.0003166837,0.00004822459,0.000133121,0.0001772146,0.000007525645],"category_scores_gemma":[0.00005231894,0.0001480888,0.00003841366,0.0002841504,0.000321799,0.0002114386,0.00002136578,0.0001222629,3.178995e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003218643,"about_ca_system_score_gemma":0.00006901013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009255739,"about_ca_topic_score_gemma":0.002526297,"domain_scores_codex":[0.9986053,0.0001381162,0.0003643162,0.0003307757,0.0001751201,0.0003863741],"domain_scores_gemma":[0.9991488,0.0003777327,0.0001066817,0.0001341823,0.00007362098,0.0001589559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001622551,0.0002596703,0.9439054,0.0000557658,0.00004560099,0.000001421181,0.01102791,0.0000571089,0.00002561477,0.0003144388,0.00004880586,0.04409606],"study_design_scores_gemma":[0.001182398,0.0001141789,0.9859871,0.00005570259,0.0000910153,4.544407e-7,0.01113773,0.0001007324,0.00003454386,0.000653071,0.0004587527,0.000184354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796208,0.00148384,0.01709389,0.0005543005,0.00008639635,0.0008895407,0.0001080421,0.00005487924,0.0001082923],"genre_scores_gemma":[0.9989166,0.0002823321,0.000264822,0.000137428,0.0001493764,0.0000429595,0.0001426643,0.0000176554,0.00004617437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0439117,"threshold_uncertainty_score":0.6038887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02279886857118996,"score_gpt":0.3217750964938435,"score_spread":0.2989762279226535,"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."}}