{"id":"W2062878155","doi":"10.1001/jama.2010.1090","title":"Violence, Condom Negotiation, and HIV/STI Risk Among Sex Workers","year":2010,"lang":"en","type":"article","venue":"JAMA","topic":"Sex work and related issues","field":"Social Sciences","cited_by":249,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver; University of British Columbia","funders":"","keywords":"Medicine; Condom; Human immunodeficiency virus (HIV); Sex workers; Negotiation; Sex work; Environmental health; Family medicine; Population; 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":[0.0004427194,0.00006892253,0.00009153903,0.0000406137,0.0005053886,0.0001437833,0.000123801,0.000221524,0.0003492479],"category_scores_gemma":[0.0004186745,0.00005817393,0.00002740506,0.0002211488,0.0004154063,0.0001813931,0.00002251627,0.0003415852,0.00009550188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009683713,"about_ca_system_score_gemma":0.0000438938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002060088,"about_ca_topic_score_gemma":0.0006732425,"domain_scores_codex":[0.9992595,0.00009717442,0.0001101845,0.0001603297,0.0001743717,0.0001983814],"domain_scores_gemma":[0.9994487,0.0001848848,0.00007555486,0.0001102728,0.00006039621,0.0001201928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006452772,0.00001209207,0.934072,0.000001481007,0.00001628587,0.000002732763,0.02096782,0.000007572859,0.00002471669,0.00071832,0.005856223,0.03831427],"study_design_scores_gemma":[0.001094894,0.0000225667,0.7556483,0.0001050183,0.00005336872,0.000001180413,0.0503106,0.0002901708,0.0002393784,0.00918453,0.1827468,0.0003031866],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.963698,0.0002777071,0.00002797483,0.0009290249,0.000563406,0.0001142954,0.000001386641,0.00008628444,0.03430195],"genre_scores_gemma":[0.9942119,0.0006850814,0.0002673391,0.0001111421,0.0005167761,0.000004381239,0.000002833438,0.000006802215,0.004193772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1784237,"threshold_uncertainty_score":0.3887091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005156799976173705,"score_gpt":0.2520475608059443,"score_spread":0.2468907608297705,"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."}}