{"id":"W2346533236","doi":"10.1371/journal.pone.0155048","title":"Enhancing the Ethical Conduct of HIV Research with Migrant Sex Workers: Human Rights, Policy, and Social Contextual Influences","year":2016,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Sex work and related issues","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; Simon Fraser University; University of British Columbia","funders":"National Institute on Drug Abuse; Canadian Institutes of Health Research; HIV and Drug Abuse Prevention Research Ethics Training Institute, Fordham University; Fordham University; Michael Smith Health Research BC; University of California, San Diego; Universidad del Valle","keywords":"Sex work; Criminalization; Stigma (botany); Immigration; Human rights; Population; Focus group; Sex workers; Men who have sex with men; Political science; Criminology; Economic growth; Sociology; Medicine; Environmental health; Human immunodeficiency virus (HIV); Law; Psychiatry; Family medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1380785,0.0004208483,0.0005542609,0.001596665,0.02014648,0.01522076,0.002294925,0.00368389,0.004236622],"category_scores_gemma":[0.1407811,0.0006905112,0.0006096062,0.00112377,0.04183333,0.006223601,0.0141334,0.006144437,0.0003667047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01035261,"about_ca_system_score_gemma":0.05613618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01113769,"about_ca_topic_score_gemma":0.02085224,"domain_scores_codex":[0.8258194,0.1529349,0.003482611,0.004163417,0.005886878,0.007712796],"domain_scores_gemma":[0.7137614,0.212962,0.02921584,0.01156105,0.012209,0.02029067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008619586,0.0002297294,0.05291364,0.0007977598,0.00006957345,0.001303404,0.8712132,0.0001763104,0.001064574,0.03195108,0.005040601,0.03515394],"study_design_scores_gemma":[0.0000388211,0.0001562202,0.03220837,0.002389048,0.0000573609,0.0007890303,0.8698788,0.0002742882,0.0005790666,0.03562066,0.05793822,0.00007012124],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6860126,0.006325813,0.0135722,0.2314836,0.00092842,0.0007975849,0.00008778016,0.00008831689,0.06070359],"genre_scores_gemma":[0.9852163,0.001364618,0.003229136,0.008596852,0.0001817226,0.0003349895,0.00001723542,0.00002317279,0.001036091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1380785,"threshold_uncertainty_score":0.7302375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1482428483833066,"score_gpt":0.3904188234629796,"score_spread":0.242175975079673,"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."}}