{"id":"W6976501134","doi":"10.60692/2fv3c-hen27","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":"Greater South Information System","topic":"History of Computing Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Sex work; Immigration; Focus group; Human rights; Sex workers; Men who have sex with men; Outreach; Isolation (microbiology); Human immunodeficiency virus (HIV)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.1631046,0.0004824518,0.0006421455,0.001631501,0.02040018,0.015372,0.002501887,0.003907059,0.004003503],"category_scores_gemma":[0.1620972,0.0007756012,0.0006428742,0.001169948,0.04273031,0.006590584,0.0152442,0.00665476,0.0003577353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01034462,"about_ca_system_score_gemma":0.05749292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01192438,"about_ca_topic_score_gemma":0.02208073,"domain_scores_codex":[0.8038878,0.1733229,0.003856441,0.004607844,0.006407297,0.007917756],"domain_scores_gemma":[0.7002624,0.2267096,0.02740547,0.01301635,0.01199578,0.02061043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008903964,0.0002421034,0.0464207,0.0009385819,0.00007229524,0.001309935,0.8641393,0.0001959921,0.001148419,0.03682671,0.006182144,0.04243481],"study_design_scores_gemma":[0.00005502059,0.0002014763,0.02973526,0.003235867,0.00006839526,0.0008867577,0.8371018,0.0003748039,0.0007026239,0.05159263,0.07596207,0.00008329694],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6174465,0.008055992,0.01999992,0.2905658,0.001236353,0.001131242,0.0001058481,0.0001084371,0.06134986],"genre_scores_gemma":[0.9777573,0.001804128,0.00517515,0.01304471,0.0002689936,0.0005785066,0.00002175994,0.00003142439,0.001317921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9960929,"threshold_uncertainty_score":0.8625897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1004714045905829,"score_gpt":0.3075815307534256,"score_spread":0.2071101261628427,"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."}}