{"id":"W1944463803","doi":"10.1371/journal.pone.0137007","title":"Monitoring HIV Prevention Programme Outcomes among Key Populations in Kenya: Findings from a National Survey","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Sex work and related issues","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Global Fund to Fight AIDS, Tuberculosis and Malaria; Government of the Republic of Kenya; Bill and Melinda Gates Foundation","keywords":"Condom; Medicine; Population; Psychological intervention; Environmental health; Men who have sex with men; Demography; Human immunodeficiency virus (HIV); Family medicine; Psychiatry; Syphilis","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":[],"consensus_categories":[],"category_scores_codex":[0.002235074,0.0002949012,0.0003017678,0.001209482,0.001364057,0.0005975534,0.0005465869,0.0005990712,0.0008993886],"category_scores_gemma":[0.003450342,0.0004716298,0.000263447,0.001876109,0.0003383157,0.0009561449,0.0009718345,0.0006658438,0.0002476771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001626811,"about_ca_system_score_gemma":0.002264902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1104494,"about_ca_topic_score_gemma":0.1939237,"domain_scores_codex":[0.999064,0.0002980237,0.0001308787,0.00009187312,0.000189945,0.0002252299],"domain_scores_gemma":[0.9985884,0.0001907024,0.0005834988,0.00005106349,0.0003085237,0.0002777016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003961349,0.0001199977,0.992029,0.000118676,0.00002463587,0.00007403018,0.001142881,0.00005500869,0.0002499711,0.0000235078,0.0005700367,0.005552757],"study_design_scores_gemma":[0.000005792814,0.0000760231,0.9977252,0.00004421024,0.00001250444,0.00005022731,0.001525997,0.00006381276,0.00006237889,0.000008700681,0.0004197726,0.000005428477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939961,0.0003427716,0.0001170398,0.0002010755,0.00000587591,0.0003217413,0.003679975,0.000006369584,0.001328958],"genre_scores_gemma":[0.9950059,0.0008049519,0.0007515132,0.0002574138,0.000009327494,0.0004859657,0.002244491,0.000003009237,0.0004374619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1104494,"threshold_uncertainty_score":0.219613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2739132320590132,"score_gpt":0.3713529402658204,"score_spread":0.09743970820680725,"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."}}