{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009569281,0.00007359922,0.0001470735,0.0001003934,0.0001688357,0.000088004,0.0001275868,0.0001295464,0.00003534766],"category_scores_gemma":[0.001370377,0.00007206661,0.00003162454,0.000389787,0.00006403598,0.0002565473,0.00002631916,0.0001461268,0.00006950969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002013659,"about_ca_system_score_gemma":0.0001060014,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01530364,"about_ca_topic_score_gemma":0.007043078,"domain_scores_codex":[0.9985082,0.0002270759,0.0001982155,0.0001625562,0.0006794441,0.0002244774],"domain_scores_gemma":[0.9994308,0.0001385896,0.00006115688,0.00006836874,0.0001929305,0.0001081003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005046366,0.0004319324,0.9869165,0.000001482125,0.00004516715,8.331066e-7,0.01217009,0.00001528368,0.00001221208,0.0002165191,0.00007496172,0.0001100096],"study_design_scores_gemma":[0.0003236551,0.0000119713,0.9894401,0.0001244144,0.0000197617,1.238291e-8,0.002775802,0.0001041972,0.00004905252,0.006978474,0.00007726751,0.00009529918],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955867,0.000149621,0.000009572235,0.000483647,0.0001644537,0.0002597551,0.000004609688,0.00008506139,0.003256574],"genre_scores_gemma":[0.9936498,0.00002570478,0.002295511,0.000005681588,0.0001756763,0.00003218276,0.00006091259,0.00000900292,0.003745534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009394289,"threshold_uncertainty_score":0.9912536,"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."}}