{"id":"W2891609906","doi":"10.1371/journal.pone.0203784","title":"Changes in HIV prevention programme outcomes among key populations in Kenya: Data from periodic surveys","year":2018,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Sex work and related issues","field":"Social Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Global Fund to Fight AIDS, Tuberculosis and Malaria; Bill and Melinda Gates Foundation","keywords":"Medicine; Men who have sex with men; Condom; Demography; Anal sex; Human immunodeficiency virus (HIV); Psychological intervention; Female sex; Environmental health; Gynecology; Virology; Internal medicine; 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":[0.001143935,0.00008455028,0.0001961641,0.0001227355,0.0002048757,0.00008534521,0.0003445787,0.000144565,0.0004355418],"category_scores_gemma":[0.0004677192,0.00007841666,0.00001736292,0.0004677942,0.0002214957,0.0002545281,0.00009873382,0.0001448984,0.0001281883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006278045,"about_ca_system_score_gemma":0.00004654274,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02848236,"about_ca_topic_score_gemma":0.4919903,"domain_scores_codex":[0.9983979,0.0005232507,0.0001917641,0.0002757189,0.0003143789,0.0002969177],"domain_scores_gemma":[0.9994258,0.0000803246,0.00007120229,0.0003131065,0.00004658819,0.00006292335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002629769,0.0005755131,0.9789295,0.000003633775,0.00002988019,0.000001960836,0.01883835,3.343091e-7,0.00002409773,0.00005788374,0.00007283118,0.001463422],"study_design_scores_gemma":[0.0002817941,0.00002773749,0.9928892,0.0001797879,0.00003012607,1.282096e-8,0.004550986,0.0003139288,0.00003200871,0.001145111,0.0004371261,0.0001121514],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949824,0.0002203651,0.00001230048,0.002243988,0.0001082178,0.0004081429,0.00001471527,0.00007520706,0.001934701],"genre_scores_gemma":[0.9952891,0.0001378679,0.001180385,0.00001982898,0.0002309501,0.00002708726,0.0002902878,0.00001021504,0.002814227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.463508,"threshold_uncertainty_score":0.9779871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2170360629973771,"score_gpt":0.3584779860514912,"score_spread":0.1414419230541141,"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."}}