{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00237849,0.0004001716,0.0003590969,0.001327883,0.0006403804,0.0005870101,0.0005371691,0.000585823,0.0007341418],"category_scores_gemma":[0.005585241,0.0003920264,0.0003834734,0.002228008,0.0003510224,0.000777122,0.0009126372,0.0006462267,0.000192519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001532293,"about_ca_system_score_gemma":0.001189665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0895602,"about_ca_topic_score_gemma":0.1279403,"domain_scores_codex":[0.9984126,0.0005421675,0.0001976911,0.0001950618,0.0002610862,0.0003913732],"domain_scores_gemma":[0.9970438,0.0003463245,0.001789615,0.00009788749,0.0004013884,0.0003209619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007535877,0.00004930756,0.9964194,0.0000642941,0.00005866809,0.00002671286,0.0001858083,0.00009362046,0.00008800886,0.00001977805,0.0004874782,0.002431565],"study_design_scores_gemma":[0.000003962273,0.00003318729,0.9995609,0.00001588956,0.0000110735,0.00001758004,0.000127428,0.00005407866,0.00002667365,0.00000424345,0.0001428515,0.000002179299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989618,0.0005282919,0.00009266821,0.0001547349,0.000009383762,0.00007909192,0.008762564,0.000009172789,0.00074609],"genre_scores_gemma":[0.9943545,0.0002944177,0.0002357457,0.00007846839,0.000007844351,0.0001136126,0.004740333,0.000002581144,0.0001726477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0895602,"threshold_uncertainty_score":0.1780778,"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."}}