{"id":"W2963006636","doi":"10.1186/s12889-019-7291-2","title":"Evaluation of community-based HIV self-testing delivery strategies on reducing undiagnosed HIV infection, and improving linkage to prevention and treatment services, among men who have sex with men in Kenya: a programme science study protocol","year":2019,"lang":"en","type":"article","venue":"BMC Public Health","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital; Nutrition International; University of Manitoba; Health Sciences Centre","funders":"Canadian Institutes of Health Research; Bill and Melinda Gates Foundation","keywords":"Medicine; Biostatistics; Human immunodeficiency virus (HIV); Public health; Linkage (software); Epidemiology; HIV screening; Environmental health; Family medicine; Men who have sex with men; Syphilis; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.03607414,0.004124566,0.003325216,0.002512257,0.00313079,0.002540336,0.005650604,0.004612739,0.01925047],"category_scores_gemma":[0.02812466,0.002347111,0.004947629,0.001425154,0.002447063,0.001928669,0.002860726,0.002490168,0.002211998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009971804,"about_ca_system_score_gemma":0.04500983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01045848,"about_ca_topic_score_gemma":0.01307015,"domain_scores_codex":[0.977805,0.01505575,0.001996664,0.001339149,0.001787446,0.002015987],"domain_scores_gemma":[0.9836749,0.006050848,0.00306236,0.001220894,0.003561333,0.002429779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.3354798,0.2568817,0.01286015,0.05105885,0.003666937,0.001151083,0.006347597,0.03865303,0.008795802,0.006081062,0.008179475,0.2708446],"study_design_scores_gemma":[0.3722751,0.5586039,0.02133903,0.006762098,0.002456895,0.0001175004,0.001905852,0.005394079,0.00623205,0.002598356,0.02207,0.0002452419],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.03821935,0.0001392119,0.001492739,0.000173682,0.00006610512,0.956838,0.001599273,0.00003933263,0.001432282],"genre_scores_gemma":[0.02386567,0.0002237205,0.007699647,0.0001162824,0.00003233846,0.9671385,0.0003391026,0.000004943257,0.0005798921],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03607414,"threshold_uncertainty_score":0.1907806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08538212722980111,"score_gpt":0.4069157069012607,"score_spread":0.3215335796714596,"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."}}