{"id":"W3037524516","doi":"10.1002/jia2.25516","title":"HIV prevalence, testing and treatment among men who have sex with men through engagement in virtual sexual networks in Kenya: a cross‐sectional bio‐behavioural study","year":2020,"lang":"en","type":"article","venue":"Journal of the International AIDS Society","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; St. Michael's Hospital; University of Manitoba","funders":"Canadian Institutes of Health Research; International AIDS Society; University of Toronto; Bill and Melinda Gates Foundation","keywords":"Medicine; Logistic regression; Cross-sectional study; Men who have sex with men; Human immunodeficiency virus (HIV); Demography; Antiretroviral therapy; Environmental health; Viral load; Family medicine; Internal medicine; Syphilis","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":[0.0005472398,0.0002381956,0.0002020714,0.0005679687,0.00108623,0.0005620386,0.0003272893,0.000486149,0.001696285],"category_scores_gemma":[0.001224207,0.0005293775,0.0002114646,0.000820566,0.000355576,0.0006358505,0.000592294,0.0004433708,0.0002565337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000367823,"about_ca_system_score_gemma":0.000314112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0190618,"about_ca_topic_score_gemma":0.03384097,"domain_scores_codex":[0.999683,0.0001178826,0.00003026894,0.00004598398,0.00006618063,0.00005672851],"domain_scores_gemma":[0.999572,0.000072583,0.0002006554,0.00001910298,0.00004140248,0.00009426662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003286667,0.0001216099,0.9978947,0.0000185881,0.00001949553,0.00005255331,0.0007575406,0.00001533051,0.0001752462,0.00001517893,0.0000653572,0.0008316902],"study_design_scores_gemma":[0.000005865546,0.0001722648,0.9979759,0.00002018035,0.00001303513,0.0001647384,0.001345293,0.00007026103,0.00004296852,0.000008912291,0.0001770779,0.000003637699],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991714,0.00009313796,0.00002620109,0.00002179453,0.000001541982,0.00004002584,0.0002895165,7.290952e-7,0.0003556115],"genre_scores_gemma":[0.9992632,0.0001380954,0.0001135775,0.00003862752,0.000003301213,0.0000506314,0.0001821457,4.316215e-7,0.0002099376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0190618,"threshold_uncertainty_score":0.0379017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06079843748386839,"score_gpt":0.3455718523585478,"score_spread":0.2847734148746794,"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."}}