{"id":"W4206394727","doi":"10.1136/bmjopen-2021-055783","title":"Disparities in HIV/STI burden and care coverage among men and transgender persons who have sex with men in Nairobi, Kenya: a cross-sectional study","year":2021,"lang":"en","type":"article","venue":"BMJ Open","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Medical Research Council; Department for International Development, UK Government","keywords":"Medicine; Men who have sex with men; Cross-sectional study; Demography; Transgender; Viral load; Population; GeneXpert MTB/RIF; Chlamydia; Asymptomatic; Syphilis; Human immunodeficiency virus (HIV); Gerontology; Environmental health; Immunology; Internal medicine; Tuberculosis; Sputum","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":[0.0006075812,0.0001943536,0.0002328009,0.0006063996,0.001174594,0.0005343956,0.0003278536,0.0003659287,0.001838086],"category_scores_gemma":[0.001160574,0.000368645,0.0002080259,0.0008846945,0.000303858,0.0006015297,0.0006666223,0.0003680489,0.0002111218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005411031,"about_ca_system_score_gemma":0.0007621813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05757895,"about_ca_topic_score_gemma":0.1315994,"domain_scores_codex":[0.9996917,0.00007728553,0.00003734135,0.00005717034,0.00005960511,0.00007698217],"domain_scores_gemma":[0.9996959,0.0000289572,0.0001620307,0.00001690576,0.00003875097,0.00005740988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001474736,0.0000477936,0.9973991,0.0000270559,0.00002566555,0.00004456367,0.0009952164,0.00001004655,0.0001153545,0.00002647193,0.0001123459,0.001181683],"study_design_scores_gemma":[0.00000314274,0.00004926735,0.9972898,0.00003239726,0.00001403689,0.0001167061,0.002145883,0.00003969055,0.00002629459,0.0000119899,0.0002680335,0.000002674621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986141,0.000201234,0.00003288002,0.00005991166,0.000002857416,0.00004906795,0.0005349515,0.000001154419,0.0005037998],"genre_scores_gemma":[0.9990249,0.0002315788,0.0001358324,0.00008609363,0.00000473083,0.00005101288,0.0002549326,7.870008e-7,0.0002101465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05757895,"threshold_uncertainty_score":0.1144876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05123566940316435,"score_gpt":0.3933141523267727,"score_spread":0.3420784829236084,"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."}}