{"id":"W6940198561","doi":"10.6084/m9.figshare.c.7549774","title":"HIV phylogenetic clusters point to unmet hiv prevention, testing and treatment needs among men who have sex with men in kenya","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Manitoba; Public Health Agency of Canada","funders":"","keywords":"Kenya; Men who have sex with men; Phylogenetic tree; Public health; Human immunodeficiency virus (HIV); Descriptive statistics; Cross-sectional study; Young adult; Odds","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":[0.0003378784,0.0002564467,0.0002370056,0.001211508,0.002317396,0.0007585619,0.0004148558,0.0003933252,0.003792542],"category_scores_gemma":[0.001160713,0.0002887399,0.0002299207,0.001855662,0.0005321915,0.0007245016,0.00108835,0.0004352649,0.0002253955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006363034,"about_ca_system_score_gemma":0.0008143935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04860831,"about_ca_topic_score_gemma":0.1016576,"domain_scores_codex":[0.9996378,0.0001040702,0.00003320251,0.00006507223,0.00004180846,0.0001179313],"domain_scores_gemma":[0.9995396,0.00004555468,0.0002702604,0.00001429375,0.00004754983,0.00008278424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007445869,0.00002506931,0.9931515,0.00004755019,0.00002053996,0.0001604831,0.001567782,0.00005272339,0.0004433089,0.0001025614,0.0003306207,0.00402331],"study_design_scores_gemma":[0.000005932327,0.00005537873,0.989328,0.00009246435,0.0000185752,0.0004464635,0.008976271,0.0002861606,0.0001118844,0.0001025844,0.0005673351,0.000009034166],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982262,0.0003703655,0.00008953648,0.0001182929,0.000003853871,0.00002731346,0.0005387933,0.000002802906,0.0006228489],"genre_scores_gemma":[0.9991536,0.0001980414,0.0002433373,0.00003910066,0.000005275741,0.00001573068,0.000226358,0.000001235795,0.0001174485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04860831,"threshold_uncertainty_score":0.09665072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0207156953586385,"score_gpt":0.2242777312778231,"score_spread":0.2035620359191846,"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."}}