{"id":"W3105871173","doi":"10.1136/sextrans-2020-054603","title":"Does being on HIV antiretroviral therapy increase the risk of syphilis? An analysis of a large national cohort of MSM living with HIV in England 2009–2016","year":2020,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; National Institute for Health and Care Research","keywords":"Syphilis; Medicine; Men who have sex with men; Poisson regression; Cohort; Demography; Incidence (geometry); Cohort study; Confounding; Human immunodeficiency virus (HIV); Population; Internal medicine; Immunology; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004881214,0.00017673,0.0005369732,0.0004319032,0.0000853005,0.000008474028,0.00008415432,0.00007293279,0.0002009651],"category_scores_gemma":[0.0002087949,0.00009060764,0.0001840446,0.00133817,0.0001122108,0.0001068376,0.000008706306,0.0002032021,0.00000115375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004132113,"about_ca_system_score_gemma":0.0001596104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001136202,"about_ca_topic_score_gemma":0.001414072,"domain_scores_codex":[0.9984146,0.0002318614,0.0004702734,0.0002814677,0.0004321434,0.0001695962],"domain_scores_gemma":[0.9985185,0.0006860648,0.0002156042,0.0002453662,0.0002422148,0.00009225613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002035648,0.002765654,0.9871061,0.00003734818,0.002733995,0.000003975417,0.004204733,0.001259182,0.0007691165,0.0002990848,0.00001602307,0.0006012396],"study_design_scores_gemma":[0.002805145,0.001966821,0.9885113,0.000142376,0.00155967,0.00000170715,0.000385763,0.00323865,0.001141508,0.00002227139,0.0001250252,0.00009982333],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974025,0.00008881385,0.0004187774,0.0005470488,0.00002131735,0.0004794341,0.0004919116,0.00002862427,0.0005215645],"genre_scores_gemma":[0.999099,0.0003491991,0.00007346059,0.0002255483,0.0000543122,0.00005433001,0.0001103946,0.00001789849,0.00001590387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00381897,"threshold_uncertainty_score":0.3694872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009418990372227742,"score_gpt":0.2589525378020859,"score_spread":0.2495335474298581,"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."}}