{"id":"W3094912537","doi":"10.1136/sextrans-2020-054681","title":"An update on the performance of STI services for gay and bisexual men across European cities: results from the 2017 European MSM Internet Survey","year":2020,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bundeszentrale für gesundheitliche Aufklärung; Norwegian Institute of Public Health; Health Canada; Robert Koch Institut; Terveyden ja hyvinvoinnin laitos; Universitätsspital Zürich; Universiteit Maastricht; Folkhälsomyndigheten; Public Health Agency of Canada; Università degli Studi di Verona; Bundesamt für Gesundheit; Institut National de la Santé et de la Recherche Médicale; Health Service Executive; Public Health Agency; Statens Serum Institut; Directorate-General for Health and Consumers; University of Bristol; Centre Hospitalier Universitaire Vaudois; European Centre for Disease Prevention and Control; University College London; World Health Organization; European Commission; University of Toronto; Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology; Helsedirektoratet; London School of Hygiene and Tropical Medicine; University of Windsor; Instituto De Saúde Pública, Universidade do Porto; Göteborgs Universitet; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Medicine; Men who have sex with men; Demography; Logistic regression; Odds; Reproductive health; Odds ratio; Family medicine; Environmental health; Human immunodeficiency virus (HIV); Syphilis; Population","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001502132,0.0001956779,0.0002281128,0.00005079362,0.0004073561,0.0001235566,0.000382904,0.0000401584,0.0001113332],"category_scores_gemma":[0.0002916549,0.0001179173,0.00009629856,0.0002775209,0.0002808575,0.0002043066,0.00005982332,0.0004186947,0.00006737289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001375534,"about_ca_system_score_gemma":0.0000471159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001363792,"about_ca_topic_score_gemma":0.00151243,"domain_scores_codex":[0.997698,0.0009015305,0.0004729492,0.0003721923,0.000243379,0.000311914],"domain_scores_gemma":[0.9982755,0.0006777003,0.0001203044,0.0004764536,0.000239835,0.0002101789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.01517971,0.004618546,0.2271975,0.001929785,0.005094721,0.00006887756,0.2205406,0.0006758517,0.05061,0.001123666,0.3385482,0.1344125],"study_design_scores_gemma":[0.00571483,0.01855144,0.8842618,0.0005090928,0.0001830355,0.00001492154,0.00688547,0.02680471,0.001968535,0.00002309154,0.05471009,0.0003729375],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822005,0.00007284019,0.001545706,0.003995306,0.00006023775,0.0006754918,0.00404374,0.00009248165,0.007313678],"genre_scores_gemma":[0.9961646,0.0001613714,0.00004682843,0.0009784169,0.0002282625,0.0000220882,0.001138501,0.0000448952,0.001215084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6570643,"threshold_uncertainty_score":0.4808528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06037611283028572,"score_gpt":0.3365370315591137,"score_spread":0.276160918728828,"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."}}