{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007639509,0.0006961106,0.001043811,0.006240144,0.0002931575,0.001771262,0.001116574,0.0006040308,0.002004481],"category_scores_gemma":[0.01510194,0.0005028936,0.002179548,0.01037074,0.000345242,0.001667451,0.002021772,0.0005452537,0.0009866289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001361002,"about_ca_system_score_gemma":0.002123521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05393173,"about_ca_topic_score_gemma":0.04606364,"domain_scores_codex":[0.9930356,0.001859866,0.001935266,0.0005804122,0.002070026,0.0005188481],"domain_scores_gemma":[0.9786785,0.003457707,0.007823049,0.0008869775,0.008346033,0.0008076919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002032175,0.00005339771,0.9424239,0.001493538,0.0005567349,0.00007034732,0.0007610887,0.0003588764,0.0001380015,0.0001831096,0.02405687,0.02970086],"study_design_scores_gemma":[0.00001564101,0.00003400079,0.9849159,0.000480962,0.0001045669,0.0000675982,0.000640584,0.0001060159,0.0001210407,0.00002731581,0.01346833,0.00001805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6176493,0.02139889,0.002269049,0.002064141,0.0004359949,0.0004060032,0.3424667,0.0003345402,0.01297537],"genre_scores_gemma":[0.7077944,0.01396846,0.004246003,0.001207693,0.0002680364,0.001098926,0.2685138,0.0002120387,0.002690617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05393173,"threshold_uncertainty_score":0.1072356,"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."}}