{"id":"W3138603672","doi":"10.1371/journal.pone.0248582","title":"Changes in the prevalence of self-reported sexually transmitted bacterial infections from 2010 and 2017 in two large European samples of men having sex with men–is it time to re-evaluate STI-screening as a control strategy?","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Consumers, Health, Agriculture and Food Executive Agency; Robert Koch Institut; Universitätsspital Zürich; European Centre for Disease Prevention and Control; Centre Hospitalier Universitaire Vaudois; University of Toronto; Bundesamt für Gesundheit; European Commission; Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology; Directorate-General for Health and Consumers; London School of Hygiene and Tropical Medicine; Public Health Agency of Canada; Public Health Agency; Bundeszentrale für gesundheitliche Aufklärung; Executive Agency for Health and Consumers; University of Windsor; Statens Serum Institut; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Syphilis; Chlamydia; Medicine; Asymptomatic; Demography; Gonorrhea; Men who have sex with men; Partner notification; Condom; Medical diagnosis; Chlamydia trachomatis; Sexual intercourse; Sexually transmitted disease; Gynecology; Family medicine; Internal medicine; Immunology; Population; Environmental health; Pathology","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":[0.002388028,0.0003955869,0.0004366259,0.001200913,0.0003127959,0.001238761,0.0006194258,0.0007464496,0.001300861],"category_scores_gemma":[0.004022774,0.0003898647,0.001210215,0.001422884,0.0005573651,0.0008631163,0.001087179,0.0006816701,0.0004144566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006429971,"about_ca_system_score_gemma":0.0005580978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01257836,"about_ca_topic_score_gemma":0.01136312,"domain_scores_codex":[0.99842,0.0005458795,0.0002147376,0.0003708612,0.0002432618,0.0002052217],"domain_scores_gemma":[0.9967287,0.0003905194,0.00163516,0.0002590697,0.0005307483,0.0004557971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000201106,0.00004346617,0.9973943,0.00003080662,0.0001666019,0.00005609844,0.0002479668,0.00003580569,0.0001590275,0.00001951884,0.000211567,0.001433664],"study_design_scores_gemma":[0.000006340362,0.00004659393,0.9991763,0.00001124125,0.00002506457,0.0001191747,0.0002775608,0.00005101394,0.0000693049,0.000006122272,0.0002067281,0.000004453801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974656,0.0003959301,0.00007749925,0.0001054557,0.00001740222,0.00001262211,0.001574506,0.000005392972,0.0003457053],"genre_scores_gemma":[0.9965371,0.0002269511,0.0001237313,0.0001148379,0.00002075657,0.00002224423,0.002776899,0.000004700966,0.0001726836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01257836,"threshold_uncertainty_score":0.02501029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06804552000324741,"score_gpt":0.3111592283407488,"score_spread":0.2431137083375013,"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."}}