{"id":"W4404190022","doi":"10.2807/1560-7917.es.2024.29.45.2400099","title":"Viral hepatitis knowledge and vaccination awareness among men who have sex with men (MSM) in 43 countries of the WHO European Region: results from the European MSM Internet Survey, EMIS-2017","year":2024,"lang":"en","type":"article","venue":"Eurosurveillance","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Robert Koch Institut; Universitätsspital Zürich; Centre Hospitalier Universitaire Vaudois; European Centre for Disease Prevention and Control; Bundesamt für Gesundheit; World Health Organization; European Commission; University of Cyprus; 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; University of Windsor; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Men who have sex with men; The Internet; European region; Medicine; Vaccination; Virology; Demography; Environmental health; Geography; Computer science; World Wide Web; Human immunodeficiency virus (HIV); Sociology","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":[0.003670848,0.0002026835,0.0002731672,0.00004878199,0.0003234027,0.0003476106,0.0006339348,0.00004633577,0.00001409822],"category_scores_gemma":[0.0005494966,0.0001308049,0.00004527398,0.000339232,0.0001260034,0.0003071882,0.0002247751,0.0002457007,0.00001426966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007859444,"about_ca_system_score_gemma":0.0001215235,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0164064,"about_ca_topic_score_gemma":0.1244818,"domain_scores_codex":[0.994589,0.003905833,0.0004169598,0.0004927499,0.0003224684,0.0002729357],"domain_scores_gemma":[0.9982314,0.0008802903,0.0002187665,0.00045476,0.0001579434,0.00005684192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004836117,0.00001332078,0.9178596,0.00002135933,0.00002170762,0.00005552986,0.02864457,0.00001129554,0.000005617993,0.0001925321,0.05131178,0.00181431],"study_design_scores_gemma":[0.0005272356,0.00004652703,0.9715992,0.0002857757,0.00000874209,0.000002305645,0.0005122272,0.0007746082,0.00004706337,0.00005533166,0.02596284,0.0001780965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8284944,0.001686811,0.00008468981,0.001075659,0.0001629805,0.0003210253,0.0001825851,0.00006069759,0.1679311],"genre_scores_gemma":[0.9809049,0.001398146,0.000002318848,0.00006433612,0.0003665658,0.000004149891,0.00003064332,0.00003689553,0.01719208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1524104,"threshold_uncertainty_score":0.9901434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01939511472584026,"score_gpt":0.2655172500863077,"score_spread":0.2461221353604675,"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."}}