{"id":"W4391614671","doi":"10.1093/infdis/jiae033","title":"Characteristics of the Sexual Networks of Men Who Have Sex With Men in Montréal, Toronto, and Vancouver: Insights from Canada's 2022 Mpox Outbreak","year":2024,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"Poxvirus research and outbreaks","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Simon Fraser University; BC Centre for Disease Control; University of British Columbia; University of Guelph; Public Health Ontario; Toronto Metropolitan University; University of Toronto; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; McGill University Health Centre; McGill University","funders":"Canadian Institutes of Health Research; Ontario HIV Treatment Network; Canada Research Chairs; McGill University","keywords":"Demography; Pandemic; Outbreak; Cohort; Coronavirus disease 2019 (COVID-19); Geography; Cumulative incidence; Sexual transmission; Medicine; Human immunodeficiency virus (HIV); Sociology; Virology; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000776063,0.0003885316,0.000404146,0.001567516,0.003334079,0.001698232,0.001298224,0.0005729416,0.002523426],"category_scores_gemma":[0.003256329,0.0003877006,0.0005199961,0.003842078,0.001014041,0.000497364,0.001790942,0.000911395,0.0002115265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0245386,"about_ca_system_score_gemma":0.02103431,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9957302,"about_ca_topic_score_gemma":0.9975931,"domain_scores_codex":[0.9991048,0.00015294,0.00004359207,0.000123442,0.0001957006,0.0003794697],"domain_scores_gemma":[0.9977849,0.0002052792,0.0004718592,0.00008644846,0.0007771167,0.0006744254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004896165,0.00002173429,0.9868585,0.00005121966,0.00004928034,0.0001425639,0.005402357,0.0002881027,0.0001146847,0.0002499383,0.00178136,0.004991327],"study_design_scores_gemma":[0.000004231651,0.00001722679,0.9886596,0.00006998995,0.00001901003,0.00008961288,0.009235089,0.0005599516,0.0000294169,0.00005144784,0.001247799,0.00001665997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905007,0.0009881874,0.0001951353,0.0006234775,0.00001016378,0.00006982586,0.005463591,0.000006838998,0.002142064],"genre_scores_gemma":[0.9956716,0.0007503222,0.0002132801,0.0001736508,0.000007159221,0.0000270732,0.00236087,0.000006062773,0.000790034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0245386,"threshold_uncertainty_score":0.1780409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003353146121092405,"score_gpt":0.2018218385935083,"score_spread":0.1984686924724159,"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."}}