{"id":"W4390096980","doi":"10.14745/ccdr.v49i1112a03","title":"Mycoplasma genitalium infection among gay, bisexual and other men who have sex with men in Montréal, Canada","year":2023,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de Santé Publique du Québec; University of British Columbia; Public Health Agency of Canada; Centre Hospitalier de l’Université de Montréal; 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; AIDS Vancouver; Hôpital Maisonneuve-Rosemont; Université de Montréal","funders":"Canadian Institutes of Health Research; Ministère de la Santé et des Services sociaux; Ministère de la Santé; Ontario HIV Treatment Network; Public Health Agency; Public Health Agency of Canada","keywords":"Mycoplasma genitalium; Men who have sex with men; Medicine; Demography; Population; Cohort; Gynecology; Internal medicine; Virology; Chlamydia trachomatis; Environmental health; Syphilis; Human immunodeficiency virus (HIV)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0003552784,0.0003207888,0.0002606008,0.0009363448,0.002537003,0.0009442924,0.0009631971,0.0003740986,0.003499515],"category_scores_gemma":[0.001072679,0.0003652011,0.0003224826,0.001765047,0.0005628169,0.0003089454,0.0007139124,0.0005054385,0.0002234909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.012955,"about_ca_system_score_gemma":0.01551017,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9925337,"about_ca_topic_score_gemma":0.9957107,"domain_scores_codex":[0.9995251,0.00004453302,0.00001982481,0.00007179398,0.0001558033,0.0001829854],"domain_scores_gemma":[0.999278,0.00004056289,0.0001465987,0.000018209,0.0002436579,0.0002729872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000322876,0.00002856818,0.9943615,0.00003579625,0.00002776968,0.0001183761,0.0007803369,0.00004889246,0.0001622174,0.00005097231,0.001312825,0.003040489],"study_design_scores_gemma":[0.000006060518,0.00002991541,0.9977239,0.00003561241,0.00001287274,0.00008052504,0.001246362,0.0001048955,0.00003561346,0.00001064058,0.0007066627,0.000006920259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906351,0.001195852,0.00008634244,0.0004201224,0.00001887907,0.0001043262,0.004871655,0.00001339904,0.002654208],"genre_scores_gemma":[0.9973581,0.0005327853,0.0001283439,0.0001317183,0.000008862528,0.00001827363,0.0007264612,0.000002981806,0.001092292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.012955,"threshold_uncertainty_score":0.09399557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02292691085041092,"score_gpt":0.2748185688741767,"score_spread":0.2518916580237657,"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."}}