{"id":"W3165162115","doi":"10.1097/olq.0000000000001486","title":"Community-Based Prevalence Estimates of Chlamydia trachomatis and Neisseria gonorrhoeae Infections Among Gay, Bisexual, and Other Men Who Have Sex With Men in Montréal, Canada","year":2021,"lang":"en","type":"article","venue":"Sexually Transmitted Diseases","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Espace pour la vie; Public Health Ontario; Centre Hospitalier de l’Université de Montréal; Université de Montréal; University of Victoria; AIDS Vancouver; Hôpital Maisonneuve-Rosemont; Toronto Metropolitan University; University of Toronto; Institut National de Santé Publique du Québec; Community Based Research Centre; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; McGill University Health Centre","funders":"","keywords":"Medicine; Chlamydia trachomatis; Neisseria gonorrhoeae; Genitourinary system; Chlamydia; Men who have sex with men; Asymptomatic; Gynecology; Sexually transmitted disease; Internal medicine; Demography; Syphilis; Virology; Immunology; Biology; Human immunodeficiency virus (HIV)","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001038973,0.0006264634,0.0004171561,0.003198876,0.002318925,0.001076496,0.001773679,0.0003607993,0.002783007],"category_scores_gemma":[0.00268813,0.0004291892,0.0007469192,0.004595678,0.0007183624,0.0003743482,0.001116843,0.0005341789,0.0002585955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03253227,"about_ca_system_score_gemma":0.0309162,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9972308,"about_ca_topic_score_gemma":0.9979491,"domain_scores_codex":[0.9987763,0.0001186168,0.00007151612,0.0001893971,0.0004952703,0.0003488813],"domain_scores_gemma":[0.9972486,0.0001103017,0.0004921101,0.00004722993,0.001529248,0.000572371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002902478,0.00002804234,0.9901925,0.0001142548,0.0001129721,0.00005870915,0.0005623679,0.0002749417,0.0001630329,0.00009841877,0.002676662,0.005689028],"study_design_scores_gemma":[0.000007303187,0.00002440707,0.9977065,0.00006241332,0.00003377971,0.00004350749,0.0007969059,0.0003736145,0.00005285308,0.00001613483,0.0008693104,0.00001325519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9654219,0.003448345,0.0007138939,0.0007704199,0.00003836558,0.0003899955,0.02482408,0.00007430613,0.004318809],"genre_scores_gemma":[0.9920356,0.001488908,0.0008828076,0.0001521307,0.00001565063,0.00008227761,0.00417958,0.000008582104,0.001154525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03253227,"threshold_uncertainty_score":0.2360392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01648171792078518,"score_gpt":0.2735837809868876,"score_spread":0.2571020630661024,"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."}}