{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002090567,0.0002692648,0.0004245077,0.0001956104,0.000328853,0.0000435614,0.0001428626,0.0001247543,0.0001783378],"category_scores_gemma":[0.0001801327,0.0002438526,0.00002700658,0.0003576147,0.0006693633,0.0002028357,0.00004027321,0.0004763267,0.000001390743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000676505,"about_ca_system_score_gemma":0.0006855438,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4212508,"about_ca_topic_score_gemma":0.4627223,"domain_scores_codex":[0.9980884,0.0007287941,0.0003435193,0.0004245696,0.00005834049,0.0003563305],"domain_scores_gemma":[0.9984282,0.0007165076,0.00009665808,0.0005024602,0.0001674896,0.00008867751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000201654,0.000776903,0.9738436,0.0006243516,0.0003395078,0.00001129983,0.001015404,0.0005121737,0.01966883,0.00002192066,0.0007299868,0.002254396],"study_design_scores_gemma":[0.001909645,0.0003083297,0.9830384,0.0001548278,0.0001716008,0.00004959901,0.002699813,0.0004890928,0.01036871,0.00006107655,0.0004715571,0.0002773687],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907735,0.006611503,0.000246425,0.0001875503,0.00001944956,0.0005198096,0.0004994852,0.00005094921,0.001091322],"genre_scores_gemma":[0.998482,0.0002043141,0.00005979715,0.00005977059,0.000007391084,0.0001314651,0.0001310824,0.000035156,0.0008889831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04147151,"threshold_uncertainty_score":0.9944019,"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."}}