{"id":"W4282947242","doi":"10.1136/sextrans-2021-055381","title":"Pre-exposure prophylaxis and bacterial sexually transmitted infections (STIs) among gay and bisexual men","year":2022,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Community Based Research Centre; McGill University; University of Victoria; Institut National de Santé Publique du Québec; AIDS Vancouver; St. Michael's Hospital; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; University of Toronto; Toronto Metropolitan University; Public Health Ontario","funders":"Canadian Institutes of Health Research; Canadian HIV Trials Network, Canadian Institutes of Health Research; Michael Smith Health Research BC; Public Health Agency; Public Health Agency of Canada; Ontario HIV Treatment Network; Canadian Foundation for AIDS Research","keywords":"Medicine; Men who have sex with men; Pre-exposure prophylaxis; Anal sex; Demography; Gynecology; Anal intercourse; Human immunodeficiency virus (HIV); Cohort; Homosexuality; Sex partners; Internal medicine; Syphilis; Family medicine; Condom","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006249009,0.0004997946,0.0006338781,0.0009644005,0.001793301,0.0001953855,0.0001846746,0.0002509168,0.00326037],"category_scores_gemma":[0.0002380119,0.0005001295,0.0002322545,0.001436148,0.0005915128,0.0005567322,0.0001288256,0.001587955,0.00002040769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001726096,"about_ca_system_score_gemma":0.0004611579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001281438,"about_ca_topic_score_gemma":0.001485725,"domain_scores_codex":[0.9961436,0.000598254,0.0008181836,0.0009053803,0.0007145233,0.0008200319],"domain_scores_gemma":[0.9980496,0.0002974222,0.0001313798,0.0005334529,0.0002745137,0.0007136465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003205893,0.01654655,0.5116025,0.002335344,0.005104671,0.00046537,0.02447703,0.0003122944,0.1994696,0.002248615,0.03310177,0.2011303],"study_design_scores_gemma":[0.01493408,0.07955567,0.803208,0.0002367681,0.001185913,0.002393441,0.00443177,0.003239486,0.0009825373,0.0005907942,0.08758928,0.001652264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842141,0.0004013247,0.004805973,0.0009177736,0.0003342491,0.002164531,0.0005998971,0.0005159252,0.006046208],"genre_scores_gemma":[0.9848462,0.0001978344,0.0002232325,0.0001039419,0.0003064369,0.001068682,0.0005087449,0.0001069109,0.01263798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2916054,"threshold_uncertainty_score":0.999745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01476015238648363,"score_gpt":0.2896194153505378,"score_spread":0.2748592629640541,"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."}}