{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006080015,0.0003518776,0.0002839556,0.0006604956,0.001046864,0.00106523,0.000712825,0.0004267457,0.003722236],"category_scores_gemma":[0.002657505,0.0003543516,0.0007057025,0.001222551,0.0004599372,0.0004208176,0.00107626,0.0009610627,0.0002327212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003557151,"about_ca_system_score_gemma":0.007371019,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7927025,"about_ca_topic_score_gemma":0.8742791,"domain_scores_codex":[0.9995371,0.00009359955,0.00002632717,0.0000765314,0.0001034433,0.0001630819],"domain_scores_gemma":[0.9990382,0.0001385953,0.0003151349,0.00007274348,0.0001513283,0.000283932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001538138,0.0000298548,0.9983562,0.00001159642,0.00003590354,0.00001441424,0.0001637401,0.00005746284,0.00002342001,0.00004045619,0.00007969492,0.001171727],"study_design_scores_gemma":[0.000003433872,0.00003589531,0.9989385,0.00002799902,0.00004154646,0.00003654067,0.0003718369,0.0002419351,0.00002864805,0.00003105724,0.0002399617,0.000002606795],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973363,0.0005482499,0.00008425624,0.0002215563,0.000006275731,0.00002802448,0.001006196,0.000005277936,0.0007637815],"genre_scores_gemma":[0.9979656,0.0004416132,0.0001618277,0.00005720393,0.00000695209,0.00001807577,0.0005938351,0.00000169188,0.0007533171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7927025,"threshold_uncertainty_score":0.4170366,"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."}}