{"id":"W4412759809","doi":"10.1136/bmjph-2025-002661","title":"To whom should we prescribe doxy-PEP? A retrospective review of public health surveillance data for bacterial STI diagnoses among gay, bisexual, and other men who have sex with men in Ottawa, Canada","year":2025,"lang":"en","type":"review","venue":"BMJ Public Health","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Public Health; University of Ottawa","funders":"","keywords":"Men who have sex with men; Medical diagnosis; Public health; Medicine; Family medicine; Gerontology; Syphilis; Human immunodeficiency virus (HIV); Nursing","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":[0.003057923,0.0003779251,0.0007774682,0.004414095,0.001687192,0.001637981,0.002074979,0.0005750829,0.00105808],"category_scores_gemma":[0.01408085,0.0007377139,0.0008875001,0.01377445,0.001107694,0.0005677433,0.0008654481,0.0006648286,0.0001787264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02817324,"about_ca_system_score_gemma":0.05394023,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9776185,"about_ca_topic_score_gemma":0.9866081,"domain_scores_codex":[0.9925672,0.0008537784,0.001896412,0.0009189256,0.002769594,0.0009941865],"domain_scores_gemma":[0.9736794,0.003402891,0.01052018,0.0006838932,0.009839722,0.00187398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007475445,0.00001183569,0.9897295,0.0009293928,0.0001373128,0.0002100885,0.000707296,0.00006173283,0.00005753759,0.00004435323,0.001909247,0.006126907],"study_design_scores_gemma":[0.000008317647,0.00002312316,0.9945761,0.0007571489,0.0001314608,0.0001968181,0.001828679,0.0001159033,0.00005983489,0.000006592734,0.002281848,0.00001404739],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8682367,0.07196291,0.0003044716,0.002409716,0.0001046077,0.0007238745,0.05059312,0.0000365109,0.005627973],"genre_scores_gemma":[0.9728485,0.01921673,0.0004257522,0.0007428359,0.00003571115,0.0001260369,0.006142105,0.00001132354,0.000451014],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02817324,"threshold_uncertainty_score":0.2044122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2166648907055794,"score_gpt":0.4506222452939832,"score_spread":0.2339573545884038,"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."}}