{"id":"W4413138420","doi":"10.1097/olq.0000000000002199","title":"Prevalence, Treatment, and Follow-Up for Lymphogranuloma Venereum Serovars of Chlamydia trachomatis Among Gay, Bisexual, and Other Men Who Have Sex With Men Attending Sexually Transmitted Infection Clinics in Alberta, Canada, 2018 to 2022","year":2025,"lang":"en","type":"article","venue":"Sexually Transmitted Diseases","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Provincial Laboratory of Public Health; Public Health Agency of Canada; University of Calgary; University of Alberta; Alberta Health Services","funders":"","keywords":"Lymphogranuloma venereum; Medicine; Men who have sex with men; Chlamydia trachomatis; Chlamydia; Doxycycline; Internal medicine; Azithromycin; Outbreak; Gynecology; Syphilis; Virology; Antibiotics; Immunology; Microbiology; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003303775,0.000504197,0.0007819555,0.0006803927,0.0003138184,0.00005145115,0.0002006108,0.0002738615,0.00008096138],"category_scores_gemma":[0.0001461264,0.0004477099,0.00008632682,0.0006820759,0.0004483014,0.000265775,0.00003167168,0.0002274256,0.000001707369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000257448,"about_ca_system_score_gemma":0.0008800815,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3037927,"about_ca_topic_score_gemma":0.4587544,"domain_scores_codex":[0.9970264,0.0003981873,0.0007052436,0.001053673,0.0001373713,0.0006790565],"domain_scores_gemma":[0.9979963,0.001007571,0.0001664495,0.0005150565,0.0001687333,0.0001459032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002259132,0.0007525964,0.9567961,0.0007412275,0.001381562,0.000006374707,0.001951146,0.0001130389,0.00742452,0.00008168494,0.001912883,0.02657977],"study_design_scores_gemma":[0.008398286,0.001412568,0.979645,0.000226692,0.0005915653,0.00001855703,0.001301753,0.0002682614,0.004212652,0.00008593904,0.003350189,0.0004885035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992412,0.001931231,0.0006794698,0.000256147,0.0001331624,0.002557904,0.001071595,0.00005662961,0.0009018858],"genre_scores_gemma":[0.981746,0.0004049231,0.00005331421,0.000103691,0.0000277309,0.000772635,0.0001635221,0.00006672154,0.01666152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1549617,"threshold_uncertainty_score":0.9997975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01658936998315044,"score_gpt":0.2985382745084572,"score_spread":0.2819489045253067,"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."}}