{"id":"W4410588945","doi":"10.1503/cmaj.250128","title":"Doxycycline postexposure prophylaxis to prevent bacterial sexually transmitted infections","year":2025,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver","funders":"","keywords":"Doxycycline; Medicine; Pre-exposure prophylaxis; Intensive care medicine; Antibiotics; Immunology; Syphilis; Microbiology; Human immunodeficiency virus (HIV); Biology; Men who have sex with men","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0002948067,0.0001441137,0.000304496,0.0003578982,0.0003728575,0.0002279237,0.0002439273,0.0003121307,0.01019694],"category_scores_gemma":[0.0009046031,0.00005928951,0.0001578135,0.0002284679,0.0001116847,0.0001597617,0.0002343647,0.0006023627,0.001193676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003064998,"about_ca_system_score_gemma":0.0006420491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00265665,"about_ca_topic_score_gemma":0.009247654,"domain_scores_codex":[0.9997408,0.00006184185,0.00001981285,0.00002129173,0.00009707095,0.00005921888],"domain_scores_gemma":[0.9996656,0.00007956077,0.00006912933,0.00001866471,0.00008742651,0.0000795975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007606474,0.001667044,0.01391084,0.001314177,0.00006217493,0.000531272,0.0001371405,0.0001348624,0.008910158,0.001219142,0.04231561,0.9290369],"study_design_scores_gemma":[0.0009456014,0.01038014,0.3242344,0.00363463,0.0001904829,0.00818515,0.0003905326,0.001124719,0.0290967,0.001773611,0.6199979,0.00004609779],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4669161,0.2140336,0.009319974,0.02039843,0.003374337,0.001829884,0.003393677,0.001064668,0.2796694],"genre_scores_gemma":[0.9002902,0.04176471,0.006650851,0.005243924,0.0008516957,0.0002609715,0.0009159876,0.00003621499,0.04398544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01019694,"threshold_uncertainty_score":0.03411222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006256361896405999,"score_gpt":0.2594752676046309,"score_spread":0.2532189057082249,"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."}}