{"id":"W4409140283","doi":"10.14745/ccdr.v51i04a03","title":"Antimicrobial susceptibilities of Neisseria gonorrhoeae in Canada, 2022","year":2025,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Saskatchewan Disease Control Laboratory; Dr. Georges-L.-Dumont University Hospital Centre; Provincial Laboratory of Public Health; Public Health Ontario; BC Centre for Disease Control; Ste. Anne's Hospital; Public Health Agency of Canada","funders":"","keywords":"Neisseria gonorrhoeae; Antimicrobial; Microbiology; Medicine; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0003926295,0.0003823012,0.000272362,0.001100589,0.001459372,0.0007263899,0.000601458,0.0003365305,0.001259734],"category_scores_gemma":[0.001263657,0.0002617337,0.0002917595,0.001987003,0.0003540859,0.0001519616,0.0004264047,0.0004501637,0.0001824795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01844733,"about_ca_system_score_gemma":0.02154068,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.990689,"about_ca_topic_score_gemma":0.9950896,"domain_scores_codex":[0.9990465,0.00003244573,0.00004278578,0.0001048096,0.0005226034,0.0002508638],"domain_scores_gemma":[0.9985881,0.00003874807,0.0001358446,0.00001868844,0.0009092147,0.000309299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003752068,0.00008352472,0.9742298,0.0001438406,0.00008276865,0.0003489957,0.001177037,0.0003750626,0.003697237,0.000128449,0.004636341,0.01472186],"study_design_scores_gemma":[0.00001084011,0.00007613215,0.9942725,0.00003836728,0.00002249702,0.0002070517,0.0008844991,0.0002309663,0.0005697602,0.00001312152,0.003664209,0.00001013034],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806038,0.002615478,0.0001557735,0.0004087193,0.00003033559,0.00008710505,0.01122416,0.00002345823,0.00485125],"genre_scores_gemma":[0.9912907,0.001210568,0.0003692964,0.0003429661,0.000008998149,0.0000210485,0.004577799,0.00001035081,0.002168323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01844733,"threshold_uncertainty_score":0.1338454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007651754051791008,"score_gpt":0.2467215453333839,"score_spread":0.2390697912815929,"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."}}