{"id":"W4206524176","doi":"10.1128/aac.01688-21","title":"Increasing Azithromycin Resistance in Neisseria gonorrhoeae Due to NG-MAST 12302 Clonal Spread in Canada, 2015 to 2018","year":2022,"lang":"en","type":"article","venue":"Antimicrobial Agents and Chemotherapy","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; BC Centre for Disease Control; Public Health Ontario; Public Health Agency of Canada; Toronto Public Health; Provincial Laboratory of Public Health; Institut National de Santé Publique du Québec","funders":"","keywords":"Neisseria gonorrhoeae; Gonorrhea; Azithromycin; Neisseriaceae; Antibiotic resistance; Multilocus sequence typing; Drug resistance; Molecular epidemiology; Antimicrobial","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004764447,0.0002076223,0.0003428088,0.0002854959,0.0002623983,0.00002840698,0.0002663473,0.00006757826,0.001246425],"category_scores_gemma":[0.00004482851,0.0002242386,0.00003529914,0.0006058572,0.00006170713,0.00008782949,0.0001760921,0.0004191079,0.00005225158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007963601,"about_ca_system_score_gemma":0.0005093798,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.567399,"about_ca_topic_score_gemma":0.7328182,"domain_scores_codex":[0.9981771,0.0003002769,0.0003359317,0.0005904572,0.00004494867,0.0005513432],"domain_scores_gemma":[0.9994456,0.00006816001,0.00006067253,0.0003206026,0.00004505564,0.0000599396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002323003,0.0005004473,0.2374525,0.00002801826,0.00009759147,0.00004556406,0.001717558,0.0002487582,0.5901518,0.00005359441,0.1635599,0.003821246],"study_design_scores_gemma":[0.001463681,0.0001209747,0.7182856,0.00004229703,0.000003570188,0.0001285566,0.0002742384,0.000001905147,0.01276445,0.00002662448,0.2666005,0.0002876718],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907622,0.0001680432,0.00001176961,0.007470346,0.0004588843,0.0005782949,0.0001081427,0.00001487791,0.0004273906],"genre_scores_gemma":[0.99415,0.00007093481,0.000191596,0.003722179,0.00004015485,0.00005623305,0.00004508869,0.000031409,0.00169235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5773874,"threshold_uncertainty_score":0.9996666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01238975438665968,"score_gpt":0.2636262977175381,"score_spread":0.2512365433308785,"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."}}