{"id":"W4405195784","doi":"10.1080/22221751.2024.2440489","title":"Emerging epidemic of the Africa-type plasmid in penicillinase-producing <i>Neisseria gonorrhoeae</i> in Guangdong, China, 2013–2022","year":2024,"lang":"en","type":"article","venue":"Emerging Microbes & Infections","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Guangzhou Municipal Science and Technology Project; National Natural Science Foundation of China","keywords":"Neisseria gonorrhoeae; Plasmid; Cephalosporin; Microbiology; Biology; Genotyping; Multilocus sequence typing; Penicillin; Virology; Molecular epidemiology; Genotype; Antibiotics; Genetics; Gene","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001561088,0.0003120032,0.0004234565,0.001204318,0.0003915052,0.00004197383,0.0004140195,0.0002330821,0.00107486],"category_scores_gemma":[0.0008345201,0.0002744148,0.0002425073,0.003491417,0.0003076885,0.0003431313,0.000299455,0.001655263,0.000453248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003334111,"about_ca_system_score_gemma":0.0002708244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005469393,"about_ca_topic_score_gemma":0.002747052,"domain_scores_codex":[0.9969608,0.0006488455,0.0007913551,0.0008202249,0.000050852,0.0007278883],"domain_scores_gemma":[0.9984794,0.0003848365,0.000140209,0.0008449182,0.0001237157,0.00002689335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004552115,0.0003957202,0.06743106,0.000135381,0.0001647254,0.000003910091,0.00295235,0.007537526,0.9063541,0.0005770809,0.01215621,0.002246435],"study_design_scores_gemma":[0.001405407,0.0003756252,0.161497,0.001372708,0.000160276,0.0006737773,0.001073386,0.0004626146,0.3660138,0.001759437,0.4641428,0.001063101],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743582,0.01558167,0.00008698033,0.002304311,0.004808929,0.0005684767,0.00002779289,0.0001686513,0.002094973],"genre_scores_gemma":[0.9947445,0.001057733,0.00004324938,0.00001997352,0.0001011754,0.00009978988,0.00003127574,0.00005814923,0.003844103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5403403,"threshold_uncertainty_score":0.9999708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01491302845320778,"score_gpt":0.2897232562794188,"score_spread":0.274810227826211,"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."}}