{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003846386,0.0002487127,0.0001944275,0.0007320968,0.0004193274,0.0003829094,0.0002478456,0.0002773516,0.00070796],"category_scores_gemma":[0.0004021228,0.0002099079,0.0002831889,0.0007510294,0.0003758456,0.000314021,0.0003813335,0.0002673964,0.00006089098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001058764,"about_ca_system_score_gemma":0.001698244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07635731,"about_ca_topic_score_gemma":0.0772616,"domain_scores_codex":[0.9998382,0.00001664262,0.00002143151,0.00004253175,0.00004585326,0.00003519015],"domain_scores_gemma":[0.9996299,0.00002460285,0.0001406443,0.00002413472,0.00008044423,0.0001003783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008377376,0.00002527917,0.9877819,0.00005494159,0.00003983303,0.0007499627,0.000428206,0.000127332,0.004525641,0.00004684378,0.0003072493,0.005829055],"study_design_scores_gemma":[0.000003798793,0.00002745608,0.9987603,0.000006186778,0.000007980741,0.000310799,0.0002281735,0.0001601824,0.0001413047,0.00001001675,0.0003397778,0.000003975239],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99899,0.0002246553,0.00009427843,0.0001208418,0.000006363026,0.00001395216,0.0002324414,0.000005820177,0.0003117688],"genre_scores_gemma":[0.9986758,0.0002963143,0.0001474326,0.00006469924,0.00001164893,0.000009646058,0.0005372871,0.000001392748,0.000255887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07635731,"threshold_uncertainty_score":0.1518257,"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."}}