{"id":"W4310568592","doi":"10.7883/yoken.jjid.2022.484","title":"Molecular Epidemiology of Penicillinase-Producing <i>Neisseria gonorrhoeae</i> Isolates and Their <i>bla</i><sub>TEM-135</sub> Gene Variant in Bangkok, Thailand, 2015–2017","year":2022,"lang":"en","type":"article","venue":"Japanese Journal of Infectious Diseases","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Faculty of Medicine Siriraj Hospital, Mahidol University; Royal Golden Jubilee (RGJ) Ph.D. Programme; Thailand Research Fund","keywords":"Neisseria gonorrhoeae; Plasmid; Microbiology; Beta-lactamase; Biology; Molecular epidemiology; Cephalosporin; Ceftriaxone; Spectinomycin; Penicillin; Genotype; Virology; Gene; Genetics; Antibiotics; Escherichia coli","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":[0.0002424854,0.000263287,0.0001412447,0.001238085,0.0002513677,0.0004877513,0.0002510269,0.0002738253,0.0007985507],"category_scores_gemma":[0.000587169,0.0002454345,0.0002375571,0.0009677593,0.0005494551,0.0003795327,0.0003024467,0.0002351726,0.0001122954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005588662,"about_ca_system_score_gemma":0.0005762953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02518039,"about_ca_topic_score_gemma":0.02848403,"domain_scores_codex":[0.9996647,0.00004796424,0.00006659137,0.00009552766,0.00006120613,0.00006399659],"domain_scores_gemma":[0.9991032,0.00007286041,0.0004870398,0.00002726185,0.0001153405,0.000194384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001197447,0.00001760394,0.9934263,0.00004028841,0.00002737328,0.0002426891,0.0002245792,0.00008958267,0.00313161,0.00002211384,0.0000945249,0.002563603],"study_design_scores_gemma":[0.000002451542,0.00006182052,0.9982291,0.00001786256,0.00001340852,0.0005407107,0.0005413322,0.000105537,0.0003311184,0.000008959631,0.0001434688,0.00000425564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991692,0.0002169168,0.00004526562,0.00001527059,0.000002476205,0.000008668931,0.0003308713,0.000002344784,0.0002088907],"genre_scores_gemma":[0.9991497,0.0002913738,0.0000685176,0.00001111022,0.000003464313,0.000005938738,0.0003655249,7.97048e-7,0.0001036396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02518039,"threshold_uncertainty_score":0.05006766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01482502992838689,"score_gpt":0.2650110269220796,"score_spread":0.2501859969936926,"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."}}