{"id":"W2964297082","doi":"10.1371/journal.pone.0220339","title":"Resistance of Neisseria gonorrhoeae isolates to beta-lactam antibiotics (benzylpenicillin and ceftriaxone) in Russia, 2015–2017","year":2019,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Health of the Russian Federation; Russian Science Foundation","keywords":"MTRR; Neisseria gonorrhoeae; Microbiology; Penicillin; Benzylpenicillin; Biology; Ceftriaxone; Agar dilution; Plasmid; Beta-lactamase; Nalidixic acid; Spectinomycin; Lincosamides; Cephalosporin; Antibiotic resistance; Antibiotics; Genetics; Gene; Minimum inhibitory concentration; Genotype; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004799014,0.0001575554,0.000479586,0.0002983916,0.00006178611,0.00001694838,0.000211905,0.0001976182,0.0003703321],"category_scores_gemma":[0.000313552,0.0001514036,0.00004133348,0.0003303852,0.0001375202,0.0001519942,0.0001225808,0.00038255,0.001106431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005486197,"about_ca_system_score_gemma":0.00006608011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001801629,"about_ca_topic_score_gemma":0.0002214267,"domain_scores_codex":[0.9986178,0.0001714816,0.0003665455,0.0004527196,0.00002985562,0.000361655],"domain_scores_gemma":[0.9988371,0.0002327958,0.0001147212,0.0006245014,0.0001566111,0.0000343141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003891759,0.0009133698,0.1096992,0.0001245232,0.0002125989,4.195819e-7,0.0002227298,0.000006240441,0.8876395,0.0003879004,0.0002688899,0.0001354039],"study_design_scores_gemma":[0.001115156,0.0004211639,0.2586129,0.0002326823,0.0000480037,0.000004930067,0.0001030086,0.000006714886,0.7361971,0.0001272315,0.00291212,0.0002189414],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933631,0.002500298,0.000007985731,0.0008147496,0.0001249521,0.0007578035,0.00003512567,0.00002803477,0.002367951],"genre_scores_gemma":[0.9911206,0.0003901671,0.0005324397,0.00002060289,0.00002192572,0.000004923782,0.0000195675,0.0000204864,0.007869269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1514424,"threshold_uncertainty_score":0.9996713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03901060988707944,"score_gpt":0.2734698490540494,"score_spread":0.23445923916697,"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."}}