{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003486206,0.0001720371,0.0003062282,0.0008138012,0.0003099961,0.0004532559,0.0001689534,0.000203866,0.0002559425],"category_scores_gemma":[0.0005388868,0.0001741616,0.0003086616,0.000567914,0.000241056,0.0001804103,0.0002799645,0.0001537514,0.00007933306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006273121,"about_ca_system_score_gemma":0.0007151701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01892214,"about_ca_topic_score_gemma":0.0223365,"domain_scores_codex":[0.9996412,0.00004562718,0.00005353862,0.00008682315,0.0001171448,0.00005569212],"domain_scores_gemma":[0.9996939,0.00003559772,0.0001219517,0.00001622718,0.00009861819,0.00003377545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002399055,0.00005080424,0.9541063,0.0001336975,0.00009160808,0.00075721,0.001136866,0.0002231829,0.03087686,0.00004420323,0.000151453,0.01218796],"study_design_scores_gemma":[0.000003061469,0.0001397973,0.9940426,0.00001637671,0.00003413624,0.000922608,0.0007826414,0.0001070581,0.003179674,0.00001063108,0.0007560232,0.000005342602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988741,0.0004670283,0.00009244525,0.00001685796,0.000004649784,0.0000070269,0.000243972,0.000002456685,0.0002914933],"genre_scores_gemma":[0.9987099,0.0004487493,0.0001527683,0.00001447365,0.000005382604,0.000005529558,0.0004658871,0.000001285639,0.000196082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01892214,"threshold_uncertainty_score":0.037624,"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."}}