{"id":"W4239704361","doi":"10.2139/ssrn.3532518","title":"&lt;i&gt;Neisseria gonorrhoeae&lt;/i&gt; Isolates in Shanghai Exhibited Reduced Susceptibility to Extended-Spectrum Cephalosporins and Clonal Expansion","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Neisseria gonorrhoeae; Cephalosporin; Microbiology; Biology; Physics; Antibiotics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001579847,0.0004142362,0.0003774948,0.0005869279,0.0004297641,0.0003576609,0.000117026,0.0001699852,0.00179504],"category_scores_gemma":[0.0002669516,0.0001903286,0.000177728,0.000702163,0.0002350042,0.0001148326,0.0001870046,0.000210218,0.0002785507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003387392,"about_ca_system_score_gemma":0.0005728042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0617537,"about_ca_topic_score_gemma":0.08393538,"domain_scores_codex":[0.9998883,0.00001424541,0.00001351264,0.00002811873,0.00001972403,0.0000361724],"domain_scores_gemma":[0.999728,0.00002541888,0.00007183389,0.00002382887,0.00009473929,0.00005605056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001189535,0.0001557449,0.4046175,0.0002230847,0.00009041063,0.003777831,0.001721604,0.0006298724,0.5687915,0.000233627,0.001022786,0.01754649],"study_design_scores_gemma":[0.00002443695,0.0005818978,0.9432294,0.000009846058,0.00007760531,0.001452387,0.001415467,0.0004623666,0.0504409,0.00003586485,0.002250107,0.00001988348],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977442,0.00008514158,0.000231449,0.00002141589,0.00001054859,0.00001458945,0.0005433111,0.000018693,0.001330532],"genre_scores_gemma":[0.9966707,0.00006544502,0.0003120311,0.00003042777,0.000003906046,0.000006264804,0.0007423576,0.000008130953,0.002160834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0617537,"threshold_uncertainty_score":0.1227885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009405526098614685,"score_gpt":0.2338393526045387,"score_spread":0.224433826505924,"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."}}