{"id":"W1958761863","doi":"10.1016/j.diagmicrobio.2015.06.018","title":"High prevalence of fluoroquinolone-nonsusceptible Streptococcus pyogenes emm12 in Taiwan","year":2015,"lang":"en","type":"article","venue":"Diagnostic Microbiology and Infectious Disease","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"E-Da Hospital; Ministry of Science and Technology, Taiwan","keywords":"Streptococcus pyogenes; Microbiology; Nonsynonymous substitution; Biology; Virology; Bacteria; Genetics; Gene; Staphylococcus aureus","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001002122,0.0001921091,0.0003387959,0.0001999342,0.00005091335,0.000007164255,0.0000464096,0.0001268505,0.0001909719],"category_scores_gemma":[0.0008363603,0.0001647114,0.0000741239,0.0002054132,0.0002900529,0.00006373327,0.00005888777,0.0001237618,0.00003730332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006982058,"about_ca_system_score_gemma":0.0001735106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001964327,"about_ca_topic_score_gemma":0.00006871137,"domain_scores_codex":[0.9989585,0.00008920642,0.0003037519,0.0003424746,0.00004340209,0.0002626759],"domain_scores_gemma":[0.9990327,0.0001929032,0.00009397452,0.0002639519,0.0001214466,0.000294976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001499712,0.001010353,0.9922035,0.0002010909,0.00008335134,0.0001040736,0.00009065928,0.00003700699,0.003842851,0.0003734143,0.0004244096,0.001479311],"study_design_scores_gemma":[0.004299715,0.001266104,0.988828,0.0002414797,0.0003139442,0.0001094721,0.00005927169,0.0000116183,0.003473728,0.0008032414,0.0004017123,0.0001917123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958286,0.002487835,0.0000271779,0.0001422075,0.0002270655,0.0008065134,0.0001607985,0.00005735168,0.0002624885],"genre_scores_gemma":[0.9990084,0.0003614577,0.00004405167,0.0001195997,0.00004889029,0.0001945792,0.0001005413,0.00001397167,0.0001085143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004149744,"threshold_uncertainty_score":0.6716734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01572692576570627,"score_gpt":0.2680962431180864,"score_spread":0.2523693173523801,"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."}}