{"id":"W2003405309","doi":"10.1016/j.diagmicrobio.2015.01.002","title":"Distribution of emm types among group A Streptococcus isolates from children in Korea","year":2015,"lang":"en","type":"article","venue":"Diagnostic Microbiology and Infectious Disease","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Seoul National University Hospital; Seoul National University Bundang Hospital; Nunavut General Monitoring Plan","keywords":"Streptococcaceae; Streptococcus; Microbiology; Biology; Group (periodic table); Group A; Distribution (mathematics); Genetics; Medicine; Bacteria; Chemistry; Internal medicine; Antibiotics; Mathematics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0002664106,0.0005061277,0.0002991323,0.00193709,0.0004851813,0.0005261239,0.0003623414,0.000380873,0.001204246],"category_scores_gemma":[0.0007568726,0.0003722785,0.000451664,0.001448282,0.0004206093,0.000474384,0.0005550626,0.0003409229,0.000189567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004193948,"about_ca_system_score_gemma":0.0005446463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005815906,"about_ca_topic_score_gemma":0.008336389,"domain_scores_codex":[0.999373,0.00007655547,0.0001546155,0.0001436705,0.00008649841,0.000165636],"domain_scores_gemma":[0.9993131,0.00008875182,0.0002635225,0.00003086544,0.0001436719,0.0001600869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001587919,0.00004477717,0.9860271,0.00004534934,0.00002887455,0.0008698853,0.0007052568,0.00003868753,0.00857342,0.00004480797,0.0001070197,0.003356081],"study_design_scores_gemma":[0.000004971289,0.0001483283,0.9923389,0.00001972258,0.0000324844,0.002466119,0.003249085,0.00007695642,0.001138493,0.00001897357,0.0004975551,0.000008379372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994408,0.00008060609,0.00004840885,0.00001279804,0.00000259508,0.00000784474,0.0001902393,0.000001866238,0.0002148647],"genre_scores_gemma":[0.9992278,0.0001307346,0.0001676194,0.00003348806,0.000003353829,0.000008581225,0.0002699497,0.000002395313,0.0001561311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005815906,"threshold_uncertainty_score":0.01156408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007697631824438918,"score_gpt":0.2381316492824163,"score_spread":0.2304340174579774,"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."}}