{"id":"W2889092765","doi":"10.3201/eid2410.171711","title":"Genetic Diversity and Antimicrobial Drug Resistance of Serotype VI Group B <i>Streptococcus,</i> Canada","year":2018,"lang":"en","type":"letter","venue":"Emerging infectious diseases","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Public Health Agency of Canada","funders":"","keywords":"Serotype; Erythromycin; Penicillin; Clindamycin; Microbiology; Biology; Antibiotic resistance; Streptococcus; Drug resistance; Virology; Streptococcus pneumoniae; Population; Antimicrobial; Group A; Clade; Antibiotics; Medicine; Genetics; Gene; Bacteria; Phylogenetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00003225935,0.0003080681,0.000471506,0.0001343215,0.000504806,0.00001707649,0.000107276,0.0001452891,0.0001812412],"category_scores_gemma":[0.00003846098,0.0002981354,0.00014078,0.0001660453,0.0002093282,0.00006108121,0.00038963,0.000423478,0.000006768796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001619093,"about_ca_system_score_gemma":0.0002431779,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2483169,"about_ca_topic_score_gemma":0.1787679,"domain_scores_codex":[0.9986035,0.00005335373,0.0002840231,0.0004216738,0.0003203446,0.0003171563],"domain_scores_gemma":[0.9990687,0.00006217467,0.0002201074,0.0003316808,0.0001743652,0.000142921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000396178,0.00005428676,0.2301923,0.001183682,0.0001573435,0.0003380123,0.00004152346,0.000001399339,0.0001318756,0.000002573908,0.7677931,0.00006431091],"study_design_scores_gemma":[0.001103614,0.0001141321,0.1578932,0.0008706289,0.001053383,0.0001175078,0.000008260225,0.000003798721,0.0005404694,0.0001342967,0.8376318,0.0005289495],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9659557,0.0008674393,0.00003157862,0.02871089,0.00163594,0.0006624379,0.0006735458,0.0001782758,0.001284168],"genre_scores_gemma":[0.8689854,0.0003694539,0.00004440835,0.1197907,0.003207227,0.00003553684,0.0002759345,0.0000818391,0.007209445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09697031,"threshold_uncertainty_score":0.9999471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005526542545585923,"score_gpt":0.2049970944857912,"score_spread":0.1994705519402053,"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."}}