{"id":"W1657621937","doi":"10.1128/jcm.01128-15","title":"Emergence of Serotype IV Group B Streptococcus Adult Invasive Disease in Manitoba and Saskatchewan, Canada, Is Driven by Clonal Sequence Type 459 Strains","year":2015,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; Mount Sinai Hospital; Saskatchewan Disease Control Laboratory; Manitoba Health; University of Toronto; Public Health Ontario","funders":"Wellcome Trust","keywords":"Serotype; Biology; Multilocus sequence typing; Tetracycline; Lincosamides; Erythromycin; Virology; Typing; Microbiology; Antibiotic resistance; Streptococcus; Clindamycin; Streptococcus agalactiae; Population; Genotype; Genetics; Antibiotics; Gene; Medicine; Bacteria","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":[],"consensus_categories":[],"category_scores_codex":[0.0002914685,0.0001172704,0.0005080516,0.00005549872,0.00001626347,0.000003364743,0.0001157114,0.0001196666,0.0001197271],"category_scores_gemma":[0.0005757671,0.00008899345,0.00009087434,0.0001027944,0.0002137281,0.00006484301,0.00005776494,0.0004234985,0.000003863231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004593725,"about_ca_system_score_gemma":0.001531175,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04162358,"about_ca_topic_score_gemma":0.371701,"domain_scores_codex":[0.9984939,0.0001214539,0.0009593471,0.0001672385,0.00008535927,0.000172735],"domain_scores_gemma":[0.9983455,0.0001699444,0.0004688647,0.0001130341,0.0005088372,0.0003938036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00104428,0.0003121431,0.8824605,0.00007866389,0.0001351788,0.0003295888,0.0001133955,0.000007959923,0.08385921,0.00002910513,0.02984553,0.001784478],"study_design_scores_gemma":[0.008712936,0.006851967,0.9547133,0.0009266215,0.0003740658,0.001226985,0.002303968,0.00006104654,0.007085476,0.001476817,0.01579074,0.0004760608],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969178,0.0003846516,0.00001529991,0.001670503,0.0005920183,0.0001489103,0.0002374538,0.000002845529,0.00003049843],"genre_scores_gemma":[0.9975588,0.0002910365,0.0002673315,0.001544228,0.0001649616,0.000001541955,0.00002526166,0.000007871162,0.000138908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3300774,"threshold_uncertainty_score":0.9647583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05607710142555946,"score_gpt":0.3407860223068713,"score_spread":0.2847089208813119,"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."}}