{"id":"W2126573110","doi":"10.1093/infdis/jis605","title":"Capsular Switching in Group B Streptococcus CC17 Hypervirulent Clone: A Future Challenge for Polysaccharide Vaccine Development","year":2012,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":144,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nautical Research Society","funders":"Institut Mérieux; Institut de Veille Sanitaire; Université Paris Descartes; Centre National de la Recherche Scientifique; Fondation pour la Recherche Médicale; Institut National de la Santé et de la Recherche Médicale; Agence Nationale de la Recherche","keywords":"Multilocus sequence typing; Virulence; Streptococcus agalactiae; Microbiology; Group B; Biology; Streptococcus; Population; Pathogen; Group A; Virulence factor; Typing; Cluster (spacecraft); clone (Java method); Virology; Medicine; Genetics; Genotype; Bacteria; Gene","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":[0.0004910916,0.0001938627,0.0002899916,0.0001983231,0.0001495258,0.0003697514,0.0002695103,0.000350086,0.001169887],"category_scores_gemma":[0.0006651499,0.00005995118,0.0001815129,0.0002218253,0.0002819491,0.0002437982,0.00015289,0.0002740146,0.0001691598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003550338,"about_ca_system_score_gemma":0.0004063135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001162308,"about_ca_topic_score_gemma":0.0007188696,"domain_scores_codex":[0.9998633,0.00004611912,0.00001146897,0.00001685551,0.00002270087,0.0000395962],"domain_scores_gemma":[0.9997216,0.0000737611,0.00004743559,0.0000422053,0.0000440454,0.00007093827],"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":[0.00146522,0.0003666939,0.3700036,0.0004019271,0.00008187255,0.00445923,0.0009022805,0.001220377,0.4693612,0.00204754,0.001583549,0.1481066],"study_design_scores_gemma":[0.000256613,0.004885415,0.7454261,0.000252765,0.0002441688,0.03367556,0.00398291,0.005046966,0.1669419,0.00281087,0.03640592,0.0000708518],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967157,0.001485546,0.0007331888,0.0004884003,0.000009248892,0.0000187606,0.00006856306,0.00001658778,0.0004640281],"genre_scores_gemma":[0.9960521,0.001155901,0.001826811,0.0001753614,0.00002396034,0.00002812066,0.0004197712,0.000007337309,0.0003107165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001169887,"threshold_uncertainty_score":0.003913701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01203685025669932,"score_gpt":0.2663374678105325,"score_spread":0.2543006175538332,"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."}}