{"id":"W3082733644","doi":"10.1016/j.vaccine.2020.08.052","title":"Systematic review of Group B Streptococcal capsular types, sequence types and surface proteins as potential vaccine candidates","year":2020,"lang":"en","type":"review","venue":"Vaccine","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":123,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Rosetrees Trust; Imperial College London; GBS/CIDP Foundation International; London School of Hygiene and Tropical Medicine; Imperial Oil Limited; Bill and Melinda Gates Foundation","keywords":"Group A; Sequence (biology); Microbiology; Streptococcaceae; Group B; STREPTOCOCCAL INFECTIONS; Group (periodic table); Biology; Streptococcus agalactiae; Virology; Medicine; Streptococcus; Genetics; Chemistry; Bacteria; Antibiotics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000258651,0.0004618251,0.00342773,0.00009867649,0.00005141798,0.00001939726,0.0001701891,0.0001787403,0.0003357248],"category_scores_gemma":[0.0003007284,0.0003004232,0.0003428556,0.0004045494,0.00001215873,0.00007444571,0.0001507761,0.000384085,0.0001561578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008020551,"about_ca_system_score_gemma":0.0002197044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004586205,"about_ca_topic_score_gemma":0.00002053705,"domain_scores_codex":[0.9978036,0.0001514257,0.001094255,0.0004471272,0.0002706566,0.0002329073],"domain_scores_gemma":[0.9984823,0.0000530643,0.000601184,0.000471501,0.0001592037,0.0002327278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00002148811,0.00006000362,0.000007630471,0.991061,0.0005065399,0.0002356365,0.000006800744,1.467147e-7,0.0001478993,0.0001387146,0.0003926845,0.007421436],"study_design_scores_gemma":[0.0004679511,0.0005006545,0.000004230079,0.7551084,0.007799962,0.002034225,0.000003480278,0.00001239952,0.00005401162,0.0000272588,0.2337016,0.0002858162],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001003389,0.9942551,0.00002940098,0.0002403906,0.0001437671,0.004884569,0.0001802845,0.00007506277,0.00009104194],"genre_scores_gemma":[0.0001551886,0.9978772,0.0002001662,0.0001491746,0.0001671855,0.0001820524,0.000349039,0.00006120525,0.0008588218],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2359526,"threshold_uncertainty_score":0.9999448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01667871040561274,"score_gpt":0.3026452232273994,"score_spread":0.2859665128217866,"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."}}