{"id":"W2067178107","doi":"10.1016/j.vaccine.2013.03.063","title":"Diversity of Canadian meningococcal serogroup B isolates and estimated coverage by an investigational meningococcal serogroup B vaccine (4CMenB)","year":2013,"lang":"en","type":"article","venue":"Vaccine","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":90,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Agency of Canada; University of Alberta; Izaak Walton Killam Health Centre; Dalhousie University; BC Children's Hospital; Stollery Children's Hospital; University of British Columbia","funders":"Sanofi Pasteur; Michael Smith Health Research BC","keywords":"Neisseria meningitidis; Meningococcal vaccine; Multilocus sequence typing; Virology; Bacterial adhesin; Neisseria; Typing; Neisseriaceae; Microbiology; Population; Antigen; Meningococcal disease; Medicine; Serotype; Biology; Immunology; Genotype; Escherichia coli; Genetics; Bacteria; Antibiotics","routes":{"ca_aff":true,"ca_fund":true,"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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002098533,0.0002798669,0.0004071208,0.000381548,0.0007660026,0.00004162624,0.0002015472,0.0003055926,0.002870189],"category_scores_gemma":[0.00005578676,0.0002551215,0.0000528709,0.0004232919,0.00003557823,0.0005138097,0.0002932345,0.0002476794,0.00008805372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005248676,"about_ca_system_score_gemma":0.00005938742,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1864364,"about_ca_topic_score_gemma":0.01951251,"domain_scores_codex":[0.9986125,0.0001438868,0.0003898394,0.0003832189,0.00002207247,0.0004485041],"domain_scores_gemma":[0.9991167,0.00009221239,0.0001566228,0.00025166,0.0001845521,0.0001982802],"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":[0.0000895878,0.0001305123,0.3663035,0.00001887853,0.000191031,6.488594e-7,0.0005053949,0.00001176758,0.620598,0.0002716264,0.01055181,0.001327171],"study_design_scores_gemma":[0.006200019,0.001217436,0.8965278,0.00006782256,0.000176277,0.0001602672,0.0002417719,0.0006741856,0.06712221,0.0006396867,0.02625064,0.0007219512],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975722,0.0004897239,0.00005451553,0.0008237846,0.0002972164,0.0003943512,0.0001496108,0.00009650534,0.0001220419],"genre_scores_gemma":[0.9983976,0.00009419043,0.0002172313,0.0001569286,0.00005231319,0.000020458,0.0007551326,0.00002297832,0.0002831307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5534759,"threshold_uncertainty_score":0.9999901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0160790130714001,"score_gpt":0.2234278612507322,"score_spread":0.2073488481793321,"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."}}