{"id":"W3009652969","doi":"10.1128/msphere.00883-19","title":"Culture-Confirmed Invasive Meningococcal Disease in Canada, 2010 to 2014: Characterization of Serogroup B <i>Neisseria meningitidis</i> Strains and Their Predicted Coverage by the 4CMenB Vaccine","year":2020,"lang":"en","type":"article","venue":"mSphere","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"Wellcome Trust","keywords":"Neisseria meningitidis; Meningococcal disease; Meningococcal vaccine; Neisseriaceae; Microbiology; Virology; Medicine; Bacterial meningitis; Biology; Meningitis; Bacteria; Antibiotics; Pediatrics; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000275839,0.0003614641,0.000187851,0.001090919,0.0007133289,0.0006394074,0.0004858658,0.0001931062,0.0008231511],"category_scores_gemma":[0.001042749,0.0001592816,0.0003188447,0.001781013,0.0002935485,0.0002154189,0.0003483795,0.0004273057,0.00009489724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01486717,"about_ca_system_score_gemma":0.02165643,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9905759,"about_ca_topic_score_gemma":0.9936659,"domain_scores_codex":[0.9996283,0.00001622438,0.0000171728,0.00004098672,0.0001749849,0.0001223326],"domain_scores_gemma":[0.9992368,0.00002903455,0.0001506025,0.00001131745,0.0004274014,0.0001448489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001134688,0.0000278179,0.9879305,0.0000717827,0.00004429896,0.0001391764,0.0004260062,0.0004059919,0.001127081,0.00009911408,0.001229425,0.008385384],"study_design_scores_gemma":[0.000002322339,0.00003172447,0.997165,0.00002413332,0.00001669856,0.00008144539,0.0008080403,0.0004121927,0.0003997647,0.00001116026,0.001042718,0.00000466153],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871711,0.001000915,0.0002881454,0.0002828833,0.00001573845,0.00006075847,0.007974085,0.0000178218,0.003188484],"genre_scores_gemma":[0.9953983,0.0008362021,0.0003420228,0.0001075978,0.000005605967,0.000009665757,0.002370767,0.000003463519,0.0009263644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01486717,"threshold_uncertainty_score":0.1078694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006697881543629932,"score_gpt":0.1873608544353354,"score_spread":0.1806629728917054,"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."}}