{"id":"W2793653920","doi":"10.14745/ccdr.v43i78a01","title":"Increase in Neisseria meningitidis serogroup W invasive disease in Canada: 2009–2016","year":2017,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Prince Edward Island; Government of New Brunswick; Public Health Ontario; Dalhousie University; University of Toronto; Saskatchewan Disease Control Laboratory; Provincial Laboratory of Public Health; BC Mental Health & Substance Use Services; Memorial University of Newfoundland; Nova Scotia Health Authority; Public Health Agency of Canada","funders":"European Commission; University of Oxford; Public Health Agency; Public Health Agency of Canada; Wellcome Trust","keywords":"Neisseria meningitidis; Serotype; Meningococcal disease; Disease; Multilocus sequence typing; Medicine; Demography; Geography; Biology; Virology; Genotype; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0005158003,0.0006205849,0.0004558487,0.002619808,0.00265493,0.001790965,0.00132361,0.0008793703,0.005724384],"category_scores_gemma":[0.002334967,0.0003296954,0.001048502,0.004849741,0.0006333892,0.0006562221,0.001221188,0.001758641,0.0006160326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05131312,"about_ca_system_score_gemma":0.09695122,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9970161,"about_ca_topic_score_gemma":0.997529,"domain_scores_codex":[0.9984333,0.00003536333,0.00007828186,0.0001504234,0.0007797425,0.0005228717],"domain_scores_gemma":[0.9951053,0.00006448035,0.0005435105,0.00004938554,0.00302609,0.0012112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000376573,0.00008100428,0.9007196,0.0006660451,0.0003362228,0.0005947847,0.000860906,0.0006980991,0.001166672,0.0006847057,0.05718481,0.03663056],"study_design_scores_gemma":[0.00001740889,0.00003474618,0.9735502,0.0003226152,0.00009024781,0.000379074,0.001028603,0.0004669721,0.0003339797,0.00005370903,0.02369263,0.00002982447],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7087803,0.03064119,0.001446595,0.01630367,0.00123941,0.0003925241,0.1893038,0.0005739869,0.05131848],"genre_scores_gemma":[0.9358748,0.0152975,0.001474185,0.003123868,0.000237429,0.00008552629,0.03064993,0.00009011744,0.01316662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05131312,"threshold_uncertainty_score":0.3723044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01433750666293615,"score_gpt":0.2343134705729864,"score_spread":0.2199759639100503,"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."}}