{"id":"W4408368098","doi":"10.1099/jmm.0.001979","title":"Geographical and temporal variations of serogroups and clonal types of Neisseria meningitidis involved in culture-confirmed invasive meningococcal disease in Canada, 2015–2023","year":2025,"lang":"en","type":"article","venue":"Journal of Medical Microbiology","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Yukon Health and Social Services; Government of Prince Edward Island; Moncton Hospital; Institut National de Santé Publique du Québec; Government of Northwest Territories; Provincial Laboratory of Public Health; Public Health Ontario; BC Centre for Disease Control; Nova Scotia Health Authority; Public Health Agency of Canada","funders":"Wellcome Trust","keywords":"Neisseria meningitidis; Meningococcal disease; Epidemiology; Multilocus sequence typing; Molecular epidemiology; Meningococcal vaccine; Serotype; Meningitis; Biology; Medicine; Virology; Internal medicine; Genotype; Pediatrics; Bacteria","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":[0.0004544768,0.0003735968,0.0002974859,0.001974654,0.00145068,0.001074462,0.0008738038,0.0003188228,0.001780392],"category_scores_gemma":[0.001370198,0.0002458048,0.0005454181,0.004177365,0.0006641906,0.0003019336,0.0007155566,0.0005461619,0.0001958279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01688921,"about_ca_system_score_gemma":0.02389813,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9904017,"about_ca_topic_score_gemma":0.9922503,"domain_scores_codex":[0.999385,0.00002347251,0.00004407758,0.0001088094,0.0002076728,0.0002310216],"domain_scores_gemma":[0.9976531,0.00008389055,0.0005302025,0.00004166688,0.00115266,0.0005385196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000148022,0.00001590121,0.9909368,0.00008016879,0.0000551228,0.0001495563,0.0006766677,0.0002235718,0.0005586754,0.00009666957,0.001636882,0.005422012],"study_design_scores_gemma":[0.000001565833,0.00001279926,0.9980181,0.00003037432,0.00001473919,0.00009160939,0.000817066,0.0002077223,0.0000731351,0.000009548339,0.0007169031,0.000006246333],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761988,0.002491997,0.0002474412,0.0003266498,0.0000244402,0.00005954171,0.01784894,0.00003013235,0.002771972],"genre_scores_gemma":[0.9941235,0.001052904,0.0002429861,0.00006924463,0.000007631827,0.00001373184,0.003786505,0.000005826005,0.0006976415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01688921,"threshold_uncertainty_score":0.1225404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00708860850507686,"score_gpt":0.2462830064609692,"score_spread":0.2391943979558923,"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."}}