{"id":"W2952445679","doi":"10.14745/ccdr.v45i06a04","title":"Increase in ST-11 serogroup W Neisseria meningitidis invasive meningococcal disease in Canada, 2016–2018","year":2019,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Yukon Health and Social Services; 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; Multilocus sequence typing; Biology; Neisseria; Veterinary medicine; Medicine; Demography; Microbiology; Genotype; Bacteria; Genetics","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":[0.0005345112,0.0005398922,0.0004084806,0.003027268,0.001854429,0.001560954,0.000991846,0.0004864631,0.002272229],"category_scores_gemma":[0.002168877,0.0002705965,0.0006086117,0.004815209,0.0006411548,0.0005715782,0.001030801,0.0009514917,0.0002978102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02709065,"about_ca_system_score_gemma":0.04076991,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9871867,"about_ca_topic_score_gemma":0.9891385,"domain_scores_codex":[0.9987903,0.00002686175,0.00005975959,0.0001632812,0.0005720793,0.000387692],"domain_scores_gemma":[0.9960426,0.00006560906,0.0006520576,0.00005094336,0.002504345,0.0006844618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001778887,0.00002647462,0.9778799,0.0001504912,0.00007469082,0.0002618999,0.000548663,0.0002249517,0.0007247589,0.0001907262,0.006286731,0.01345276],"study_design_scores_gemma":[0.000005248573,0.0000208552,0.9935883,0.00007774094,0.000025336,0.000209104,0.0008115232,0.0003476125,0.0001751573,0.00002213619,0.004709596,0.000007343548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9456545,0.006291677,0.0005023796,0.002131424,0.0001553086,0.0001157721,0.03575564,0.0001343569,0.009258806],"genre_scores_gemma":[0.9814278,0.004028218,0.0006407538,0.0004223461,0.00006054917,0.00003462176,0.01081028,0.00002440012,0.002550938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02709065,"threshold_uncertainty_score":0.1965573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009140306762370952,"score_gpt":0.2133537753540494,"score_spread":0.2042134685916785,"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."}}