{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002771543,0.0002746727,0.0004661476,0.00009317887,0.0006258831,0.00006721045,0.0007715697,0.00007823254,0.0005289387],"category_scores_gemma":[0.001032004,0.0002753442,0.00007055738,0.0001234089,0.0001096865,0.0002749489,0.0004667449,0.0003655445,0.000007915568],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001176101,"about_ca_system_score_gemma":0.02152238,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9997791,"about_ca_topic_score_gemma":0.9999415,"domain_scores_codex":[0.998117,0.0002448523,0.000621846,0.0003847475,0.00004775769,0.0005838127],"domain_scores_gemma":[0.9967079,0.0001416396,0.0003677639,0.00236833,0.0001054183,0.0003089487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003263224,0.0001423849,0.9803886,0.00004438537,0.00007280728,0.002029299,0.00001521182,0.00006408679,0.002005056,0.00009615303,0.01446466,0.0003510548],"study_design_scores_gemma":[0.001077774,0.000009647435,0.9379988,0.0002082018,0.0000470339,0.00006467223,0.0001267419,0.0000179056,0.0002588533,0.00006957361,0.05978254,0.0003383135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992612,0.003376707,4.21883e-7,0.001135292,0.0008536103,0.0003265998,0.0003238071,0.00002015585,0.001351385],"genre_scores_gemma":[0.9973919,0.0003083876,0.000005751854,0.0001768454,0.0000274617,0.0001165883,0.0005998316,0.00002655943,0.001346621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04531788,"threshold_uncertainty_score":0.9999699,"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."}}