{"id":"W3015871726","doi":"10.14745/ccdr.v46i04a03","title":"Large community mumps outbreak in Manitoba, Canada, September 2016–December 2018","year":2020,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Virology and Viral Diseases","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Winnipeg Regional Health Authority; Manitoba Health","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Outbreak; Medicine; Incidence (geometry); Vaccination; Herd immunity; Immunization; Population; Environmental health; Epidemiology; Demography; Virology; Immunology; Antibody","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":[0.0007065567,0.0008621616,0.0003649543,0.001492382,0.006696675,0.001405635,0.001282431,0.000717658,0.001806959],"category_scores_gemma":[0.001139726,0.0004825332,0.0003377577,0.001707094,0.0008585443,0.0004315515,0.001943834,0.0010832,0.000221244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03809328,"about_ca_system_score_gemma":0.08167638,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.991061,"about_ca_topic_score_gemma":0.9956316,"domain_scores_codex":[0.9993375,0.00004573877,0.00003240452,0.00007466518,0.0002415659,0.0002681104],"domain_scores_gemma":[0.9986569,0.00004165594,0.0001140121,0.00002520664,0.0007331368,0.0004291298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005276226,0.0003191452,0.8867815,0.0008346775,0.0002483541,0.01335787,0.01082749,0.001622091,0.005787975,0.0007241869,0.03376034,0.04520873],"study_design_scores_gemma":[0.0000643226,0.0001378455,0.9492406,0.0004110484,0.00006413724,0.001805952,0.01707539,0.001284639,0.0006248715,0.000192995,0.02904298,0.00005525629],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9686386,0.003409529,0.0008059114,0.004412101,0.0002610186,0.001032747,0.005936148,0.0002093642,0.01529455],"genre_scores_gemma":[0.980568,0.003554807,0.001806577,0.002276316,0.0001306546,0.0002051568,0.004047748,0.00003681887,0.007373951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03809328,"threshold_uncertainty_score":0.2763873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03865437146069545,"score_gpt":0.2635177777245076,"score_spread":0.2248634062638121,"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."}}