{"id":"W3113139662","doi":"10.14745/ccdr.v46i1112a10","title":"Mumps outbreaks across Canada, 2016 to 2018","year":2020,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Virology and Viral Diseases","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Outbreak; Medicine; Public health; Environmental health; Incidence (geometry); Vaccination; Demography; Virology","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":[0.0006385497,0.0009223792,0.0004404028,0.003190182,0.003831322,0.001706086,0.001491448,0.000421118,0.003857155],"category_scores_gemma":[0.002362215,0.0004100148,0.0005590381,0.003347734,0.0005197781,0.0006496917,0.002223528,0.0009065281,0.0005639376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0489367,"about_ca_system_score_gemma":0.07826382,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.995053,"about_ca_topic_score_gemma":0.9965715,"domain_scores_codex":[0.9988562,0.00003511005,0.00006583198,0.0001279905,0.0005010256,0.0004138293],"domain_scores_gemma":[0.9967667,0.00005433955,0.0003635389,0.00004648463,0.001997584,0.0007714776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007571467,0.0001198652,0.807435,0.001591527,0.0002273223,0.00260735,0.004829219,0.0009135019,0.002388369,0.0006641256,0.09587128,0.08259525],"study_design_scores_gemma":[0.00002525571,0.0000409569,0.9638546,0.0003483674,0.00003903902,0.0004770838,0.003566719,0.0004367465,0.0003914877,0.00006548639,0.03072847,0.00002564278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7739986,0.01590839,0.001264205,0.006090144,0.0007085705,0.001392561,0.1551473,0.000957977,0.04453227],"genre_scores_gemma":[0.9137878,0.0106389,0.001904585,0.002366858,0.0002244919,0.0003550256,0.04801467,0.00009174936,0.02261583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0489367,"threshold_uncertainty_score":0.3550623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02666348418053207,"score_gpt":0.2814912634748489,"score_spread":0.2548277792943169,"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."}}