{"id":"W4401518471","doi":"10.3390/v16081280","title":"Genomic Characterization of Three Canadian Mumps Outbreaks Demonstrates Endemic Transmission in Canada","year":2024,"lang":"en","type":"article","venue":"Viruses","topic":"Virology and Viral Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; Memorial University of Newfoundland; Nova Scotia Health Authority; Dalhousie University; Manitoba Health; University of Manitoba","funders":"Canadian Immunization Research Network","keywords":"Outbreak; Vaccination; Genotype; Virology; Mumps virus; Biology; Genetics; Virus; Gene","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002660466,0.0003628444,0.0003357061,0.001616742,0.002927318,0.0009749978,0.0005979617,0.0003832213,0.001135904],"category_scores_gemma":[0.00124028,0.0002282637,0.0003452593,0.002515305,0.0007268314,0.0001318412,0.000733799,0.0006087721,0.0001548903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01578866,"about_ca_system_score_gemma":0.01318501,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.980527,"about_ca_topic_score_gemma":0.989024,"domain_scores_codex":[0.9994449,0.00002049182,0.00001641122,0.00009599145,0.0002097704,0.0002123184],"domain_scores_gemma":[0.9991437,0.00007068124,0.0000916266,0.00003469581,0.00046049,0.0001988725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001103099,0.0001676105,0.8602642,0.0002661206,0.00024659,0.004554085,0.01134542,0.002014083,0.06910024,0.0009823471,0.007846375,0.04210967],"study_design_scores_gemma":[0.00001098436,0.00004384236,0.9888966,0.00002593816,0.00003817032,0.0005295557,0.003071051,0.0005152485,0.001844231,0.00004788818,0.004958034,0.00001851132],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904492,0.0004352589,0.0004669588,0.0002379898,0.00001389796,0.00008293525,0.004929306,0.00003662143,0.003347672],"genre_scores_gemma":[0.9907611,0.0004486928,0.001064113,0.0002208959,0.000005303189,0.00002425312,0.005877218,0.00002094318,0.001577446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01947296,"threshold_uncertainty_score":0.1145553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0207319042359005,"score_gpt":0.2457080237572524,"score_spread":0.2249761195213519,"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."}}