{"id":"W2792176390","doi":"10.1128/jcm.01954-17","title":"Diagnostic Yield of Laboratory Methods and Value of Viral Genotyping during an Outbreak of Mumps in a Partially Vaccinated Population in British Columbia, Canada","year":2018,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Virology and Viral Diseases","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Centre for Disease Control","funders":"","keywords":"Outbreak; Virology; Mumps virus; Genotyping; Buccal swab; Population; Medicine; Genotype; Vaccination; Rubella; Measles; Biology; Virus; Gene; Genetics; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005521568,0.0004443545,0.0003331676,0.001375207,0.002127696,0.001120517,0.001167996,0.0004082455,0.0009039453],"category_scores_gemma":[0.002610535,0.0003657472,0.0001850799,0.001557511,0.0007803995,0.0002076466,0.000644883,0.0005503283,0.0001802075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01133621,"about_ca_system_score_gemma":0.007890252,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9748133,"about_ca_topic_score_gemma":0.97649,"domain_scores_codex":[0.9991465,0.0001188493,0.0000532238,0.0001334715,0.0002840174,0.000263854],"domain_scores_gemma":[0.9980168,0.0001960929,0.0001943784,0.000068117,0.001177237,0.0003473097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001073166,0.00003985748,0.9919416,0.00002146075,0.00002388717,0.0003814833,0.0005304255,0.0001493974,0.00136932,0.00001939409,0.0004577418,0.004957993],"study_design_scores_gemma":[0.000003835596,0.00003441656,0.9973931,0.00001817006,0.00001229587,0.0002119886,0.001326725,0.000498202,0.0002235027,0.000009339606,0.0002610361,0.000007441966],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975148,0.0002704955,0.00007348614,0.00008925059,0.000005817638,0.00002802078,0.000483527,0.00001254356,0.001522043],"genre_scores_gemma":[0.9991593,0.0001245431,0.0001394402,0.00004488522,0.000001984953,0.000005299477,0.0002448453,0.000002365559,0.0002772887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02518666,"threshold_uncertainty_score":0.0822503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02229689485858754,"score_gpt":0.3688041450358947,"score_spread":0.3465072501773072,"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."}}