{"id":"W1555750017","doi":"10.1007/bf03404876","title":"Mumps Virus Detection During an Outbreak in a Highly Unvaccinated Population in British Columbia","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Virology and Viral Diseases","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Centre for Disease Control; Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Mumps virus; Parotitis; Outbreak; Serology; Medicine; Population; Isolation (microbiology); Virology; Vaccination; Pediatrics; Virus; Immunology; Biology; Antibody; Surgery; Environmental health; Microbiology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003716598,0.0003407493,0.0003906966,0.0009241064,0.004142386,0.000989674,0.001142262,0.0007609428,0.0007701218],"category_scores_gemma":[0.001196511,0.0004405351,0.000165592,0.001111884,0.001066397,0.0003501326,0.0009068331,0.001116965,0.0001400438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007935715,"about_ca_system_score_gemma":0.005264797,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9059694,"about_ca_topic_score_gemma":0.9197356,"domain_scores_codex":[0.9993887,0.00008086659,0.00003034777,0.00006706058,0.0001413915,0.0002915152],"domain_scores_gemma":[0.9991216,0.00008982258,0.00006624933,0.00002452488,0.0003998087,0.0002979346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003393134,0.0002904452,0.975501,0.00003245772,0.00003107178,0.003694934,0.009536402,0.0001041859,0.00569478,0.00004876125,0.0007358606,0.003990832],"study_design_scores_gemma":[0.000007961484,0.0001114262,0.9883168,0.000009609777,0.00001366285,0.0004860257,0.01031371,0.0001698864,0.000248441,0.00001110665,0.000302904,0.000008473581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992959,0.00002817557,0.00001973714,0.00005945618,0.000003970133,0.00001543968,0.00005868341,0.000002402454,0.0005162319],"genre_scores_gemma":[0.9994343,0.00004287209,0.0000301087,0.00006397183,0.000003512128,0.00000544886,0.00006587882,0.000001121608,0.0003528135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09403062,"threshold_uncertainty_score":0.1891687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04717866805910349,"score_gpt":0.2742950875443176,"score_spread":0.2271164194852141,"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."}}