{"id":"W2016057602","doi":"10.1016/s1525-1578(10)60541-7","title":"Molecular Typing of West Nile Virus, Dengue, and St. Louis Encephalitis Using Multiplex Sequencing","year":2005,"lang":"en","type":"article","venue":"Journal of Molecular Diagnostics","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Science Centre for Human and Animal Health; Shared Health","funders":"","keywords":"Biology; Virology; Multiplex; Dengue fever; Dengue virus; Flavivirus; Nucleic acid sequence; Japanese encephalitis; Encephalitis; Gene; Genetics; Virus","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0006605648,0.0003167339,0.0002537987,0.001079893,0.0001939857,0.0006799203,0.0002644072,0.0003171104,0.0005728031],"category_scores_gemma":[0.00159413,0.0002234775,0.0001826557,0.0004790542,0.0001261461,0.0003534115,0.0002243971,0.0003109002,0.0002288708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004520656,"about_ca_system_score_gemma":0.0002449586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002626874,"about_ca_topic_score_gemma":0.004214049,"domain_scores_codex":[0.9995065,0.0000982198,0.00005608439,0.0001166392,0.0001490337,0.00007352978],"domain_scores_gemma":[0.9990929,0.0002596929,0.0002615892,0.0000469913,0.0001875828,0.0001512698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001391051,0.0002548338,0.2430872,0.0001339502,0.0001914142,0.000347694,0.00048596,0.002606631,0.6177688,0.0009659759,0.0007811037,0.1319854],"study_design_scores_gemma":[0.00009593935,0.001820276,0.4594691,0.0001615067,0.000543786,0.005269479,0.001047893,0.07032905,0.4422027,0.001550083,0.01742617,0.00008395981],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885133,0.0008943123,0.008270091,0.0001086004,0.0000296548,0.00003905395,0.0006678808,0.00006370949,0.00141337],"genre_scores_gemma":[0.9814937,0.000430929,0.01515678,0.00007397786,0.00002037574,0.0000394265,0.0009450735,0.000007274969,0.001832498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002626874,"threshold_uncertainty_score":0.005223215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01412052861384963,"score_gpt":0.273703525942642,"score_spread":0.2595829973287924,"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."}}