{"id":"W3190228103","doi":"10.20944/preprints202108.0077.v1","title":"Chikungunya (Togaviridae) and Dengue 2 (Flaviviridae) Viruses Isolated from Aedes aegypti Mosquitoes by qRT-PCR Technique: Xenosurveillance for Arboviruses Circulating in Burkina Faso","year":2021,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"International Atomic Energy Agency","keywords":"Chikungunya; Arbovirus; Virology; Aedes aegypti; Dengue fever; Togaviridae; Biology; Dengue virus; Flaviviridae; Vector (molecular biology); Aedes; Arbovirus Infections; Alphavirus; Virus; Viral disease; Larva; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009164821,0.001129501,0.002072975,0.0003279784,0.0002286031,0.0001968716,0.0006945043,0.0009983924,0.0005787279],"category_scores_gemma":[0.001356572,0.001186899,0.0006360607,0.0003703522,0.0002444359,0.0002169299,0.001676859,0.001502929,0.00004510367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003444547,"about_ca_system_score_gemma":0.0005205119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004845308,"about_ca_topic_score_gemma":0.0004567199,"domain_scores_codex":[0.9935583,0.0003627729,0.00157681,0.002817823,0.0006718169,0.001012424],"domain_scores_gemma":[0.9954558,0.0006428471,0.000799343,0.002211762,0.0004043708,0.0004858819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006559765,0.0004972377,0.6769348,0.0008398395,0.0005678657,0.0001624167,0.0005581204,0.0001400407,0.3162714,0.00002679848,0.00008395766,0.003261599],"study_design_scores_gemma":[0.004200596,0.0001253319,0.9192734,0.00275276,0.0007960274,0.00006321292,0.0005989479,0.002774962,0.06456451,0.0008043455,0.002458718,0.00158715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824879,0.0089243,0.001944454,0.000370736,0.0004701373,0.004304771,0.0005817501,0.0004551538,0.0004607869],"genre_scores_gemma":[0.9933785,0.001110948,0.00075997,0.0007119452,0.0005750654,0.002242587,0.0008282406,0.000226126,0.000166624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2517069,"threshold_uncertainty_score":0.9990581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06036316715223591,"score_gpt":0.3426924749316123,"score_spread":0.2823293077793764,"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."}}