{"id":"W3191098340","doi":"10.3390/pathogens10080998","title":"Mosquitoes Know No Borders: Surveillance of Potential Introduction of Aedes Species in Southern Québec, Canada","year":2021,"lang":"en","type":"article","venue":"Pathogens","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; McGill University; Université de Montréal; Institut National de Santé Publique du Québec","funders":"Ministère de la Santé et des Services sociaux; Ministère de la Santé; Brock University; Institut National de Santé Publique du Québec; Public Health Agency; Public Health Agency of Canada","keywords":"Aedes albopictus; Chikungunya; Aedes; Vector (molecular biology); Dengue fever; Biology; Range (aeronautics); Culex pipiens; Culex; Aedes aegypti; Ecology; Yellow fever; Geography; Zoology; Virology; Larva","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001000857,0.0001055353,0.0003530082,0.00004248157,0.00002069938,0.000005053757,0.00005871528,0.00003925524,0.0007484379],"category_scores_gemma":[0.0003085692,0.00009705711,0.0001030387,0.000175567,0.00004982826,0.00002009405,0.00002810469,0.00007048955,0.000004084309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007206524,"about_ca_system_score_gemma":0.001129154,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3740121,"about_ca_topic_score_gemma":0.849468,"domain_scores_codex":[0.9989614,0.00006142609,0.0003149887,0.0002262018,0.0002571285,0.0001787997],"domain_scores_gemma":[0.9991436,0.00003026832,0.0001118952,0.0003029845,0.0003452327,0.0000660136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0007315932,0.0005763728,0.2713182,0.0006344846,0.0002473264,0.0003232448,0.000749505,0.0006501536,0.6979041,0.0001763097,0.01146116,0.01522764],"study_design_scores_gemma":[0.004582044,0.0003398251,0.83582,0.0002137957,0.0003503379,0.00006535443,0.01436535,0.002627389,0.02370874,0.00005163169,0.1173645,0.0005110879],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900093,0.005132107,0.00005325461,0.00331001,0.0003223821,0.0001459658,0.0003376098,0.00001065645,0.0006786961],"genre_scores_gemma":[0.9972532,0.0001794579,0.00009309239,0.00009132807,0.000548734,0.000006632851,0.00008050331,0.00001405281,0.001732976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6741953,"threshold_uncertainty_score":0.819487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004669316898287123,"score_gpt":0.2109891894420281,"score_spread":0.206319872543741,"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."}}