{"id":"W1949068954","doi":"10.1155/2003/575341","title":"West Nile Virus Surveillance and Diagnostic: A Canadian Perspective","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University; University of Guelph; Ministry of Health and Long Term Care; Health Canada","funders":"","keywords":"West Nile virus; Nova scotia; Disease surveillance; Virology; Public health; Outbreak; Health surveillance; Environmental health; Suspect; Arbovirus; Geography; Serology; Medicine; Virus; Pathology; Political science; Immunology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002091257,0.0001804058,0.0004641195,0.0002780565,0.0001907663,0.00003585974,0.00007315588,0.0001811517,0.001429698],"category_scores_gemma":[0.004238689,0.000147148,0.0001243318,0.0001262634,0.0004374454,0.00004398596,0.000008290372,0.0003019188,0.000008834444],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002983858,"about_ca_system_score_gemma":0.005709774,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2608454,"about_ca_topic_score_gemma":0.7612769,"domain_scores_codex":[0.9987478,0.0001372522,0.0003043606,0.0002308421,0.00007464709,0.0005051482],"domain_scores_gemma":[0.9946107,0.0002770451,0.0001068718,0.0001238862,0.0003025181,0.004578998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008259125,0.0001155562,0.9740125,0.00005985958,0.0003486486,0.003461463,0.000248651,0.000001411505,0.0002873904,0.005005977,0.009797454,0.006578497],"study_design_scores_gemma":[0.006223728,0.001629154,0.7836764,0.0002964552,0.0005368832,0.01759429,0.001087628,0.00001418455,0.00002544801,0.001278403,0.1871857,0.0004516933],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9505821,0.04284305,0.00003166423,0.003821626,0.0006138196,0.000243091,0.0003583189,0.000009322083,0.001497021],"genre_scores_gemma":[0.9940305,0.001509797,0.000007576634,0.004106847,0.0002638618,0.000006563896,0.00001446788,0.00001683417,0.00004350784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5004315,"threshold_uncertainty_score":0.9999269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003238030922884559,"score_gpt":0.219340021910372,"score_spread":0.2161019909874874,"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."}}