{"id":"W2022905830","doi":"10.1603/me11221","title":"Predicting Weekly Variation of<i>Culex tarsalis</i>(Diptera: Culicidae) West Nile Virus Infection in a Newly Endemic Region, the Canadian Prairies","year":2012,"lang":"en","type":"article","venue":"Journal of Medical Entomology","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada; Saskatchewan Ministry of Agriculture; University of Saskatchewan","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Culex; West Nile virus; Biology; Vector (molecular biology); Abiotic component; Abundance (ecology); Ecology; Mosquito control; Infection rate; Western hemisphere; Virology; Virus; Geography; Immunology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000305454,0.0003788679,0.000196699,0.0002927272,0.0004281623,0.0005943901,0.0005859374,0.0002730961,0.0004650785],"category_scores_gemma":[0.0009803206,0.0002065908,0.0002815553,0.000308466,0.0002069421,0.0002096131,0.0002169386,0.000361167,0.00008002968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003409931,"about_ca_system_score_gemma":0.003356347,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9038637,"about_ca_topic_score_gemma":0.9165944,"domain_scores_codex":[0.9998777,0.0000109685,0.000004947201,0.00004657585,0.00002146292,0.0000383401],"domain_scores_gemma":[0.9997572,0.00006847693,0.0000402885,0.00001341045,0.00008092998,0.00003962929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001496024,0.0001746089,0.541669,0.00003683293,0.0002063762,0.0001104324,0.0001924227,0.4382329,0.004110881,0.0002636332,0.001355892,0.01349751],"study_design_scores_gemma":[0.0000124356,0.00005139755,0.2456583,0.00000635651,0.00003112481,0.00001706708,0.0001630034,0.7529625,0.0004618671,0.00007331998,0.0005475633,0.00001503085],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983206,0.0000287417,0.0007778635,0.00004444382,0.000004044879,0.000008483643,0.00047186,0.00003362528,0.0003102618],"genre_scores_gemma":[0.9980883,0.0000276618,0.0008889167,0.000007761336,0.000001493874,0.000004345464,0.0007250008,0.000003367153,0.0002531201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09613633,"threshold_uncertainty_score":0.193405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0148625660488557,"score_gpt":0.2838025763360541,"score_spread":0.2689400102871984,"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."}}