{"id":"W2600385721","doi":"10.1002/ecs2.1684","title":"Can existing data on West Nile virus infection in birds and mosquitos explain strain replacement?","year":2017,"lang":"en","type":"article","venue":"Ecosphere","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Transmission (telecommunications); Virology; Arbovirus; Pathogen; Dominance (genetics); Zoology; Competition (biology); Genotype; Clade; Virus; Demography; Ecology; Immunology; Phylogenetic tree; Genetics; Gene","routes":{"ca_aff":true,"ca_fund":true,"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":[0.008201269,0.0003603157,0.0007381795,0.001825526,0.0004051329,0.001360926,0.001573726,0.0008449455,0.002665757],"category_scores_gemma":[0.0330674,0.0004465158,0.0008762822,0.001184918,0.001224582,0.002483009,0.0007755806,0.001074518,0.0003649963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008256115,"about_ca_system_score_gemma":0.0005005818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01328543,"about_ca_topic_score_gemma":0.01868692,"domain_scores_codex":[0.997725,0.001074645,0.0002598969,0.0005263733,0.0002745098,0.0001396315],"domain_scores_gemma":[0.9784715,0.01402148,0.003258013,0.001950141,0.001864998,0.000433867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002830263,0.00008642054,0.8753737,0.0009922001,0.001051578,0.0003571403,0.000851776,0.02368632,0.003961534,0.01520499,0.001477489,0.0766739],"study_design_scores_gemma":[0.00002562141,0.0002442395,0.852415,0.0005887127,0.0003749352,0.0003035959,0.001758157,0.09589858,0.001293108,0.03960583,0.007379455,0.0001129133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9076669,0.009895072,0.06553032,0.005090384,0.0002307315,0.00006267391,0.003681964,0.0001181255,0.007723963],"genre_scores_gemma":[0.9936721,0.001038444,0.004066422,0.0002670325,0.00006125303,0.00001472908,0.0006400582,0.00001896854,0.0002210633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01328543,"threshold_uncertainty_score":0.04337299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04939359402837234,"score_gpt":0.3317867244107511,"score_spread":0.2823931303823787,"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."}}