{"id":"W3161380745","doi":"10.3390/v13050934","title":"Vector Surveillance, Host Species Richness, and Demographic Factors as West Nile Disease Risk Indicators","year":2021,"lang":"en","type":"article","venue":"Viruses","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arbovirus; West Nile virus; Vector (molecular biology); Disease; Geography; Host (biology); Population; Species richness; Biology; Environmental health; Ecology; Virology; Medicine; Virus","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002062702,0.0003915754,0.0002383864,0.0009542488,0.0002397319,0.0007758201,0.0002749025,0.0001814998,0.001053752],"category_scores_gemma":[0.005851991,0.0001538464,0.0004829653,0.0007598363,0.0002241593,0.0006547138,0.0004698553,0.0003206475,0.00007843984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003732478,"about_ca_system_score_gemma":0.0004897775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02232911,"about_ca_topic_score_gemma":0.03094592,"domain_scores_codex":[0.999201,0.0005236804,0.00004074749,0.0001171156,0.00005366152,0.00006375715],"domain_scores_gemma":[0.9981804,0.00101754,0.0004304182,0.0001051056,0.0001381771,0.0001284066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004988516,0.00004154706,0.9815756,0.00001599378,0.0001651746,0.00002879081,0.00008746763,0.009762715,0.0002512816,0.0004301581,0.0002110638,0.007380322],"study_design_scores_gemma":[0.00001132692,0.0001536498,0.7538697,0.00004121397,0.0002112137,0.0001351237,0.0007193038,0.2415617,0.0003493274,0.001788614,0.001136592,0.00002226762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893975,0.0004463254,0.00830269,0.0001942307,0.0000125648,0.00003163076,0.0007889739,0.00002949273,0.0007964446],"genre_scores_gemma":[0.9971577,0.0001145223,0.002245347,0.00001427578,0.000005027245,0.000009953499,0.0002914459,0.000003276399,0.0001584102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02232911,"threshold_uncertainty_score":0.04439831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01089309721690979,"score_gpt":0.2485001123384675,"score_spread":0.2376070151215577,"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."}}