{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008023221,0.0002368934,0.0003796825,0.0001748453,0.0001796883,0.00008149449,0.00008895937,0.00007240787,0.001216981],"category_scores_gemma":[0.0005744462,0.0001916044,0.0001695304,0.000557647,0.0001621892,0.0001038868,0.00007464951,0.0001664756,0.00005690899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002027682,"about_ca_system_score_gemma":0.0002259777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000155347,"about_ca_topic_score_gemma":0.000134491,"domain_scores_codex":[0.998601,0.00009275597,0.0002291171,0.0004472272,0.0003171666,0.0003127955],"domain_scores_gemma":[0.9986378,0.0001783735,0.0001145232,0.0004466418,0.00006854828,0.0005541255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001917956,0.0002099515,0.9952844,0.00007715607,0.0001425181,0.0001873035,0.00005633303,4.111381e-7,0.001300265,0.0004392294,0.00147424,0.0006363427],"study_design_scores_gemma":[0.0009615351,0.00008051732,0.9416463,0.0000455519,0.0002613729,0.000005173594,0.0003238117,0.000007381946,0.0006418254,0.00005357111,0.05576497,0.0002080359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849783,0.01285705,0.000007605865,0.0003444057,0.0002371821,0.0002309689,0.0005934461,0.0001178183,0.0006332898],"genre_scores_gemma":[0.9952874,0.002891144,0.00001124145,0.0008827475,0.0002663561,0.00002683916,0.00009577482,0.00003579622,0.000502709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05429073,"threshold_uncertainty_score":0.999696,"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."}}