{"id":"W4239712548","doi":"10.1007/bf03405266","title":"Predicting Geographical Human Risk of West Nile Virus–Saskatchewan, 2003 and 2007","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph; University of Saskatchewan","funders":"","keywords":"Geography; Vegetation (pathology); Habitat; Population; Risk assessment; Socioeconomics; West Nile virus; Forestry; Ecology; Environmental health; Biology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0006184363,0.000402905,0.0002627439,0.001045747,0.0006368003,0.0008309599,0.001010608,0.0004751862,0.00099287],"category_scores_gemma":[0.001705912,0.0002448196,0.0005222209,0.001902987,0.000373994,0.0004571135,0.0007782095,0.0007129761,0.0002679152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008166022,"about_ca_system_score_gemma":0.01002573,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.937529,"about_ca_topic_score_gemma":0.9761246,"domain_scores_codex":[0.9997309,0.00004984465,0.00002967483,0.00004613597,0.00005023324,0.00009312154],"domain_scores_gemma":[0.9988188,0.0001485626,0.0002255733,0.00005108759,0.0005189005,0.0002371241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001295618,0.00002533374,0.9918109,0.00001397475,0.0001271777,0.00009745827,0.0001460585,0.002168843,0.0002723527,0.000142833,0.001918825,0.003146736],"study_design_scores_gemma":[0.000008875626,0.00001873275,0.9936284,0.00001862448,0.00004646962,0.00005626295,0.001190788,0.003595982,0.0001915908,0.00007920172,0.001154267,0.00001067921],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894079,0.0001879807,0.0002549993,0.0004076439,0.00002179073,0.00002451204,0.00776059,0.00001550233,0.001919117],"genre_scores_gemma":[0.9937251,0.0002507574,0.0002606363,0.000101263,0.000006570561,0.00002045928,0.004257365,0.000005924763,0.001372051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06247103,"threshold_uncertainty_score":0.1256778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01796508667965444,"score_gpt":0.2801750130207492,"score_spread":0.2622099263410947,"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."}}