{"id":"W1548670080","doi":"10.17269/cjph.100.2001","title":"Predicting geographical human risk of West Nile virus--Saskatchewan, 2003 and 2007.","year":2010,"lang":"en","type":"article","venue":"PubMed","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); Population; Habitat; Risk assessment; West Nile virus; Socioeconomics; Forestry; Environmental health; Ecology; Biology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0006536862,0.0004403812,0.0002396215,0.001374967,0.0004133825,0.0006073658,0.0007987063,0.0003536646,0.001124185],"category_scores_gemma":[0.002107861,0.0001965005,0.0005336832,0.002878697,0.000266711,0.0003938856,0.0006660548,0.0005912537,0.0004217682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006961596,"about_ca_system_score_gemma":0.01135384,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9303147,"about_ca_topic_score_gemma":0.9674773,"domain_scores_codex":[0.9997635,0.00005047225,0.00003267487,0.00003813895,0.0000475847,0.00006759456],"domain_scores_gemma":[0.9989316,0.0001477466,0.0001880449,0.00005123271,0.0004992167,0.0001821534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001392152,0.00001910905,0.9861208,0.0000405947,0.0001586637,0.00009584041,0.0001196424,0.001671119,0.0002246587,0.0001143573,0.004378672,0.006917357],"study_design_scores_gemma":[0.00001204793,0.00001869461,0.9950233,0.00004068643,0.0000681885,0.00005840085,0.0007225659,0.002082877,0.0001534089,0.00008152243,0.001729051,0.000009217579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9418322,0.001289636,0.000746449,0.001441895,0.00006278287,0.00007980626,0.05066205,0.00004107674,0.003844113],"genre_scores_gemma":[0.9807633,0.000998853,0.000620699,0.000176982,0.00001235294,0.00005291476,0.01535703,0.00001061947,0.002007146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06968528,"threshold_uncertainty_score":0.1401913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006264371138020918,"score_gpt":0.2187204644464956,"score_spread":0.2124560933084747,"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."}}