{"id":"W2590490357","doi":"10.1111/zph.12350","title":"A geographic study of West Nile virus in humans, dead corvids and mosquitoes in Ontario using spatial scan statistics with a survival time application","year":2017,"lang":"en","type":"article","venue":"Zoonoses and Public Health","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"West Nile virus; Cluster (spacecraft); Geography; Scan statistic; Geographic information system; Demography; Cartography; Warning system; Early warning system; Statistics; Biology; Virus; Virology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005754844,0.000128569,0.0004443537,0.0001812881,0.0001544828,0.00007376012,0.00009494734,0.00003706094,0.00003289114],"category_scores_gemma":[0.00005887744,0.0001123912,0.00000956342,0.00009848999,0.0001446096,0.0001458504,0.00007533043,0.0001515961,8.39153e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00011357,"about_ca_system_score_gemma":0.0007072327,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8246149,"about_ca_topic_score_gemma":0.9657314,"domain_scores_codex":[0.9987476,0.0001108034,0.000344846,0.0003087372,0.000209333,0.0002787214],"domain_scores_gemma":[0.9989794,0.00005218565,0.0002638253,0.0004096206,0.00007308844,0.0002218108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001561171,0.0006073415,0.9840233,0.0001249409,0.00002066703,0.00001200794,0.0009894299,0.000002805025,0.00002451515,0.00007087614,0.000009773109,0.01395822],"study_design_scores_gemma":[0.002525304,0.000756876,0.994507,0.00008284759,0.00001396431,0.000003633424,0.0004514858,0.001127469,6.238016e-7,0.00002377146,0.0004085325,0.00009856062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983611,0.0001090061,0.0002023545,0.0001428791,0.00002565684,0.0008189856,0.0002477116,0.00001320306,0.00007911443],"genre_scores_gemma":[0.9991215,0.00007143875,0.0004830415,0.00006090285,0.00002468908,0.00002264376,0.0001912001,0.00001403221,0.00001055818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1411165,"threshold_uncertainty_score":0.4583179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04344375461810437,"score_gpt":0.3195792026075933,"score_spread":0.2761354479894889,"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."}}