{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004691735,0.0001650686,0.0001685459,0.0007498479,0.0005989242,0.0004630885,0.0003704311,0.0001200418,0.0005767049],"category_scores_gemma":[0.00242487,0.0001767249,0.0002752547,0.001904148,0.0004699823,0.0002130705,0.0004585135,0.0001220161,0.00005705016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005689418,"about_ca_system_score_gemma":0.005859683,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.952992,"about_ca_topic_score_gemma":0.9635473,"domain_scores_codex":[0.9997095,0.00005804388,0.00002005124,0.00005563871,0.00009010363,0.00006666159],"domain_scores_gemma":[0.9988828,0.0002435624,0.0003308998,0.00007315323,0.0003182299,0.0001513528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005851709,0.00001024364,0.9940586,0.0000267829,0.00003264803,0.00007796146,0.001191297,0.0005583077,0.0004035054,0.00008945847,0.0002059786,0.003286814],"study_design_scores_gemma":[0.000003692654,0.00002490238,0.9972799,0.000005109523,0.00001033476,0.00004142546,0.001001653,0.001205232,0.00005985559,0.00001750717,0.0003465945,0.000003943178],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987795,0.00004773458,0.0001831954,0.00002645358,7.175963e-7,0.00001587234,0.0006862052,0.000003583659,0.000256651],"genre_scores_gemma":[0.9989761,0.00005003401,0.0002466408,0.000002889464,8.351772e-7,0.000009624604,0.0004969417,0.000001316091,0.0002156159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04700804,"threshold_uncertainty_score":0.09456968,"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."}}