{"id":"W2123089939","doi":"10.21083/surg.v3i2.1091","title":"Geographic distribution of West Nile virus reported in humans and corvids in southern Ontario, 2006","year":2010,"lang":"en","type":"article","venue":"SURG Journal","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Geography; West Nile virus; Spatial distribution; Outbreak; Cluster (spacecraft); Cartography; Distribution (mathematics); Ecology; Biology; Virology; Computer science; Virus","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":[0.0001581423,0.0001899455,0.0001966145,0.001039611,0.0007607007,0.0004884162,0.0002823868,0.0001220864,0.0009001533],"category_scores_gemma":[0.0007941577,0.0001678472,0.0001621489,0.001622745,0.000363765,0.0001622904,0.0004055401,0.0001232605,0.000130241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006508881,"about_ca_system_score_gemma":0.005361862,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9649426,"about_ca_topic_score_gemma":0.9873134,"domain_scores_codex":[0.9997811,0.00001183133,0.00001824024,0.0000384763,0.0001073153,0.0000431197],"domain_scores_gemma":[0.9993507,0.00003023402,0.0002276092,0.00002112443,0.0002556135,0.0001146128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004083799,0.000004937814,0.9930512,0.00005103303,0.00002715754,0.0001137456,0.001094107,0.0001390484,0.0007120044,0.000027507,0.0009554737,0.003783077],"study_design_scores_gemma":[0.00000252627,0.000009509632,0.9981521,0.00001105019,0.000006918424,0.00006184848,0.0005632823,0.00007547397,0.0000538075,0.000004800725,0.001055535,0.000003099456],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927781,0.000487608,0.0001104599,0.00009127705,0.000006068402,0.0000236546,0.004201389,0.000013743,0.002287679],"genre_scores_gemma":[0.9949538,0.0004704001,0.0002097985,0.00002693153,0.000004024224,0.00001859065,0.002519579,0.000003694991,0.001793126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03505737,"threshold_uncertainty_score":0.07052761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01089497001252476,"score_gpt":0.2538291352324519,"score_spread":0.2429341652199272,"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."}}