{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008468687,0.0001033681,0.0002977534,0.0001832088,0.00003752647,0.00001816448,0.00006529238,0.00008033297,0.0005760553],"category_scores_gemma":[0.0001449397,0.0000922414,0.00006438234,0.0002120252,0.0001146991,0.00008691088,0.00002806856,0.0006484467,0.00000682825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006026519,"about_ca_system_score_gemma":0.0002244988,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03453786,"about_ca_topic_score_gemma":0.4421575,"domain_scores_codex":[0.9988132,0.00005684389,0.0005226592,0.0001579743,0.0002349234,0.0002144287],"domain_scores_gemma":[0.9992414,0.00003369687,0.0002385955,0.0002319581,0.0001073061,0.0001470207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001762359,0.0001719466,0.992919,0.00001634729,0.00002223309,0.0004682773,0.0002640477,0.000002491486,0.004329504,0.000007968481,0.0002967577,0.001325145],"study_design_scores_gemma":[0.00159217,0.00006446707,0.9945499,0.0001074904,0.00002442313,0.0002335579,0.0001182302,0.00001579086,0.0000984928,0.000124131,0.002986853,0.00008450295],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988143,0.0001692257,0.00001147396,0.00006383145,0.000188905,0.000115193,0.000296894,0.00001194711,0.0003282354],"genre_scores_gemma":[0.9994071,0.00005477301,0.00003510961,0.00002329329,0.00007252542,0.000002777059,0.0002468563,0.00001043332,0.0001471214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4076196,"threshold_uncertainty_score":0.9718912,"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."}}