{"id":"W3160026548","doi":"10.1111/zph.12849","title":"Detection of spatial and spatio‐temporal <i>Salmonella</i> Heidelberg and <i>Salmonella</i> Typhimurium human case clusters focused around licensed abattoirs in Ontario in 2015, and their potential relation to known outbreaks","year":2021,"lang":"en","type":"article","venue":"Zoonoses and Public Health","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Guelph Wellington Seniors Association; Guelph General Hospital; Public Health Ontario; University of Guelph; Toronto Public Health","funders":"","keywords":"Salmonella; Outbreak; Cluster (spacecraft); Veterinary medicine; Serotype; Environmental health; Geography; Biology; Medicine; 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":[0.0004895012,0.0002799909,0.0002622276,0.00102609,0.0009751396,0.0007304713,0.0006716257,0.0002798722,0.0008316177],"category_scores_gemma":[0.002321122,0.0002911568,0.0004409964,0.001552894,0.0009002485,0.0002854001,0.0009102057,0.0002114523,0.000102839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006756855,"about_ca_system_score_gemma":0.007910412,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9037418,"about_ca_topic_score_gemma":0.9445137,"domain_scores_codex":[0.9989085,0.0001038638,0.0000642368,0.0002802352,0.0003597643,0.0002834753],"domain_scores_gemma":[0.997912,0.0001710166,0.0008921433,0.0001202322,0.0006085278,0.0002961905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001006295,0.00001081832,0.9942316,0.00003259562,0.00004160072,0.0001357289,0.001502054,0.0001627832,0.001224255,0.00004592045,0.000405156,0.00210709],"study_design_scores_gemma":[0.000001894867,0.00001876164,0.9986897,0.000005465605,0.000009553835,0.00003899167,0.0007587844,0.0001478832,0.00009240228,0.000008578159,0.0002245036,0.000003489604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973323,0.0001118772,0.000277853,0.00007295448,0.000004373576,0.0000424498,0.001387098,0.000009752306,0.0007612885],"genre_scores_gemma":[0.9982667,0.00008346606,0.0002619471,0.00002678749,0.000003565865,0.00001505646,0.0009679135,0.000002443978,0.0003719498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09625822,"threshold_uncertainty_score":0.1936502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02309404743031669,"score_gpt":0.2674512719641209,"score_spread":0.2443572245338042,"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."}}