{"id":"W2136948430","doi":"10.1017/s0950268805003687","title":"Spatial and temporal epidemiology of sporadic human cases of Escherichia coli O157 in Scotland, 1996–1999","year":2005,"lang":"en","type":"article","venue":"Epidemiology and Infection","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Economic and Social Research Council; Joint Information Systems Committee; University of Glasgow; Department for Environment, Food and Rural Affairs, UK Government; Wellcome Trust","keywords":"Demography; Geography; Epidemiology; Population; Cluster (spacecraft); Spatial epidemiology; Population density; Veterinary medicine; Rural population; Medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0007747089,0.0001972307,0.0002672307,0.001039913,0.0003771612,0.0005774205,0.0004093241,0.0002635505,0.0006970456],"category_scores_gemma":[0.003118234,0.0002270756,0.000267256,0.001129343,0.0004875689,0.0003215346,0.0005705984,0.0002193398,0.0001340505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001119092,"about_ca_system_score_gemma":0.0007407714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1215532,"about_ca_topic_score_gemma":0.1429062,"domain_scores_codex":[0.9994656,0.0001047423,0.00005598217,0.0000719601,0.0001618019,0.0001399109],"domain_scores_gemma":[0.997558,0.0003419696,0.001281193,0.00008562823,0.0004806042,0.0002526368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002698543,0.0000263049,0.9922709,0.00004335877,0.00005009681,0.0005604002,0.0007257881,0.0003722884,0.0005158552,0.00005685354,0.0003642841,0.00474393],"study_design_scores_gemma":[0.00000653703,0.0001040095,0.9984408,0.000008346751,0.000009929288,0.0003179793,0.0004761191,0.0002633553,0.00003886933,0.00001758161,0.0003127663,0.000003750633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999097,0.0001440461,0.00009258155,0.00005174859,0.000003963336,0.000005407359,0.0003491052,0.000004661213,0.0002516054],"genre_scores_gemma":[0.9992341,0.0001076635,0.00009918379,0.00001599654,0.000005499939,0.000005575177,0.0003889783,0.00000105944,0.0001419962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1215532,"threshold_uncertainty_score":0.2416915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05152234444364686,"score_gpt":0.2997274779057138,"score_spread":0.2482051334620669,"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."}}