{"id":"W4388921889","doi":"10.1111/zph.13096","title":"Temporal, spatial and space–time distribution of infections caused by five major enteric pathogens, Ontario, Canada, 2010–2017","year":2023,"lang":"en","type":"article","venue":"Zoonoses and Public Health","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Campylobacter; Salmonella; Outbreak; Listeria monocytogenes; Listeria; Yersinia; Yersinia enterocolitica; Biology; Veterinary medicine; Population; Geography; Microbiology; Medicine; Virology; Environmental health; Bacteria","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003346875,0.000111423,0.0002572273,0.00001256549,0.0002597875,0.000031001,0.00006342475,0.0000494042,0.000178552],"category_scores_gemma":[0.00007223651,0.0000526375,0.00003053455,0.0001946093,0.00006495192,0.00006924742,0.00005747808,0.00008965834,0.000004803487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008571615,"about_ca_system_score_gemma":0.0002009145,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9828126,"about_ca_topic_score_gemma":0.9768279,"domain_scores_codex":[0.9989164,0.0001527394,0.0002477239,0.0002380401,0.00009045033,0.0003546272],"domain_scores_gemma":[0.9993176,0.0001804543,0.0001499085,0.00005002154,0.00003890137,0.0002630969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006476074,0.00005769062,0.83231,0.00001943557,0.00001822642,0.000004497284,0.00008959664,2.395795e-7,0.001298005,0.00005656662,0.1451477,0.02099156],"study_design_scores_gemma":[0.0001110306,0.0002505696,0.8584374,0.000005777299,0.000003876455,0.000009030315,0.0001699966,0.00005817135,0.000008326795,0.00003737996,0.1408253,0.00008318967],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869063,0.0002729379,0.000008405385,0.0113615,0.0001647494,0.0001554649,0.00105371,0.00003236888,0.00004455845],"genre_scores_gemma":[0.9965851,0.0003736335,0.000002385036,0.000389308,0.00006469497,0.000009745309,0.00187966,8.845695e-7,0.0006945527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02612734,"threshold_uncertainty_score":0.2146495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02745975971336914,"score_gpt":0.239300398717631,"score_spread":0.2118406390042618,"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."}}