{"id":"W3037257883","doi":"10.1128/aem.00814-20","title":"Municipal Wastewater Surveillance Revealed a High Community Disease Burden of a Rarely Reported and Possibly Subclinical <i>Salmonella enterica</i> Serovar Derby Strain","year":2020,"lang":"en","type":"article","venue":"Applied and Environmental Microbiology","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Government of Canada; National Science Foundation","keywords":"Salmonella enterica; Subclinical infection; Serotype; Salmonella; Disease surveillance; Strain (injury); Microbiology; Disease; Biology; Environmental health; Virology; Bacteria; Medicine; Internal medicine; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002626287,0.000333091,0.0003774211,0.0007098124,0.0003034136,0.0005812299,0.0001234907,0.0002891625,0.0008763403],"category_scores_gemma":[0.0004056859,0.000120641,0.0001732935,0.0005989028,0.0002670079,0.000213676,0.0004178853,0.0001831087,0.0001837141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002643384,"about_ca_system_score_gemma":0.0003663785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01336772,"about_ca_topic_score_gemma":0.01710426,"domain_scores_codex":[0.9997496,0.00002647562,0.0000241342,0.00007973084,0.00007712611,0.00004286538],"domain_scores_gemma":[0.9995907,0.00004869376,0.000122657,0.00003498648,0.0001543824,0.0000485754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001882944,0.00008670217,0.6627349,0.0001923781,0.00005426733,0.001165785,0.001235072,0.0001495026,0.3110398,0.0000890162,0.0001917467,0.0228726],"study_design_scores_gemma":[0.000003729081,0.0005744945,0.9591342,0.00002555385,0.0000442886,0.002311093,0.002233115,0.0005789357,0.03237339,0.0001083096,0.002592596,0.00002033257],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974211,0.0001300995,0.0009034916,0.00003921438,0.000003763721,0.00001719871,0.0004499404,0.00003502376,0.001000049],"genre_scores_gemma":[0.9983102,0.00009591136,0.0006458191,0.00002293351,0.000002507531,0.000005289648,0.0002850848,0.000004347317,0.0006279343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01336772,"threshold_uncertainty_score":0.0265798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02470394141751718,"score_gpt":0.2062826695048872,"score_spread":0.1815787280873701,"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."}}