{"id":"W3128055790","doi":"10.1016/j.cofs.2021.01.006","title":"Burden of foodborne diseases: think global, act local","year":2021,"lang":"en","type":"review","venue":"Current Opinion in Food Science","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":238,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Foreign, Commonwealth and Development Office; European Cooperation in Science and Technology; World Health Organization; Bill and Melinda Gates Foundation","keywords":"Burden of disease; Psychological intervention; Resource (disambiguation); Disease burden; Scale (ratio); Disease; Public health; Business; Risk analysis (engineering); Environmental health; Political science; Management science; Medicine; Computer science; Engineering; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007431234,0.0003875468,0.001490077,0.000053582,0.0001322113,0.00006725335,0.001566188,0.0002254923,0.0001117344],"category_scores_gemma":[0.0004228379,0.0001528782,0.0004975956,0.00285376,0.0007943535,0.000172129,0.0005765748,0.0003261578,0.00002855948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002042238,"about_ca_system_score_gemma":0.0003913841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005638407,"about_ca_topic_score_gemma":0.00001377296,"domain_scores_codex":[0.9965498,0.0003918066,0.0009030188,0.001002473,0.0005334936,0.0006194331],"domain_scores_gemma":[0.9984294,0.0004301647,0.0004967572,0.0002419072,0.0001405937,0.0002612341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002175487,0.0001026826,0.0002480859,0.001203038,0.00001013499,5.724508e-7,0.00001918306,0.000002743714,0.000002764904,0.001120568,0.0004767008,0.9968113],"study_design_scores_gemma":[0.00007532358,0.0002993408,0.001676909,0.009229366,0.00003951504,0.00001901665,0.0001197053,0.00002016287,0.00000113363,0.0004768011,0.9876634,0.0003793091],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000780044,0.9941367,0.00001005987,0.0000759937,0.004057602,0.0004133371,0.0003640131,0.00003487894,0.0001273646],"genre_scores_gemma":[0.004928628,0.994135,0.00001289133,0.000009196672,0.0005817111,0.00003803938,0.0002895842,0.000001439469,0.000003486671],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9964321,"threshold_uncertainty_score":0.623419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1553031904721659,"score_gpt":0.3948445273488959,"score_spread":0.23954133687673,"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."}}