{"id":"W4403626704","doi":"10.33321/cdi.2024.48.19","title":"Fresh produce-associated foodborne disease outbreaks in Australia, 2001 to 2017","year":2024,"lang":"en","type":"article","venue":"Communicable Diseases Intelligence","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Outbreak; Norovirus; Medicine; Food contaminant; Environmental health; Food microbiology; Veterinary medicine; Virology; Biology","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":[0.0005992688,0.0002705173,0.0002529313,0.001538157,0.0004714138,0.0007531217,0.0004223963,0.0003260274,0.0008775836],"category_scores_gemma":[0.002187176,0.0003487783,0.0003622244,0.001444796,0.0004072484,0.0008029053,0.001279875,0.0004526512,0.0001648078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001270752,"about_ca_system_score_gemma":0.001103008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07177909,"about_ca_topic_score_gemma":0.0909203,"domain_scores_codex":[0.9992452,0.0001241658,0.0001461635,0.0001212144,0.0002448899,0.0001183606],"domain_scores_gemma":[0.9974512,0.0001831047,0.001503511,0.00006732326,0.0005255468,0.000269224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009425619,0.00002754212,0.9947961,0.0001168794,0.00003588609,0.0002811647,0.00107398,0.00005645055,0.0006193377,0.00001558072,0.0002905492,0.002592389],"study_design_scores_gemma":[0.00000191288,0.00003835173,0.9989762,0.00002080289,0.000006767727,0.0001389525,0.0004692473,0.00006222299,0.00004981881,0.000004299278,0.000229381,0.000002095722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978551,0.0004291827,0.0000581603,0.00004746313,0.000005368804,0.00003890707,0.001127447,0.000003809384,0.0004344785],"genre_scores_gemma":[0.9970328,0.0006649426,0.000169518,0.00006696556,0.00001253587,0.00004347081,0.001538193,0.000002231659,0.0004695123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07177909,"threshold_uncertainty_score":0.1427226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1232029731479573,"score_gpt":0.4222994586569738,"score_spread":0.2990964855090164,"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."}}