{"id":"W4402010743","doi":"10.1089/fpd.2024.0022","title":"Burden and Cost of <i>Campylobacter</i> Risk Factors in Australia","year":2024,"lang":"en","type":"article","venue":"Foodborne Pathogens and Disease","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"National Health and Medical Research Council; NSW Department of Primary Industries; Agrifutures Australia; Medical Research Council; NSW Ministry of Health; Department of Health and Aged Care, Australian Government; Department of Health, State Government of Victoria; University of Melbourne; University of Tasmania; Australian Government; Massey University; Hunter New England Local Health District; University of Queensland; Queensland Health; Meat and Livestock Australia; Australian National University; U.S. Department of Agriculture; U.S. Department of Health and Human Services; University of Florida; Eli Lilly and Company","keywords":"Campylobacter; Environmental health; Medicine; Biology; Bacteria","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":[0.0007875444,0.0002059858,0.0002976373,0.0009659491,0.0002695113,0.0007283082,0.0003836094,0.0003462782,0.0009849177],"category_scores_gemma":[0.003941346,0.0002380258,0.0007347287,0.001176733,0.0003212889,0.0005822232,0.001202486,0.000516369,0.00007046528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002827549,"about_ca_system_score_gemma":0.001642153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1386705,"about_ca_topic_score_gemma":0.1191446,"domain_scores_codex":[0.999008,0.0003636679,0.0001381375,0.0001008461,0.0002177915,0.0001715001],"domain_scores_gemma":[0.998242,0.0001670759,0.0009397,0.00006675941,0.0003477302,0.0002366502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000155821,0.00008853879,0.9652977,0.0003534904,0.000546097,0.000527907,0.0006213951,0.001941372,0.0007377293,0.0009734387,0.001412817,0.02734363],"study_design_scores_gemma":[0.00001013445,0.0001042737,0.994836,0.0001052975,0.000110128,0.000307238,0.0002309923,0.002621603,0.00008146915,0.0002440228,0.001338556,0.00001025],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947902,0.001769306,0.0003860141,0.0007878489,0.00001917558,0.00003482185,0.0009192739,0.000008068522,0.001285311],"genre_scores_gemma":[0.9978168,0.0009509018,0.0003629507,0.00009795376,0.0000137878,0.00002554818,0.0003592909,0.000002502157,0.0003701285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1386705,"threshold_uncertainty_score":0.2757268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02980657454369628,"score_gpt":0.2560367177742252,"score_spread":0.2262301432305289,"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."}}