{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001794113,0.0001447845,0.0002131459,0.00002103907,0.00004425292,0.00003638362,0.00007142501,0.00007401755,0.0001260565],"category_scores_gemma":[0.0001107218,0.00005821566,0.00007107412,0.0001860734,0.00009284418,0.00006588973,0.00005962678,0.00009404775,0.00000617177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007920667,"about_ca_system_score_gemma":0.00000873574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000887824,"about_ca_topic_score_gemma":0.0001924803,"domain_scores_codex":[0.9990327,0.0001065617,0.0002215168,0.0003388668,0.00007259916,0.0002277062],"domain_scores_gemma":[0.9993272,0.0002447857,0.00004563383,0.00005209508,0.00001596895,0.0003143015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006595317,0.0000390096,0.9333462,0.00005215243,0.00001942455,0.00004685017,0.0001645689,0.000006398845,0.03383937,0.0004917355,0.0002617668,0.03166653],"study_design_scores_gemma":[0.00009844489,0.0001105846,0.991029,0.0000435018,0.00004502935,0.000003259736,0.0001783816,0.0001344484,0.0001234677,0.002149065,0.005942294,0.0001425474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960281,0.002284089,0.000002073518,0.0003252244,0.00009272213,0.0001619967,0.001006424,0.00002983184,0.0000695971],"genre_scores_gemma":[0.9990606,0.0005802303,0.00001247474,0.00003831437,0.0001296693,0.00001077467,0.00008728734,0.000001224426,0.00007938938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05768274,"threshold_uncertainty_score":0.2373966,"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."}}