{"id":"W6927433566","doi":"10.33321/cdi.2004.28.7","title":"OzFoodNet: enhancing foodborne disease surveillance across Australia: Quarterly report, October to December 2003","year":2004,"lang":"en","type":"article","venue":"Communicable Diseases Intelligence","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Outbreak; Norovirus; Quarter (Canadian coin); Oyster; Contaminated food; Disease; Food poisoning","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005113315,0.0003904926,0.0005299654,0.00001745614,0.0004859437,0.0001431441,0.001391991,0.0001406587,0.000689088],"category_scores_gemma":[0.0009109923,0.0001988841,0.0002272038,0.0009383921,0.0002449931,0.000223316,0.0003603027,0.0002925848,0.000579553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001173689,"about_ca_system_score_gemma":0.00005669489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00202363,"about_ca_topic_score_gemma":0.01024892,"domain_scores_codex":[0.9968449,0.0003147467,0.0007835999,0.000760198,0.0002999943,0.0009964999],"domain_scores_gemma":[0.9972194,0.0004882205,0.000221646,0.000818664,0.0003128012,0.0009392709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001406986,0.002950947,0.8257026,0.0001442834,0.0002935196,0.001714065,0.002156111,0.004461427,0.02041497,0.00419329,0.01056907,0.1259927],"study_design_scores_gemma":[0.0002238945,0.0008234686,0.9285274,0.000197023,0.00005536543,0.0001162873,0.001843703,0.00004799194,0.002449817,0.00862949,0.05581585,0.001269787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938453,0.002232099,0.0006938821,0.001530646,0.0004172589,0.0004572608,0.0002959634,0.0001938467,0.00033376],"genre_scores_gemma":[0.9969357,0.0001717687,0.0003429334,0.001113395,0.0002046254,0.0001108903,0.0003031398,0.00000556108,0.0008120011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1247229,"threshold_uncertainty_score":0.8110259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05121158092705531,"score_gpt":0.3293760372810716,"score_spread":0.2781644563540163,"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."}}