{"id":"W4243819675","doi":"10.33321/cdi.2007.31.10","title":"OzFoodNet quarterly report, 1 October to 31 December 2006","year":2007,"lang":"en","type":"review","venue":"Communicable Diseases Intelligence","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Outbreak; Quarter (Canadian coin); Medicine; Environmental health; Transmission (telecommunications); Enteric virus; Disease; Geography; Virology; Internal medicine; Telecommunications","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009002548,0.0007412971,0.003280568,0.0005078288,0.0001863742,0.00007668156,0.0016364,0.0004234229,0.001119753],"category_scores_gemma":[0.001915391,0.0006122384,0.00119676,0.0007747134,0.0004267082,0.0001138906,0.0007226057,0.001399796,0.002056626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00037789,"about_ca_system_score_gemma":0.0007077943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003590525,"about_ca_topic_score_gemma":0.0001719929,"domain_scores_codex":[0.9945709,0.0006346657,0.001931106,0.0008945796,0.0005485671,0.001420161],"domain_scores_gemma":[0.9931393,0.0004831368,0.0004026057,0.003964976,0.0003108156,0.001699111],"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":[0.0001510542,0.0004015106,0.0002542674,0.005183631,0.0002785922,0.002498955,0.00002552049,0.000002151315,2.920254e-7,0.00006836331,0.08343427,0.9077014],"study_design_scores_gemma":[0.00009750563,0.001027673,0.00005603956,0.01103698,0.0006103722,0.002047487,0.00007141152,0.0000138569,5.859331e-7,0.0001183638,0.9845001,0.000419613],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002432913,0.9845945,0.002409386,0.0001654741,0.0003225024,0.001747734,0.0003171451,0.0001545754,0.0102643],"genre_scores_gemma":[0.0001129108,0.9867128,0.002480496,0.001065739,0.0003088475,0.000376442,0.001514549,0.0001181961,0.007309992],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9072818,"threshold_uncertainty_score":0.9997934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.153994531998507,"score_gpt":0.4746686152278294,"score_spread":0.3206740832293224,"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."}}