{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002134426,0.0006622703,0.0003992684,0.002285502,0.0006512462,0.001594734,0.0007098832,0.0004993948,0.04058403],"category_scores_gemma":[0.00674513,0.0004595878,0.0002549247,0.001698626,0.0002708216,0.001200262,0.001393445,0.0009479645,0.02252505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002526329,"about_ca_system_score_gemma":0.005028569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08191337,"about_ca_topic_score_gemma":0.09833197,"domain_scores_codex":[0.9983443,0.0001471371,0.0001961838,0.000155443,0.0009828624,0.0001740366],"domain_scores_gemma":[0.9961056,0.0001967729,0.0005652283,0.000109391,0.002462559,0.0005604317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001042301,0.00004603372,0.005264044,0.0004848343,0.000007939131,0.00007861899,0.000222043,0.00007262441,0.0001763411,0.0003803853,0.9617173,0.03144546],"study_design_scores_gemma":[0.00001168999,0.00006891472,0.07640163,0.0003063816,0.000005678339,0.00007875443,0.0002120234,0.0001002959,0.0002172956,0.0001013598,0.9224827,0.0000132464],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"review","genre_scores_codex":[0.03677611,0.01415387,0.002333101,0.01159533,0.009080556,0.001682575,0.6669441,0.002015068,0.2554193],"genre_scores_gemma":[0.05873912,0.01453848,0.005305117,0.004843378,0.001571939,0.0009961219,0.5269048,0.0006172357,0.3864838],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.08191337,"threshold_uncertainty_score":0.1628731,"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."}}