{"id":"W2761291660","doi":"10.2807/ese.14.42.19368-en","title":"Pandemic H1N1 influenza surveillance in Victoria, Australia, April – September, 2009","year":2009,"lang":"en","type":"article","venue":"Eurosurveillance","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council; State Government of Victoria; Australian Government","keywords":"Pandemic; Medicine; Human mortality from H5N1; Notifiable disease; Influenza-like illness; Transmission (telecommunications); Quarter (Canadian coin); Influenza A virus; Epidemiology; Coronavirus disease 2019 (COVID-19); Pediatrics; Emergency medicine; Environmental health; Demography; Virology; Virus; Geography; Infectious disease (medical specialty); Disease; Internal medicine","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":[],"category_scores_codex":[0.001433662,0.0004499867,0.0008799763,0.0003002178,0.0001233373,0.00005702672,0.000330636,0.0002030357,0.0002391579],"category_scores_gemma":[0.00129352,0.0004178697,0.0001705177,0.001062277,0.0001814077,0.0001729617,0.00009727279,0.0008034105,0.0009654867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002802713,"about_ca_system_score_gemma":0.0001390575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001545459,"about_ca_topic_score_gemma":0.0004051852,"domain_scores_codex":[0.9960397,0.0003024785,0.0008940744,0.0007674287,0.0008475234,0.00114881],"domain_scores_gemma":[0.9980965,0.0002749999,0.0001951659,0.0008417168,0.0002920079,0.0002995665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005647938,0.0001686915,0.9741712,0.00006762359,0.00003749425,0.0002109125,0.000222006,0.000108682,0.007603133,0.00006521679,0.01413883,0.002641412],"study_design_scores_gemma":[0.002608087,0.0003110276,0.7865041,0.00007977963,0.00000435543,0.00004273381,0.00001262435,0.00005278522,0.0003541493,0.0001488913,0.2095476,0.0003338575],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785026,0.002962695,0.0000248788,0.0006570888,0.0004726283,0.0007572017,0.00006739537,0.0003221047,0.01623346],"genre_scores_gemma":[0.9904,0.0005456746,0.0003223543,0.00286321,0.0005091102,0.00002898596,0.00001936659,0.00004403816,0.00526729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1954087,"threshold_uncertainty_score":0.9998273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09921945753524543,"score_gpt":0.3954376814746317,"score_spread":0.2962182239393862,"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."}}