{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001147769,0.0001422543,0.0001581666,0.0007686781,0.0006390973,0.000267127,0.0003454646,0.0002401954,0.0003537912],"category_scores_gemma":[0.001962862,0.0003022398,0.0001245473,0.0007312556,0.0001851249,0.0002504631,0.0006502771,0.0002500608,0.0001151045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002798761,"about_ca_system_score_gemma":0.003132663,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.526462,"about_ca_topic_score_gemma":0.6447787,"domain_scores_codex":[0.9994717,0.0001369484,0.0000660684,0.0000620147,0.0001778646,0.00008527355],"domain_scores_gemma":[0.9992315,0.00003506334,0.0001559644,0.0000252901,0.0004098845,0.0001423587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005894632,0.0001609745,0.8558277,0.0005948336,0.0000977947,0.0006793041,0.00846938,0.0009022442,0.01080231,0.0001848871,0.008837434,0.1128537],"study_design_scores_gemma":[0.000009897947,0.0001369648,0.993101,0.00006917441,0.00001121204,0.0002034084,0.0007067646,0.0005009797,0.0002933615,0.00002338401,0.004936179,0.000007714405],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913965,0.001607121,0.0003154225,0.0004406498,0.00001583228,0.0001937742,0.001673705,0.00002314737,0.004333972],"genre_scores_gemma":[0.9935241,0.0009832258,0.001486991,0.0001690665,0.000009812577,0.00006496751,0.001078328,0.000004053296,0.002679425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.526462,"threshold_uncertainty_score":0.9526535,"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."}}