{"id":"W4306828682","doi":"10.33321/cdi.2022.46.66","title":"Australian Paediatric Surveillance Unit (APSU) Annual Surveillance Report 2021","year":2022,"lang":"en","type":"article","venue":"Communicable Diseases Intelligence","topic":"Respiratory viral infections research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Infection and Immunity; Faculty of Medicine and Health, University of Sydney; Sydney Medical School; National Health and Medical Research Council; Department of Health and Aged Care, Australian Government; University of Queensland; Royal Australasian College of Physicians; Central Queensland Hospital and Health Service; University of New South Wales; Austin Peay State University; University of Sydney; NSW Health Pathology; Australian Government","keywords":"Medicine; Pediatrics; Vaccination; Incidence (geometry); Rubella; Transmission (telecommunications); Measles; Immunology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.00423643,0.0007318548,0.0006935241,0.004239431,0.0005815243,0.001016643,0.001195699,0.0007073481,0.009059133],"category_scores_gemma":[0.008528365,0.0005315287,0.0006402847,0.005116406,0.0002048762,0.0006844528,0.001520615,0.001266428,0.004718221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00247083,"about_ca_system_score_gemma":0.007812772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1153304,"about_ca_topic_score_gemma":0.08040715,"domain_scores_codex":[0.9962398,0.001038744,0.0007396861,0.0002754115,0.001382549,0.0003239053],"domain_scores_gemma":[0.9898422,0.0004654319,0.001544265,0.0002531025,0.007081004,0.0008139862],"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":[0.0001712839,0.0001619331,0.166569,0.003639747,0.0001909125,0.0003346355,0.0009121392,0.0009432734,0.0007043208,0.001304129,0.7148401,0.1102284],"study_design_scores_gemma":[0.00007123573,0.0001940351,0.6602495,0.002069834,0.00009286071,0.0006973084,0.0004966908,0.00170348,0.0007464639,0.0004834038,0.3331487,0.00004650674],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1097103,0.01410337,0.007663548,0.01232938,0.003123741,0.00386499,0.7372117,0.001640488,0.1103524],"genre_scores_gemma":[0.2243987,0.0212007,0.02836552,0.00660672,0.001191827,0.009142689,0.6533544,0.0003876602,0.05535172],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1153304,"threshold_uncertainty_score":0.2293183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05915716753565582,"score_gpt":0.3795432068690581,"score_spread":0.3203860393334023,"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."}}