{"id":"W4386100471","doi":"10.33321/cdi.2023.47.46","title":"Australian Paediatric Surveillance Unit (APSU) Annual Surveillance Report 2022","year":2023,"lang":"en","type":"article","venue":"Communicable Diseases Intelligence","topic":"Respiratory viral infections research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Infection and Immunity; NSW Health Pathology; University of Sydney; Faculty of Medicine and Health, University of Sydney; University of Queensland; Central Queensland Hospital and Health Service; University of New South Wales; Austin Peay State University","keywords":"Medicine; Pediatrics; Incidence (geometry); Transmission (telecommunications); Measles; Vaccination; Rubella; Virology","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":[0.004398122,0.0006560195,0.0007066436,0.004355555,0.0005718322,0.001005026,0.001151679,0.0006212634,0.006188777],"category_scores_gemma":[0.007869094,0.0005824868,0.0005916407,0.00573525,0.0001864601,0.000648192,0.001370862,0.001063933,0.003012743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002600916,"about_ca_system_score_gemma":0.00790969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1539232,"about_ca_topic_score_gemma":0.1126947,"domain_scores_codex":[0.9965093,0.001061641,0.0006169291,0.0002545636,0.001282847,0.0002747941],"domain_scores_gemma":[0.9915192,0.0004839158,0.001305062,0.0002864031,0.005594858,0.0008105267],"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":[0.0002133179,0.0001698424,0.1899041,0.003016736,0.0002455697,0.0004633024,0.001336287,0.001108638,0.0008256616,0.001999964,0.6718253,0.1288913],"study_design_scores_gemma":[0.00005106628,0.0001705524,0.5859829,0.001281481,0.00008644908,0.0007696893,0.0005973437,0.001622189,0.0006771991,0.000523702,0.408189,0.00004844625],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1343532,0.01522623,0.009273649,0.01030085,0.002578298,0.003991503,0.6847247,0.001542535,0.1380091],"genre_scores_gemma":[0.2479929,0.02412361,0.03658801,0.006989303,0.0009826589,0.008670657,0.6150555,0.0003601568,0.05923723],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1539232,"threshold_uncertainty_score":0.3060544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07726269148052435,"score_gpt":0.4025682369982458,"score_spread":0.3253055455177215,"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."}}