{"id":"W4388714232","doi":"10.33321/cdi.2023.47.59","title":"Meningococcal Surveillance Australia - Reporting period 1 January to 31 March 2023","year":2023,"lang":"en","type":"article","venue":"Communicable Diseases Intelligence","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Neisseria meningitidis; Medicine; Communicable disease; Public health surveillance; Public health; Demography; Pediatrics; Geography; Biology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005690026,0.0002174196,0.000415423,0.0001756218,0.0005564598,0.00007391939,0.0007537822,0.0001480266,0.001769219],"category_scores_gemma":[0.001335682,0.0002091945,0.0001599469,0.0008285186,0.0001590479,0.0001158672,0.0008267478,0.0003509984,0.005330098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005102031,"about_ca_system_score_gemma":0.00007132695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005874457,"about_ca_topic_score_gemma":0.0001398717,"domain_scores_codex":[0.9978992,0.0002487896,0.0008759483,0.0003707273,0.00003272307,0.0005726524],"domain_scores_gemma":[0.9980196,0.0003315712,0.000293547,0.001126929,0.0001378443,0.0000905238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007382207,0.0007962143,0.3221878,0.0001958747,0.0005558915,0.00007880446,0.001303752,0.00186535,0.3431115,0.002519691,0.2878906,0.03875629],"study_design_scores_gemma":[0.0005035791,0.0006771757,0.3674088,0.0003087173,0.0001013902,0.0001904582,0.003775361,0.0004425933,0.03048098,0.00139755,0.5932339,0.001479536],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940517,0.001202692,0.0001732128,0.0007235289,0.001433915,0.0004121119,0.0001795816,0.0003820095,0.001441273],"genre_scores_gemma":[0.9887011,0.0002181522,0.00009102737,0.00005172377,0.00006380345,0.0001519457,0.0004261533,0.00002084615,0.01027523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3126305,"threshold_uncertainty_score":0.9991433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08628024116899614,"score_gpt":0.3664292646497571,"score_spread":0.2801490234807609,"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."}}