{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001170536,0.0004711286,0.0003931483,0.002887925,0.0005297693,0.0008395643,0.0006729503,0.0004422451,0.005007276],"category_scores_gemma":[0.003600182,0.0002923384,0.0004924703,0.003813398,0.0001006437,0.0004881339,0.001009342,0.0005018251,0.002204197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002151577,"about_ca_system_score_gemma":0.003263926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1841,"about_ca_topic_score_gemma":0.1618154,"domain_scores_codex":[0.9986803,0.0001814145,0.0003245972,0.0001563521,0.0004512693,0.0002059177],"domain_scores_gemma":[0.9968539,0.000108608,0.00112546,0.0001029826,0.001449274,0.0003597502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005107176,0.0002374693,0.6766558,0.002037574,0.0002744406,0.0006257998,0.001055178,0.0005317794,0.001481883,0.0006736321,0.2391277,0.07678802],"study_design_scores_gemma":[0.00001610862,0.00007493051,0.9538935,0.0002446314,0.00002351932,0.0003039445,0.0001864337,0.0003372936,0.0002753793,0.00005721327,0.04457585,0.00001122707],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.3671232,0.006072039,0.00159122,0.0021869,0.0008599443,0.00156548,0.5672035,0.0006433214,0.05275434],"genre_scores_gemma":[0.5409914,0.007474463,0.004517394,0.003465584,0.0006050082,0.003488624,0.3948105,0.0001186167,0.04452846],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1841,"threshold_uncertainty_score":0.3660568,"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."}}