{"id":"W3026523844","doi":"10.33321/cdi.2020.44.38","title":"Invasive Pneumococcal Disease Surveillance, 1 April to 30 June 2019","year":2020,"lang":"en","type":"article","venue":"Communicable Diseases Intelligence","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"NSW Health Pathology; Queensland Health","keywords":"Pneumococcal disease; Serotype; Pneumococcal conjugate vaccine; Quarter (Canadian coin); Medicine; Conjugate vaccine; Streptococcus pneumoniae; Pediatrics; Pneumococcal infections; Virology; Immunization; Immunology; Biology; Microbiology; Antibody; Geography; Antibiotics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009503424,0.0002851301,0.0004819137,0.0001032345,0.0002985905,0.00005984797,0.0006945973,0.00007216135,0.0010584],"category_scores_gemma":[0.001699458,0.0002581062,0.0002657106,0.0006861358,0.00024403,0.0001227722,0.0005830777,0.0003923922,0.00263488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008037441,"about_ca_system_score_gemma":0.000454838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000319173,"about_ca_topic_score_gemma":0.00002260269,"domain_scores_codex":[0.9981815,0.0001834656,0.0004233585,0.0004459569,0.0003220478,0.0004436949],"domain_scores_gemma":[0.9960412,0.0003853139,0.0000814113,0.001340213,0.0002304148,0.001921497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001974913,0.003170373,0.8379798,0.001256583,0.0005625302,0.00104146,0.001523279,0.006769915,0.03888763,0.002981278,0.0878121,0.01604012],"study_design_scores_gemma":[0.001032476,0.001317247,0.4102732,0.000634263,0.0004888234,0.0000424118,0.0009990818,0.003108872,0.003172092,0.0008743464,0.576591,0.001466151],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8347089,0.01449208,0.01151577,0.1111923,0.002010295,0.004990263,0.001425591,0.002059177,0.01760566],"genre_scores_gemma":[0.9854649,0.001271049,0.00008866403,0.01203895,0.0002052142,0.0001064259,0.00009460062,0.00004513191,0.0006850212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4887789,"threshold_uncertainty_score":0.9999871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0375657308985818,"score_gpt":0.3055192533160406,"score_spread":0.2679535224174588,"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."}}